LCG Info: LCG_105 vs. LCG_106_cuda on x86_64-el9-gcc11-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 105 Release2: 106_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-gcc11-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: 105 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

matplotlib 3.8.0 3.8.3
pyproj 3.0.1 3.6.1
seaborn 0.11.2 0.13.2

IO

EDM4hep 00.10.02 00.10.05
hdf5 1.12.2 1.14.3
LCIO 02.20 02.21
podio 00.17.04 00.99
pytables 3.6.1 3.9.2
xrootd 5.6.3 5.6.9

Math

cupy   NOT Included 13.0.0  
kiwisolver 1.0.1 1.4.5
pyhf 0.7.5 0.7.6
sympy 1.8 1.12
Vc 1.4.4 1.4.5

XML

lxml 4.6.2 5.1.0

Simulation

Geant4 11.2.0   NOT Included
Geant4-vecgeom-scalar 11.2.0   NOT Included

Tool

astroid 2.15.5 2.15.8
awkward 1.10.3 2.6.4
awkward0 0.15.3   NOT Included
Boost 1.82.0 1.85.0
coverage 6.3.2 7.4.1
cpymad 1.14.0 1.15.0
cython 0.29.33 3.0.8
dask 2023.7.1 2024.5.0
Davix 0.8.4 0.8.6
dill 0.3.3 0.3.8
distributed 2023.7.1 2024.5.0
flake8 6.0.0 7.0.0
fmt 10.0.0 10.2.1
gperftools 2.9.1 2.15
h5py 3.8.0 3.11.0
hepdata_validator 0.3.3 0.3.5
html5lib 1.0.1 1.1
java 8u362 8u392
jsonmcpp 3.10.5 3.11.3
jsonschema 4.19.2 4.20.0
multiprocess 0.70.10 0.70.16
networkx 2.8.4 3.2.1
ninja 1.10.0 1.11.1
nodejs 18.15.0 20.12.0
nose 1.3.7 1.6.3
numpy 1.23.5 1.26.4
pandas 1.5.3 2.2.2
pathlib2 2.3.3   NOT Included
pexpect 4.8.0 4.9.0
psutil 5.8.0 5.9.8
pycodestyle 2.10.0 2.11.1
pyflakes 3.0.1 3.2.0
PyHEADTAIL 1.14.1 1.16.1
pyqt5 5.12.3 5.15.10
pytest 7.4.0 8.0.0
Python 3.9.12 3.11.9
python_dateutil 2.8.2 2.9.0
QMtest 2.4.1   NOT Included
ROOT 6.30.02 6.32.02
scipy 1.11.3 1.11.4
setuptools 57.1.0 69.5.1
sip 4.19.15 6.8.3
spark 3.5.0 3.5.1
tabulate 0.8.9 0.9.0
toolz 0.11.2 0.12.1
uproot 4.3.7 5.3.7
uproot3 3.14.2   NOT Included
valgrind 3.22.0 3.23.0

Other

accelerate 0.20.3 0.29.2
acts 26.0.0   NOT Included
annotated_types   NOT Included 0.6.0  
antlr4_python3_runtime   NOT Included 4.13.1  
arrow 11.0.0 15.0.0
awkward_cpp   NOT Included 33  
blosc 1.10.6 1.11.1
blosc2   NOT Included 2.5.1  
calmjs_parse   NOT Included 1.3.1  
cma   NOT Included 3.3.0  
coffea 0.7.21 2024.5.0
cons   NOT Included 0.4.6  
correctionlib 2.2.2 2.4.0
cppy   NOT Included 1.2.1  
cramjam   NOT Included 2.8.3  
dask_awkward   NOT Included 2024.3.0  
dask_histogram   NOT Included 2024.3.0  
DD4hep 01.27.02   NOT Included
DecayLanguage 0.15.4   NOT Included
dm_tree 0.1.6 0.1.8
etuples   NOT Included 0.3.9  
faiss 1.7.4 1.8.0
fastrlock   NOT Included 0.8.2  
flake8_bugbear   NOT Included 24.2.6  
flake8_builtins 1.5.3 2.5.0
frozenlist 1.3.0 1.4.1
fsspec_xrootd   NOT Included 0.2.4  
gast 0.5.2 0.5.4
Gaudi v37r2   NOT Included
genshi 0.7 0.7.7
gssapi 1.7.3 1.8.3
hepdata_lib 0.12.0 0.14.2
hist 2.6.2 2.7.2
httpstan 4.4.2 4.12.0
huggingface_hub 0.19.4 0.23.2
hyperopt   NOT Included 0.2.7  
importlib_resources 5.12.0 6.1.1
ipympl 0.7.0 0.9.3
itk 5.2.1 5.4.0
itk_core 5.2.1 5.4.0
itk_filtering 5.2.1 5.4.0
itk_io 5.2.1 5.4.0
itk_meshtopolydata 0.7.0 0.11.0
itk_numerics 5.2.1 5.4.0
itk_registration 5.2.1 5.4.0
itk_segmentation 5.2.1 5.4.0
itkwidgets 0.32.0 0.32.6
julia 1.9.4 1.10.3
jupyter_packaging 0.10.4 0.12.3
kokkos 4.0.01 4.3.01
kopf 1.35.5 1.37.2
langchain 0.0.338 0.2.0
langchain_community   NOT Included 0.2.0  
langchain_core   NOT Included 0.2.1  
langchain_text_splitters   NOT Included 0.2.0  
langsmith 0.0.65 0.1.59
llvmlite 0.39.1 0.41.1
llvmmin   NOT Included 17.0.6  
logical_unification   NOT Included 0.4.6  
m2crypto   NOT Included 0.41.0  
mako   NOT Included 1.1.4  
meson 1.2.3 1.3.2
mimesis 4.1.3 14.0.0
minikanren   NOT Included 1.0.3  
mpi4py 3.1.1 3.1.5
multipledispatch   NOT Included 1.0.0  
namex   NOT Included 0.0.8  
ndindex   NOT Included 1.8  
numba 0.56.4 0.58.1
numba_stats   NOT Included 1.7.0  
onnx 1.13.1 1.16.0
onnxruntime 1.16.3 1.17.3
openqasm3   NOT Included 0.5.0  
optree   NOT Included 0.11.0  
oracledb 1.3.1 2.0.1
orjson   NOT Included 3.9.15  
packaging 23.1 23.2
particle 0.23.0   NOT Included
patsy 0.5.2 0.5.6
pbr 5.2.1 6.0.0
pluggy 0.13.1 1.4.0
pyarrow 11.0.0 15.0.0
pybind11 2.10.0 2.11.1
pycpuinfo   NOT Included 9.0.0  
pycuda   NOT Included 2024.1  
pydantic 1.10.9 1.10.15
pydantic_core   NOT Included 2.18.2  
pydigitalwavetools   NOT Included 1.1  
pyopencl   NOT Included 2024.1  
pyqt5_sip   NOT Included 12.13.0  
pyqt_builder   NOT Included 1.15.4  
pyshtools 4.10.3 4.12.2
pysimdjson 3.2.0 5.0.2
pytensor   NOT Included 2.19.0  
pytest_cov 3.0.0 4.1.0
pythonsollya 0.3   NOT Included
py_tools   NOT Included 2021.2.7  
qibo   NOT Included 0.2.7  
qibojit   NOT Included 0.1.3  
RooUnfold 3.0.0 3.0.1
rpds_py 0.10.6 0.18.0
rust   NOT Included 1.74.1  
safetensors 0.4.0 0.4.3
servicex 2.6.2 2.8.0
shapely 1.7.1 2.0.4
statsmodels 0.13.2 0.14.1
tensorflow_model_optimization 0.7.5 0.8.0
tf2onnx 1.15.1 1.16.1
tf_keras   NOT Included 2.16.0  
tokenizers 0.15.0 0.19.1
tvm   NOT Included 0.16.0  
typed_ast 1.5.3   NOT Included
typing_extensions 4.5.0 4.12.1
tzdata   NOT Included 2024.1  
uproot3_methods 0.10.0   NOT Included
webargs 7.0.1 8.4.0
yarl 1.7.2 1.9.4
zfit 0.16.0 0.20.3
zstandard 0.14.0 0.22.0

Generator

agile 1.5.0   NOT Included
Garfield++ ca4517e2   NOT Included
geneva   NOT Included 1.0-rc3  
herwig3 7.2.3 7.2.3p2
madgraph5amc 3.5.2.atlas3 3.5.3.atlas7
professor 2.3.2 2.4.1
pythia8 310 312
rivet 3.1.9 4.0.0
SFGen 1.03 1.03.atlas2
sherpa 2.2.15 2.2.16
sherpa-openmpi 2.2.15.openmpi3 2.2.16.openmpi3
superchic 4.2p2 5.1
yoda 1.9.9 2.0.0

Machine Learning

cuda   NOT Included 12.4  
cudnn   NOT Included 9.1.1.17  
jax 0.4.20 0.4.28
jaxlib 0.4.20 0.4.28
keras 2.13.1 3.3.3
pystan 3.1.1 3.9.0
pytorch_lightning 2.1.2 2.2.4
QKeras 0.9.0   NOT Included
tensorboard 2.13.0 2.16.2
tensorflow 2.13.1 2.16.1
tensorflow_estimator 2.13.0   NOT Included
tensorflow_io_gcs_filesystem 0.34.0 0.36.0
tensorflow_probability 0.21.0 0.24.0
TensorRT   NOT Included 10.0.1.6  
theano 1.0.5   NOT Included
torch 2.1.1 2.3.1
torch_cluster 1.6.1 1.6.3p1
torch_geometric 2.3.0 2.5.3
torchmetrics 0.11.4 1.4.0.post0
torch_sparse 0.6.17 0.6.18
torchvision 0.15.1 0.18.0
transformers 4.35.2 4.41.0
xgboost 2.0.2 2.0.3
Packages not included in Release1: 105
cupy, annotated_types, antlr4_python3_runtime, awkward_cpp, blosc2, calmjs_parse, cma, cons, cppy, cramjam, dask_awkward, dask_histogram, etuples, fastrlock, flake8_bugbear, fsspec_xrootd, hyperopt, langchain_community, langchain_core, langchain_text_splitters, llvmmin, logical_unification, m2crypto, mako, minikanren, multipledispatch, namex, ndindex, numba_stats, openqasm3, optree, orjson, pycpuinfo, pycuda, pydantic_core, pydigitalwavetools, pyopencl, pyqt5_sip, pyqt_builder, pytensor, py_tools, qibo, qibojit, rust, tf_keras, tvm, tzdata, geneva, cuda, cudnn, TensorRT,
Packages not included in Release2: 106_cuda
Geant4, Geant4-vecgeom-scalar, awkward0, pathlib2, QMtest, uproot3, acts, DD4hep, DecayLanguage, Gaudi, particle, pythonsollya, typed_ast, uproot3_methods, agile, Garfield++, QKeras, tensorflow_estimator, theano,