LCG Info: LCG_108_cuda vs. dev3python312 on x86_64-el9-gcc13-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 108_cuda Release2: dev3python312 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: 108_cuda 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

cycler 0.12.1 0.10.0
matplotlib 3.10.3 3.9.2

IO

xrootd 5.8.3 5.8.2

Math

cupy 13.4.1   NOT Included

Simulation

Geant4   NOT Included 11.3.2  
Geant4-vecgeom-scalar   NOT Included 11.3.2  
hepmc3 3.3.1 HEAD

Tool

imageio 2.37.0 2.31.0
numpy 2.1.3 1.26.4
Python 3.12.11 3.12.7
ROOT 6.36.02 HEAD
scikitimage 0.25.2 0.21.0
urllib3 2.2.3 1.26.16

Other

altair 5.2.0 5.4.1
awscrt   NOT Included 0.23.0  
blosc 1.11.3 1.11.2
cccl 2.7.0   NOT Included
cma 3.4.0 3.3.0
compilebox 08.05 ATLASOTF-08-05
DD4hep   NOT Included master  
events 0.5   NOT Included
faiss 1.11.0 1.9.0
fastrlock 0.8.2   NOT Included
Gaudi   NOT Included master  
hf_xet 1.1.5   NOT Included
huggingface_hub 0.33.0 0.27.1
hypothesis 6.135.1 5.3.0
lazy_loader 0.4 0.2
llvmmin 17.0.6   NOT Included
mypy 1.16.1 1.15.0
numba 0.61.2 0.61.0
onnxruntime 1.22.0 1.21.0
openqasm3 1.0.1 0.5.0
opensearch_py 2.8.0 2.2.0
optuna 4.4.0 4.0.0
pillow 11.2.1 9.5.0
pycuda 2025.1.1   NOT Included
pydantic 2.11.7 2.11.5
pyopencl 2025.2.4   NOT Included
pyqt_builder 1.18.1 1.15.4
pyshtools 4.13.1 4.12.2
pysimdjson 7.0.1 6.0.2
pytensor 2.31.3 2.26.4
py_tools 2025.1.6   NOT Included
qibo 0.2.18 0.2.16
Qt6 6.8.3 6.8.1
ruff 0.12.1 0.11.13
siphash24 1.7   NOT Included
statsmodels 0.14.5 0.14.1
tensorflow_model_optimization   NOT Included 0.8.0  
tf_keras 2.19.0 2.18.0
tvm 0.20.0   NOT Included
VTK 9.5.0   NOT Included
zfit 0.26.0 0.24.3
zfit_physics 0.8.1 0.8.0

Generator

Garfield++   NOT Included HEAD  
madgraph5amc 3.5.9.atlas13 3.5.7.atlas12
openloops 2.1.4.250704 2.1.3p2
professor 2.5.2   NOT Included

Machine Learning

cuda 12.5   NOT Included
cudnn 9.3.0.75   NOT Included
jax_cuda12_pjrt 0.6.1   NOT Included
jax_cuda12_plugin 0.6.1   NOT Included
tensorboard 2.19.0 2.18.0
tensorflow 2.19.0 2.18.0
TensorRT 10.12.0.36   NOT Included
torch 2.7.1 2.6.0
transformers 4.52.4 4.48.1
Packages not included in Release1: 108_cuda
Geant4, Geant4-vecgeom-scalar, awscrt, DD4hep, Gaudi, tensorflow_model_optimization, Garfield++,
Packages not included in Release2: dev3python312
cupy, cccl, events, fastrlock, hf_xet, llvmmin, pycuda, pyopencl, py_tools, siphash24, tvm, VTK, professor, cuda, cudnn, jax_cuda12_pjrt, jax_cuda12_plugin, TensorRT,