LCG Info: dev3python312 vs. LCG_109_cuda on x86_64-el9-gcc13-opt

In this section we compare the list of Packages by Category between two Releases. Release1: dev3python312 Release2: 109_cuda chosen by the user. The comparison is related to a specific platform which is either chosen by the user or taken by default as the first in the list of common platforms between the chosen releases. In this case the platform chosen by default ia: Platform: x86_64-el9-gcc13-opt To proceed with more comparisons, you are invited to select any item from the dropdown list under Release2 which contains only the releases that have common platforms with Release1: dev3python312 It is also possible to choose among all available Releases from the dropdown list under Release1. In this case the list under Release2 will become composed of all releases with common platforms with Release1. In case the previously chosen Release2 is not in this new list then the user is invited to choose a new Release2 item.
Comparison mode:
Long Short
Platform Release1 Release2

Graphics

cfitsio 4.6.2 4.6.3
cycler 0.10.0 0.12.1
matplotlib 3.9.2 3.10.8
png 1.6.47 1.6.50

IO

EDM4hep 00.99.02 1.0
LCIO 02.22.06 02.23.01
podio 01.03 01.07
xrootd 5.8.2 5.9.1

Math

blas 0.3.29.openblas 0.3.31.openblas
cupy   NOT Included 13.4.1  
eigen 3.4.0 3.4.1
VecGeom 1.2.9 2.0.0

Simulation

delphes 3.5.1pre12 3.5.1pre14
Geant4 11.3.2   NOT Included
Geant4-vecgeom-scalar 11.3.2   NOT Included
hepmc3 HEAD 3.3.1

Tool

astroid 3.3.8 4.0.2
awkward 2.8.1 2.8.9
bcrypt 4.1.3 4.3.0
Boost 1.88.0 1.90.0
boost_histogram 1.3.2 1.6.1
ccache 4.10 4.12.2
cffi 1.17.1 2.0.0
clhep 2.4.7.1 2.4.7.2
coverage 7.4.1 7.11.3
cppgsl 3.1.0 4.2.0
cryptography 44.0.3 46.0.3
cython 3.0.12 3.1.1
dill 0.3.8 0.4.0
doxygen 1.14.0 1.16.1
flake8 7.1.1 7.3.0
future 1.0.0   NOT Included
gdb 16.3 17.1
imageio 2.31.0 2.37.0
ipywidgets 8.1.5 8.1.7
Jinja2 3.1.5 3.1.6
jsonmcpp 3.11.3 3.12.0
jupyter_contrib_core 0.4.2   NOT Included
jupyter_contrib_nbextensions 0.7.0   NOT Included
jupyter_nbextensions_configurator 0.6.4   NOT Included
libsodium 1.0.18 1.0.21
notebook 6.5.7 7.4.5
numpy 1.26.4 2.2.6
ppft 1.6.4.9 1.7.7
protobuf 4.25.4 5.28.3
pycodestyle 2.12.1 2.14.0
pyflakes 3.2.0 3.4.0
pylint 3.3.7 4.0.4
pyparsing 2.4.7 3.2.5
pytest 8.3.2 8.4.2
Python 3.12.7 3.13.11
ROOT HEAD 6.38.00
scikitimage 0.21.0 0.25.2
scipy 1.15.3 1.16.3
six 1.16.0 1.17.0
spark 3.5.6 4.1.1
swig 4.3.0 4.4.0
tbb 2021.10.0 2022.2.0
urllib3 1.26.16 2.6.3
valgrind 3.25.0 3.26.0
wheel 0.45.0 0.45.1
widgetsnbextension 4.0.13 4.0.14

Other

alembic 1.13.3 1.16.5
alpaka 1.2.0 2.1.1
altair 5.4.1 5.2.0
awkward_cpp 45 50
awscrt 0.23.0   NOT Included
berkeleydb   NOT Included 18.1.15  
blosc 1.11.2 1.11.3
cccl   NOT Included 2.7.0  
cma 3.3.0 3.4.0
coffea 2025.3.0 2025.12.0
compilebox ATLASOTF-08-05 08.11
confluent_kafka 2.6.1 2.11.0
contur 3.1.1 3.1.3
cppcheck 2.17.1 2.19.1
cramjam 2.8.3 2.10.0
dask_awkward 2025.3.0 2025.9.0
dask_lxplus 0.3.2 0.3.3
DD4hep master   NOT Included
DecayLanguage 0.18.5 0.20.0
distro 1.5.0 1.9.0
dm_tree 0.1.8 0.1.9
epos4 4.0.3 4.0.3.atlas1
events   NOT Included 0.5  
execnet 1.9.0 2.1.1
faiss 1.9.0 1.11.0
fastapi   NOT Included 0.119.0  
fastrlock   NOT Included 0.8.3  
flake8_bugbear 24.8.19 25.10.21
flake8_builtins 2.5.0 3.1.0
flexcache   NOT Included 0.3  
flexparser   NOT Included 0.4  
func_adl 3.3.3 3.4.2
Gaudi master   NOT Included
greenlet 3.0.3 3.2.3
grpcio 1.65.2 1.73.0
gunicorn   NOT Included 23.0.0  
hepdata_lib 0.16.0 0.20.0
hepunits 2.3.5 2.4.3
hf_xet   NOT Included 1.1.5  
hist 2.8.0 2.9.0
huggingface_hub 0.27.1 0.35.1
hyperopt 0.2.7 0.2.8
hypothesis 5.3.0 6.135.1
iminuit 2.30.1 2.31.1
iniconfig 1.1.1 2.1.0
ipydatawidgets 4.3.2 4.3.5
jiter   NOT Included 0.11.0  
jl_ijulia 1.26.0 1.29.0
julia 1.11.4 1.11.6
jupyterlab 4.3.0 4.4.7
jupyterlab_widgets 3.0.13 3.0.15
kokkos 4.3.01 4.7.01
lazy_loader 0.2 0.4
lhereader 1.0.11   NOT Included
librdkafka 2.6.1 2.11.0
librt   NOT Included 0.7.8  
llvmlite 0.44.0 0.45.0
llvmmin   NOT Included 17.0.6  
loky   NOT Included 3.5.6  
m2crypto 0.41.0   NOT Included
memray 1.17.2 1.19.1
mistral_common   NOT Included 1.8.5  
mpi4py 3.1.5 4.0.3
mplhep 0.3.31 0.4.1
mplhep_data 0.0.3 0.0.4
mp_units   NOT Included bfcb26e5  
mypy 1.15.0 1.19.1
mysql_connector_python 8.0.18 9.4.0
nanobind 2.7.0 2.10.2
nodeenv 1.7.0 1.9.1
numba 0.61.0 0.62.0
onnxruntime 1.21.0 1.23.2
openai 0.27.8 2.3.0
opencv_python 4.10.0.84 4.12.0.88
openmpi 4.1.6 4.1.8
openqasm3 0.5.0 1.0.1
opensearch_py 2.2.0 2.8.0
optuna 4.0.0 4.4.0
orjson 3.9.15 3.10.18
OWSLib 0.17.1 0.34.1
particle 0.25.2 0.26.0
pillow 9.5.0 11.2.1
pint   NOT Included 0.25.2  
plumbum 1.7.2 1.9.0
protobufpy   NOT Included 5.28.3  
pycountry   NOT Included 24.6.1  
pycuda   NOT Included 2025.1.1  
pydantic 2.11.5 2.12.5
pydantic_core 2.33.2 2.41.5
pydantic_extra_types   NOT Included 2.10.5  
pylhe 0.9.0 1.0.1
pymysql   NOT Included 1.1.2  
pyopencl   NOT Included 2025.2.4  
pyqt_builder 1.15.4 1.18.1
pyshtools 4.12.2 4.13.1
pysimdjson 6.0.2 7.0.1
pytensor 2.26.4 2.31.3
pytest_cov 4.1.0 7.0.0
pytest_xdist 3.3.1 3.8.0
python_ulid   NOT Included 3.1.0  
py_tools   NOT Included 2025.1.6  
qibo 0.2.16 0.2.23
qibojit 0.1.7 0.1.12
Qt6 6.8.1 6.8.3
rpds_py 0.18.0 0.25.1
ruff 0.11.13 0.14.13
rust 1.85.0 1.91.1
scikit_hep 2025.4.1 2025.11.1
sentence_transformers 3.4.1 5.1.1
siphash24   NOT Included 1.7  
spey 0.2.3 0.2.5
sqlalchemy 2.0.16 2.0.43
sqlparse   NOT Included 0.5.3  
starlette   NOT Included 0.48.0  
statsmodels 0.14.1 0.14.5
tensorflow_model_optimization 0.8.0   NOT Included
tf_keras 2.18.0 2.20.1
tiktoken   NOT Included 0.12.0  
tokenizers 0.21.0 0.22.1
tvm   NOT Included 0.20.0  
typing_extensions 4.12.2 4.15.0
typing_inspection 0.4.0 0.4.2
uncertainties 3.1.7 3.2.3
uvicorn   NOT Included 0.37.0  
vector 1.6.1 1.7.0
VTK   NOT Included 9.5.0  
xdrlib3   NOT Included 0.1.1  
zfit 0.24.3 0.28.0
zfit_physics 0.8.0 0.9.0
zstandard 0.22.0 0.23.0

Generator

Garfield++ HEAD   NOT Included
madgraph5amc 3.5.7.atlas12 3.6.4.atlas2
openloops 2.1.3p2 2.1.4.250729
pepper_kokkos 1.1.1 1.8.0
photos++ 3.64 3.64.atlas1
professor   NOT Included 2.5.5  
pythia8 315 317
qd 2.3.13 2.3.24
recola 2.2.4 2.2.4.atlas1
rivet 4.1.0 4.1.2
sherpa 3.0.1p3 3.0.3.atlas1
sherpa-openmpi 3.0.1p3.openmpi3 3.0.3.atlas1.openmpi3
superchic 5.4.1 5.6.1
thep8i 2.0.3 2.0.4
yoda 2.1.0 2.1.2

Machine Learning

cuda   NOT Included 12.5  
cudnn   NOT Included 9.3.0.75  
jax 0.6.1 0.9.0
jax_cuda12_pjrt   NOT Included 0.9.0  
jax_cuda12_plugin   NOT Included 0.9.0  
jaxlib 0.6.1 0.9.0
keras 3.7.0 3.11.3
scikitlearn 1.5.2 1.8.0
tensorboard 2.18.0 2.20.0
tensorboard_plugin_wit 1.8.1   NOT Included
tensorflow 2.18.0 2.20.0
tensorflow_io_gcs_filesystem 0.37.1   NOT Included
TensorRT   NOT Included 10.12.0.36  
torch 2.6.0 2.10.0
transformers 4.48.1 4.57.1
Packages not included in Release1: dev3python312
cupy, berkeleydb, cccl, events, fastapi, fastrlock, flexcache, flexparser, gunicorn, hf_xet, jiter, librt, llvmmin, loky, mistral_common, mp_units, pint, protobufpy, pycountry, pycuda, pydantic_extra_types, pymysql, pyopencl, python_ulid, py_tools, siphash24, sqlparse, starlette, tiktoken, tvm, uvicorn, VTK, xdrlib3, professor, cuda, cudnn, jax_cuda12_pjrt, jax_cuda12_plugin, TensorRT,
Packages not included in Release2: 109_cuda
Geant4, Geant4-vecgeom-scalar, future, jupyter_contrib_core, jupyter_contrib_nbextensions, jupyter_nbextensions_configurator, awscrt, DD4hep, Gaudi, lhereader, m2crypto, tensorflow_model_optimization, Garfield++, tensorboard_plugin_wit, tensorflow_io_gcs_filesystem,