LCG Info: LCG_106b vs. LCG_104a_cuda on x86_64-el9-gcc11-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 106b Release2: 104a_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: 106b 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 3.8.3 3.7.1
pyproj 3.6.1 3.0.1
seaborn 0.13.2 0.11.2

IO

EDM4hep   NOT Included 00.10  
flatbuffers 23.5.26 2.0.8
hdf5 1.14.3 1.12.2
LCIO 02.21 02.20
podio 01.01 00.16.06
pytables 3.9.2 3.6.1
xrootd 5.7.2 5.6.0

Math

cupy   NOT Included 12.2.0  
kiwisolver 1.4.5 1.0.1
mpfr 4.2.1 4.0.2
pyhf 0.7.6 0.7.4
sympy 1.12 1.8
Vc 1.4.5 1.4.3p1
VecGeom 1.2.6 1.2.3

XML

lxml 5.2.2 4.6.2

Simulation

Geant4 11.2.2   NOT Included
Geant4-vecgeom-scalar 11.2.0   NOT Included
hepmc3 3.2.7 3.2.6

Tool

astroid 3.2.4 2.15.5
autopep8 2.3.1 1.4.4
awkward 2.6.7 1.10.3
awkward0   NOT Included 0.15.3  
Boost 1.86.0 1.82.0
ccache 4.10 4.7.4
clhep 2.4.7.1 2.4.6.4
click 8.1.7 8.0.3
cloudpickle 3.0.0 2.2.0
cmaketools 1.9 1.8
coverage 7.4.1 6.3.2
cpymad 1.15.0 1.14.0
cython 3.0.10 0.29.33
dask 2024.9.0 2023.7.1
Davix 0.8.7 0.8.4
dill 0.3.8 0.3.3
distributed 2024.9.0 2023.7.1
doxygen 1.12.0 1.8.18
flake8 7.1.1 6.0.0
fmt 10.2.1 10.0.0
ftjam   NOT Included 2.5.2  
gdb 15.1 13.2
gperftools 2.15 2.9.1
h5py 3.11.0 3.8.0
hadoop 3.3.6 3.3.4
hepdata_validator 0.3.5 0.3.3
html5lib 1.1 1.0.1
igprof 5.9.18 5.9.16
java 8u392 8u362
jedi 0.19.1 0.18.0
jsonc 0.17 0.12
jsonmcpp 3.11.3 3.10.5
jsonpatch 1.33 1.28
jsonschema 4.20.0 4.16.0
libunwind 1.5.0 1.3.1
multiprocess 0.70.16 0.70.10
networkx 3.2.1 2.8.4
ninja 1.11.1 1.10.0
nodejs 20.12.0 18.15.0
nose 1.6.3 1.3.7
numpy 1.26.4 1.23.5
pandas 2.2.2 1.5.3
pathlib2   NOT Included 2.3.3  
pexpect 4.9.0 4.8.0
pip 23.3.1 22.0.4
protobuf 4.25.4 3.20.3
psutil 5.9.8 5.8.0
pycodestyle 2.12.1 2.10.0
pyflakes 3.2.0 3.0.1
pygments 2.18.0 2.9.0
PyHEADTAIL 1.16.1 1.14.1
pylint 3.2.6 2.17.4
pyqt5 5.15.10 5.12.3
PyRDF   NOT Included 0.2.1  
pytest 8.3.2 7.4.0
Python 3.11.9 3.9.12
python_dateutil 2.9.0 2.8.2
PyYAML 6.0.1 6.0
QMtest   NOT Included 2.4.1  
RELAX 6.1.2 6.0.1
requests 2.31.0 2.27.1
ROOT 6.32.08 6.28.06
scipy 1.14.0 1.10.1
setuptools 69.5.1 57.1.0
sip 6.8.3 4.19.15
spark 3.5.3 3.4.1
tabulate 0.9.0 0.8.9
tbb 2021.10.0 2020_U2
toolz 0.12.1 0.11.2
tornado 6.4.1 6.1
tqdm 4.66.1 4.65.0
uproot 5.3.11 4.3.7
uproot3   NOT Included 3.14.2  
valgrind 3.23.0 3.20.0
zeromq 4.3.5 4.3.4p1

Other

absl 20230802.1   NOT Included
accelerate 0.29.2 0.20.3
acts 26.0.0   NOT Included
alembic 1.13.3   NOT Included
altair 5.2.0   NOT Included
annotated_types 0.6.0   NOT Included
antlr4_python3_runtime 4.13.1   NOT Included
arrow 15.0.0 11.0.0
asteval 0.9.31   NOT Included
astropy 5.3.4 5.3
attrs 23.1.0 21.2.0
awkward_cpp 37   NOT Included
black 24.8.0 23.3.0
blosc 1.11.1 1.10.6
blosc2 2.5.1   NOT Included
calmjs_parse 1.3.1   NOT Included
c_ares 1.34.3   NOT Included
click_default_group 1.2.4   NOT Included
cln 1.3.7   NOT Included
cma 3.3.0   NOT Included
coffea 2024.11.0 0.7.21
colorama 0.4.6   NOT Included
colored 2.2.3   NOT Included
colorlog 6.7.0   NOT Included
cons 0.4.6   NOT Included
contur 2.5.1 2.4.3
correctionlib 2.6.4 2.2.2
cppcheck 2.16.0   NOT Included
cppy 1.2.1   NOT Included
cramjam 2.8.3   NOT Included
dask_awkward 2024.9.0   NOT Included
dask_histogram 2024.9.1   NOT Included
DD4hep 01.30   NOT Included
DecayLanguage 0.15.4   NOT Included
dm_tree 0.1.8 0.1.6
etuples 0.3.9   NOT Included
faiss 1.8.0 1.7.4
fastrlock   NOT Included 0.6  
flake8_bugbear 24.8.19   NOT Included
flake8_builtins 2.5.0 1.5.3
fpdf2 2.7.9   NOT Included
frozendict 2.3.8   NOT Included
frozenlist 1.4.1 1.3.0
fsspec 2024.6.1 2022.11.0
fsspec_xrootd 0.3.0   NOT Included
gast 0.5.4 0.5.2
Gaudi v38r3   NOT Included
gcovr 7.2 5.2
genshi 0.7.7 0.7
ginac 1.8.7   NOT Included
grpc 1.62.3   NOT Included
grpcio 1.56.2 1.48.2
gssapi 1.8.3 1.7.3
hdf5_mpi 1.14.3   NOT Included
heaptrack 1.5.0 1.3.0
hepdata_lib 0.16.0 0.12.0
hist 2.7.2 2.6.2
horovod 0.28.1 0.26.1
httpstan 4.12.0 4.4.2
huggingface_hub 0.23.2 0.14.1
hyperopt 0.2.7   NOT Included
iminuit 2.24.0 2.22.0
importlib_resources 6.1.1 5.12.0
ipympl 0.9.3 0.7.0
itk 5.4.0 5.2.1
itk_core 5.4.0 5.2.1
itk_filtering 5.4.0 5.2.1
itk_io 5.4.0 5.2.1
itk_meshtopolydata 0.11.0 0.7.0
itk_numerics 5.4.0 5.2.1
itk_registration 5.4.0 5.2.1
itk_segmentation 5.4.0 5.2.1
itkwidgets 0.32.6 0.32.0
jacobi 0.9.2   NOT Included
jl_ijulia 1.24.2 1.23.3
jsonschema_specifications 2023.7.1   NOT Included
julia 1.10.4 1.9.2
jupyterlab_rise 0.3.0   NOT Included
jupyter_packaging 0.12.3 0.10.4
keras_tuner 1.4.6p1 1.0.3
kokkos 4.3.01 4.0.01
kopf 1.37.2 1.35.5
kt_legacy 1.0.5 1.0.3
langchain 0.2.14 0.0.209
langchain_community 0.2.12   NOT Included
langchain_core 0.2.35   NOT Included
langchainplus_sdk   NOT Included 0.0.17  
langchain_text_splitters 0.2.2   NOT Included
langsmith 0.1.104   NOT Included
libzip 1.9.2   NOT Included
llvmlite 0.41.1 0.39.1
llvmmin   NOT Included 14.0.3  
lmfit 1.2.2   NOT Included
log4cpp 1.1.4   NOT Included
logical_unification 0.4.6   NOT Included
m2crypto 0.41.0   NOT Included
mako 1.3.5 1.1.4
mcfm 10.3.atlas   NOT Included
memray 1.14.0   NOT Included
meson 1.3.2 1.1.0
mimesis 14.0.0 4.1.3
minikanren 1.0.3   NOT Included
ml_dtypes 0.3.1 0.1.0
mpi4py 3.1.5 3.1.1
mplhep 0.3.31 0.3.12
multipledispatch 1.0.0   NOT Included
mypy 1.11.1 0.941
mypy_extensions 1.0.0 0.4.3
namex 0.0.8   NOT Included
nanobind 2.1.0   NOT Included
ndindex 1.8   NOT Included
nlox 1.2.2.atlas1   NOT Included
numba 0.58.1 0.56.4
numba_stats 1.7.0   NOT Included
numdifftools 0.9.41   NOT Included
onnx 1.16.0 1.13.1
onnxruntime 1.20.1 1.15.1
openapi_schema_pydantic   NOT Included 1.2.4  
opencv_python 4.10.0.84   NOT Included
openmpi 4.1.6 4.1.5
openqasm3 0.5.0   NOT Included
optree 0.11.0   NOT Included
optuna 4.0.0   NOT Included
oracledb 2.0.1 1.3.1
ordered_set 4.1.0   NOT Included
orjson 3.9.15   NOT Included
packaging 23.2 23.1
pacparser 1.4.3 1.4.2
parso 0.8.4 0.8.2
partd 1.4.2 1.2.0
particle 0.23.0   NOT Included
patsy 0.5.6 0.5.2
pbr 6.0.0 5.2.1
pcre2 10.42 10.36
pluggy 1.5.0 0.13.1
pre_commit 3.8.0 3.3.1
protobuf2 2.5.0   NOT Included
pyarrow 15.0.0 11.0.0
pybind11 2.11.1 2.6.2
pycpuinfo 9.0.0   NOT Included
pycuda   NOT Included 2021.1  
pydantic 2.8.2 1.10.9
pydantic_core 2.20.1   NOT Included
pydigitalwavetools 1.1   NOT Included
pyeda 0.29.0   NOT Included
pyopencl   NOT Included 2021.2.2  
pyqt5_sip 12.15.0   NOT Included
pyqt_builder 1.15.4   NOT Included
pyroscope 1.2.0   NOT Included
pyroscope_io 0.8.5   NOT Included
pyshtools 4.12.2 4.10.3
pysimdjson 5.0.2 3.2.0
pytensor 2.19.0   NOT Included
pytest_cov 4.1.0 3.0.0
pythonsollya   NOT Included 0.3  
py_tools   NOT Included 2021.2.7  
pyxxhash 3.4.1   NOT Included
qibo 0.2.12   NOT Included
qibojit 0.1.3   NOT Included
qulacs 0.6.4.1   NOT Included
rapidyaml 0.70.0   NOT Included
re2 2023.11.01   NOT Included
referencing 0.31.0   NOT Included
rich 13.7.1 12.6.0
RooUnfold 3.0.5 3.0.0
rpds_py 0.18.0   NOT Included
ruff 0.6.7   NOT Included
rust 1.78.0   NOT Included
safetensors 0.4.3 0.3.1
scikit_rf 1.1.0   NOT Included
servicex 2.8.0 2.6.2
shapely 2.0.5 1.7.1
statsmodels 0.14.1 0.13.2
svgpath 6.3   NOT Included
svgpathtools 1.6.1   NOT Included
svgwrite 1.4.3   NOT Included
tensorflow_model_optimization 0.8.0 0.7.4
texttable 1.7.0   NOT Included
textual 0.74.0 0.1.18
tf2onnx 1.16.1 1.14.0
tf_keras 2.16.0   NOT Included
threadpoolctl 3.5.0 2.2.0
tokenizers 0.19.1 0.13.3
tvm   NOT Included 0.8.0  
typed_ast   NOT Included 1.5.3  
typing_extensions 4.12.1 4.5.0
tzdata 2024.1   NOT Included
uncertainties 3.1.7 3.1.2
uproot3_methods   NOT Included 0.10.0  
uproot_browser 0.6.7 0.4.0
vector 1.4.1 0.8.5
VTK 9.3.1 9.2.6
webargs 8.4.0 7.0.1
xxHash 0.8.2   NOT Included
yarl 1.9.4 1.7.2
zfit 0.22.0   NOT Included
zfit_interface 0.0.3   NOT Included
zfit_physics 0.7.0   NOT Included
zstandard 0.22.0 0.14.0

Generator

agile   NOT Included 1.5.0  
apfel 3.1.0 3.0.6
cepgen 1.2.5patch2 1.1.0
collier 1.2.8 1.2.5
evtgen 2.2.1 2.2.0
FORM 4.3.1 4.1
Garfield++ 9d53f104   NOT Included
geneva 1.0-rc3.atlas1   NOT Included
herwig3 7.2.3p2 7.2.3
lhapdf 6.5.4 6.5.3
madgraph5amc 3.5.5.atlas11 3.4.2.atlas1
njet 2.1.1 2.0.0
pepper_kokkos 1.1.1   NOT Included
professor 2.4.1 2.3.2
pythia8 312.atlas2 309
recola 2.2.4 2.2.0
recola_SM 2.2.3 2.2.2
rivet 4.0.1 3.1.8
SFGen 1.03.atlas2 1.03
sherpa 3.0.0p1 2.2.15
sherpa-openmpi 3.0.0p1.openmpi3 2.2.15.openmpi3
superchic 5.3 4.2p2
thep8i 2.0.3 2.0.2
vbfnlo 3.0 3.0.0beta5
yoda 2.0.1 1.9.8

Machine Learning

cuda   NOT Included 11.8  
cudnn   NOT Included 8.6.0.163  
jax 0.4.28 0.4.8
jaxlib 0.4.28 0.4.7
keras 3.3.3 2.12.0
pystan 3.9.0 3.1.1
pytorch_lightning 2.2.4 2.0.2
QKeras   NOT Included 0.9.0  
scikitlearn 1.5.1 1.2.2
tensorboard 2.16.2 2.12.2
tensorboard_data_server 0.7.2 0.7.0
tensorboardX 2.6.2.2 2.5.1
tensorflow 2.16.1 2.12.0
tensorflow_estimator   NOT Included 2.12.0  
tensorflow_io_gcs_filesystem 0.36.0 0.32.0
tensorflow_probability 0.24.0 0.19.0
TensorRT   NOT Included 8.5.3.1  
theano   NOT Included 1.0.5  
torch 2.3.1 2.0.1p1
torch_cluster 1.6.3p1 1.6.1
torch_geometric 2.5.3 2.3.0
torchmetrics 1.4.0.post0 0.11.4
torch_sparse 0.6.18 0.6.17
torchvision 0.18.0 0.15.1
transformers 4.41.0 4.30.2
xgboost 2.0.3 1.7.3
Packages not included in Release1: 106b
EDM4hep, cupy, awkward0, ftjam, pathlib2, PyRDF, QMtest, uproot3, fastrlock, langchainplus_sdk, llvmmin, openapi_schema_pydantic, pycuda, pyopencl, pythonsollya, py_tools, tvm, typed_ast, uproot3_methods, agile, cuda, cudnn, QKeras, tensorflow_estimator, TensorRT, theano,
Packages not included in Release2: 104a_cuda
Geant4, Geant4-vecgeom-scalar, absl, acts, alembic, altair, annotated_types, antlr4_python3_runtime, asteval, awkward_cpp, blosc2, calmjs_parse, c_ares, click_default_group, cln, cma, colorama, colored, colorlog, cons, cppcheck, cppy, cramjam, dask_awkward, dask_histogram, DD4hep, DecayLanguage, etuples, flake8_bugbear, fpdf2, frozendict, fsspec_xrootd, Gaudi, ginac, grpc, hdf5_mpi, hyperopt, jacobi, jsonschema_specifications, jupyterlab_rise, langchain_community, langchain_core, langchain_text_splitters, langsmith, libzip, lmfit, log4cpp, logical_unification, m2crypto, mcfm, memray, minikanren, multipledispatch, namex, nanobind, ndindex, nlox, numba_stats, numdifftools, opencv_python, openqasm3, optree, optuna, ordered_set, orjson, particle, protobuf2, pycpuinfo, pydantic_core, pydigitalwavetools, pyeda, pyqt5_sip, pyqt_builder, pyroscope, pyroscope_io, pytensor, pyxxhash, qibo, qibojit, qulacs, rapidyaml, re2, referencing, rpds_py, ruff, rust, scikit_rf, svgpath, svgpathtools, svgwrite, texttable, tf_keras, tzdata, xxHash, zfit, zfit_interface, zfit_physics, Garfield++, geneva, pepper_kokkos,