LCG Info: LCG_96python3rc1 vs. dev3cuda on x86_64-centos7-gcc8-opt



Comparison mode:
Long Short
Platform Release Release

Databases

oracle 18.3.0.0.0 19.11.0.0.0
postgresql 12.2   New
sqlite 3280000 3320300

Graphics

cartopy 0.20.1   New
cfitsio 3.48   New
gdal 2.4.1 3.3.0
gnuplot 5.2.7 5.4.2
imagemagick 7.0.8-7 7.0.8.7
matplotlib 3.1.0 3.4.3
pygdal 2.4.0 3.3.0
pygraphviz 1.7   New
pyproj 2.1.3 3.0.1
Qt5 5.12.1 5.12.4
seaborn 0.9.0 0.11.2
tiff 4.0.10 4.2.0

IO

astor 0.8.0 0.8.1
COOL 3_2_1   REMOVED
CORAL 3_2_1   REMOVED
EDM4hep 00.03   New
flatbuffers 1.11.0 1.12.0
Frontier_Client 2.8.19 2.9.1
hdf5 1.10.5 1.10.6
LCIO 02.16.01   New
podio 00.13   New
pyshp 2.1.0   New
pytables 3.6.1   New
SIO 00.01.00   New
xrootd 4.9.1 5.3.1

Math

blas 0.3.5.openblas 0.3.17.openblas
cupy 9.1.0   New
fastjet 3.3.2 3.4.0
GSL 2.5 2.7
lapack 3.8.0   REMOVED
libsvm 3.23   New
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 v1.1.0 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
XercesC 3.1.3 3.2.3
xqilla 2.3.3 2.3.4

Simulation

delphes 3.4.2pre17 3.5.0
Geant4 10.05.p01   REMOVED
HepMC 2.06.09 2.06.11
hepmc3 HEAD   New

Tool

ant 1.10.7   New
archspec 0.1.2   New
astroid 2.2.5 2.8.0
autopep8 1.4.4   New
awkward 1.0.2   New
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 1.70.0 1.77.0
boost_histogram 1.2.1   New
brotli 1.0.7   New
caniusepython3 7.1.0   New
ccache 3.7.1 4.3
certifi 2019.3.9 2021.5.30
cffi 1.12.2 1.14.6
CLHEP 2.4.1.0   REMOVED
clhep 2.4.4.0   New
click 7.0 8.0.3
cloudpickle 1.2.1 1.6.0
CMake 3.14.3 3.20.0
cmmnbuild 2.1.3   REMOVED
cppgsl 2.0.0 3.1.0
cpymad 1.2.1 1.6.3
cryptography 2.7 3.4.7
cython 0.29.10 0.29.21
dask 1.2.2 2021.9.1
Davix 0.7.3 0.7.6
decorator 4.3.2 5.0.9
dill 0.2.9 0.3.3
distlib 0.3.2   New
distributed 1.28.1 2021.9.1
Django 2.2.1   REMOVED
double_conversion 3.1.5   New
doxygen 1.8.15 1.8.18
fjcontrib 1.041 1.046
flake8 3.7.8   New
fmt 5.3.0 7.1.3
gdb 8.3 10.2
gflags 2.2.2   New
glog 0.4.0   New
gperftools 2.7 2.9.1
gtest 1.8.1 1.10.0
h5py 2.9.0 2.10.0
hadoop 2.7.5.1 3.3.0
hepdata_converter 0.1.34 0.2.3
hepdata_validator 0.1.16 0.2.3
hspy 1.6.4   REMOVED
idna 2.8 3.2
imageio 2.5.0   New
ipykernel 5.1.1 6.0.2
ipython 7.5.0 7.25.0
ipywidgets 7.4.2 7.6.3
java 8u91 8u222
jedi 0.13.3 0.18.0
jemalloc 5.2.0 5.2.1
Jinja2 2.10.1 3.0.1
jpype 0.6.3   REMOVED
jsoncpp 1.8.4 1.9.3
jsonmcpp 3.9.1   New
jsonpatch 1.28   New
jsonpointer 2.0   New
jsonschema 3.0.1 3.2.0
lcgenv 1.3.8 1.3.17
libgit2 0.28.2 1.1.1
libsodium 1.0.18   New
logilabcommon 1.4.2 1.8.1
lz4 1.9.2   New
madx 5.05.01 5.06.01
MarkupSafe 1.0 2.0.1
multiprocess 0.70.7 0.70.10
mysql 5.7.26 10.4.20
nbformat 4.4.0 5.1.3
networkx 2.3 2.5.1
ninja 1.9.0 1.10.0
node.js 14.16.1   New
notebook 5.7.8 6.4.0
numpy 1.16.4 1.21.1
ocaml 4.12.0   New
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
pycodestyle 2.5.0   New
pycparser 2.19 2.20
pyflakes 2.1.1   New
pygments 2.4.2 2.9.0
PyHEADTAIL 1.13.1 1.14.1
pyjson5 0.9.6   New
pyparsing 2.4.0 2.4.7
pyqt5 5.12 5.12.3
PyRDF 0.1.0 0.2.1
pytest 4.6.2 6.1.1
Python 3.6.5 3.8.6
python_dateutil 2.8.0 2.8.2
pytimber 2.7.0   REMOVED
pytz 2019.1 2021.1
pywt 1.0.3   New
PyYAML 5.1 5.3.1
pyzmq 18.0.1 22.1.0
R 3.5.3 4.1.1
rangev3 0.5.0 0.11.0
requests 2.22.0 2.26.0
retrying 1.3.3   New
ROOT t6-18-00-a2d5792 HEAD
root_numpy 4.8.0   REMOVED
rootpy 1.0.1   REMOVED
rpy2 3.0.4   REMOVED
scikitimage 0.14.3   New
scipy 1.3.0 1.7.0
setuptools 41.0.0 57.1.0
six 1.12.0 1.16.0
snappy 1.1.7   New
spark 2.4.3-cern2 3.2.0-cern1
spdlog 1.2.0 1.5.0
stomppy 3.1.3 6.1.0
storm 0.23   New
swig 3.0.12 4.0.2
tabulate 0.8.9   New
tbb 2019_U7 2020_U2
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 4.0.1   New
uproot3 3.14.2   New
urllib3 1.25.3 1.26.6
valgrind 3.15.0 3.17.0
vectorclass 1.30p1 2.01.02
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
xenv 1.0.0   New
yamlcpp 0.6.2 0.6.3
zeromq 4.3.1 4.3.4

Other

absl_py 0.7.1 0.11.0
alabaster 0.7.12   New
alpaka 0.5.0   New
anyio 3.2.1   New
appdirs 1.4.4   New
argon2_cffi 20.1.0   New
arrow 0.13.0 3.0.0
assimp 5.0.1   New
astunparse 1.6.3   New
async_generator 1.10   New
attrs 19.1.0 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
bison 3.4.1 3.3.2
bokeh 2.3.1   New
Catch2 2.13.4   New
charset_normalizer 2.0.6   New
colorcet 2.0.2   New
debugpy 1.3.0   New
deprecation 2.1.0   New
distro 1.5.0   New
dm_tree 0.1.6   New
docopt 0.6.2   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 2.0.1   New
gmp 6.1.2   REMOVED
google_auth_oauthlib 0.4.1   New
google_pasta 0.2.0   New
graphviz_py 0.11.1   New
grpcio 1.21.1 1.28.1
hadoop_xrootd 1.0.2 1.0.7
heaptrack 1.2.0   New
highfive 2.0   New
hist 2.5.1   New
histoprint 2.2.0   New
hypothesis 4.24.3 5.3.0
imagesize 1.2.0   New
iminuit 1.3.6 1.5.2
importlib_metadata 0.18 2.0.0
iniconfig 1.1.1   New
ipydatawidgets 4.0.1   New
ipympl 0.7.0   New
ipyparallel 6.2.4   New
itk 5.2.0   New
itk_core 5.2.0   New
itk_filtering 5.2.0   New
itk_io 5.2.0   New
itk_meshtopolydata 0.7.0   New
itk_numerics 5.2.0   New
itk_registration 5.2.0   New
itk_segmentation 5.2.0   New
itkwidgets 0.32.0   New
jl_ijulia 1.23.2   New
joblib 0.13.2 1.0.1
julia 1.6.0   New
jupyter_client 5.2.4 6.1.12
jupyter_console 6.0.0 6.1.0
jupyter_core 4.4.0 4.7.1
jupyterlab 3.0.17   New
jupyterlab_pygments 0.1.2   New
jupyterlab_server 2.6.1   New
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 1.3.1 1.6.0
libgeotiff 1.5.1 1.6.0
libpqxx 7.6.0   New
llvmlite 0.29.0 0.36.0
locket 0.2.1   New
log4cpp 2.8.3p1   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
msgpackc 3.2.0   New
mysql_connector_python 8.0.18   New
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 0.44.0 0.51.2
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
opt_einsum 3.2.0   New
p7zip 16.02   New
packaging 21.0   New
panel 0.11.3   New
param 1.10.1   New
parse 1.19.0   New
parsl 0.9.0   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
pluggy 0.12.0 0.13.1
ply 3.11   New
prometheus_client 0.7.0 0.11.0
py2neo 4.3.0   REMOVED
pyarrow 0.13.0 3.0.0
pybind11 2.6.2   New
pyct 0.4.6   New
pycuda 2021.1   New
pyjapc 2.0.4   REMOVED
PyJWT 2.0.1   New
pyopencl 2021.2.2   New
pyparser 1.0   New
pyrsistent 0.15.2 0.18.0
pythonsollya 0.3   New
pythran 0.9.12.post1   New
pytools 2.0 2019.1.1
py_tools 2021.2.7   New
pyviz_comms 2.0.1   New
qcachegrind 20.12.1   New
QKeras 0.9.0   New
rapidjson 1.1.0   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 0.9.0 0.10.2
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
thrift 0.13.0   New
toml 0.10.2   New
tomlkit 0.7.2   New
traittypes 0.2.1   New
typed_ast 1.3.5 1.4.3
typeguard 2.7.0   New
typing_extensions 3.10.0.2   New
tzlocal 2.0.0   New
uhi 0.3.0   New
uncertainties 3.0.3 3.1.2
upandas 0.2.0   New
uproot3_methods 0.10.0   New
veccore 0.5.2 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 0.14.0   New

Generator

agile 1.4.1 1.5.0
ampt 2.26t9b_atlas   New
apfel 3.0.4   New
collier 1.1 1.2.4
crmc 1.5.6, 1.5.7, 1.6.0 1.8.0
dire4pythia8 2.003   REMOVED
evtgen 1.6.0, 1.7.0 2.0.0
Garfield++ HEAD   REMOVED
herwig++ 2.7.1   REMOVED
herwig3 7.1.5 7.2.1
hjets 1.2-herwig-7.1.5 1.2-herwig-7.2.1
hoppet 1.1.5 1.2.0
hto4l 2.02   New
lhapdf 6.1.6.cxxstd, 6.2.3 6.3.0
looptools 2.8 2.15
madgraph5amc 2.6.5 3.2.0.atlas
mctester 1.25.0 1.25.1
mcutils 1.3.2 1.3.5
openloops 1.3.1 2.1.2
photos++ 3.61 3.64
powheg-box r2092   REMOVED
powheg-box-v2 r3043.lhcb, r3043.lhcb.rdynamic r3744.lhcb.rdynamic
professor 2.2.2 2.3.2
prophecy4f 2.0.1   New
pythia8 223, 240 306
recola 2.2.0   New
recola_SM 2.2.2   New
rivet 2.7.1, 2.7.2b 3.1.4
sherpa 2.2.6 2.2.11
sherpa-openmpi 2.2.11.openmpi3   New
starlight r300 r313
superchic 3.0, 3.03 4.01p1
tauola++ 1.1.6, 1.1.6b.lhcb 1.1.8
thep8i 2.0.0   New
thepeg 1.9.2p1, 2.1.5 2.2.1
vincia 2.0.01   REMOVED
whizard 2.4.0   REMOVED
yoda 1.7.5 1.9.0

Machine Learning

catboost 0.9.1.1 0.26.1
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 2.19.0.0 3.1.1
scikitlearn 0.21.2 0.24.2
tensorboard 1.13.1 2.5.0
tensorflow 1.13.1 2.5.0
tensorflow_estimator 1.13.0 2.5.0
theano 1.0.4 1.0.5
torch 1.9.0   New
torchvision 0.8.1   New
tricktrack 1.0.8 1.0.9