LCG Info: LCG_107_cuda vs. LCG_104a on x86_64-ubuntu2004-gcc9-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 107_cuda Release2: 104a 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-ubuntu2004-gcc9-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: 107_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

matplotlib 3.8.3 3.7.1
pyproj 3.6.1 3.0.1
Qt5 5.15.15 5.15.9
seaborn 0.13.2 0.11.2

IO

EDM4hep   NOT Included 00.10  
flatbuffers 24.3.25 2.0.8
hdf5 1.14.3 1.12.2
LCIO 02.22.03 02.20
podio 01.02 00.16.06
pytables 3.9.2 3.6.1
xrootd 5.7.3 5.6.0

Math

cupy 13.0.0   NOT Included
fastjet 3.4.3 3.4.1
kiwisolver 1.4.5 1.0.1
mpfr 4.2.1 4.0.2
pyhf 0.7.6 0.7.4
sympy 1.13.1 1.8
Vc 1.4.5 1.4.3p1
VecGeom 1.2.9 1.2.3

XML

lxml 5.2.2 4.6.2

Simulation

Geant4   NOT Included 11.1.2  
Geant4-vecgeom-scalar   NOT Included 11.1.2  
hepmc3 3.2.7 3.2.6

Tool

astroid 3.3.8 2.15.5
autopep8 2.3.1 1.4.4
awkward 2.6.7 1.10.3
awkward0   NOT Included 0.15.3  
Boost 1.87.0 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
CMake 3.30.6 3.26.2
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 0.8.8 0.8.4
dill 0.3.8 0.3.3
distributed 2024.9.0 2023.7.1
doxygen 1.13.1 1.8.18
fjcontrib 1.056 1.052
flake8 7.1.1 6.0.0
fmt 10.2.1 10.0.0
ftjam   NOT Included 2.5.2  
gdb 16.1 13.2
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 1.7.0 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 3.3.3 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  
rangev3 0.12.0 0.11.0
RELAX 6.1.2 6.0.1
requests 2.31.0 2.27.1
ROOT 6.34.02 6.28.06
scipy 1.15.0 1.10.1
setuptools 69.5.1 57.1.0
sip 6.8.3 4.19.15
spark 3.5.4 3.4.1-bin-hadoop3
spdlog 1.15.0 1.9.2
swig 4.3.0 4.0.2
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 3.24.0.zstd 3.20.0
zeromq 4.3.5 4.3.4p1

Other

absl 20230802.1   NOT Included
accelerate 0.29.2 0.20.3
acts   NOT Included 26.0.0  
alembic 1.13.3   NOT Included
alpaka 1.2.0 0.9.0
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
asdf 3.5.0   NOT Included
asdf_standard 1.1.1   NOT Included
asdf_transform_schemas 0.5.0   NOT Included
asteval 0.9.31   NOT Included
astropy 5.3.4 5.3
attrs 23.1.0 21.2.0
awkward_cpp 37   NOT Included
awscrt 0.23.0   NOT Included
bear 3.1.5   NOT Included
black 24.8.0 23.3.0
blosc 1.11.1 1.10.6
blosc2 2.5.1   NOT Included
boto3 1.35.48 1.18.37
botocore 1.35.48 1.21.37
calmjs_parse 1.3.1   NOT Included
c_ares 1.34.3   NOT Included
Catch2 3.7.1 2.13.9
cccl 2.7.0   NOT Included
click_default_group 1.2.4   NOT Included
cln 1.3.7   NOT Included
cma 3.3.0   NOT Included
coffea 2025.1.0 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 3.0.0 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   NOT Included 01.26  
DecayLanguage 0.18.5 0.15.4
dm_tree 0.1.8 0.1.6
etuples 0.3.9   NOT Included
faiss 1.9.0 1.7.4
fastrlock 0.8.2   NOT Included
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   NOT Included v36r14  
gcovr 7.2 5.2
genshi 0.7.7 0.7
ggvvamp 1.0.atlas1   NOT Included
ginac 1.8.7   NOT Included
grpc 1.62.3   NOT Included
grpcio 1.56.2 1.48.2
hdf5_mpi 1.14.3   NOT Included
heaptrack 1.5.0 1.3.0
hepdata_lib 0.16.0 0.12.0
hepstats 0.8.1   NOT Included
hepunits 2.3.5 2.2.0
hist 2.8.0 2.6.2
histoprint 2.4.0 2.2.0
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 2.29.1 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 1.26.0 1.23.3
jmespath 1.0.1 0.10.0
jsonschema_specifications 2023.7.1   NOT Included
julia 1.11.3 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
lap 0.5.12   NOT Included
lhereader 1.0.11   NOT Included
libzip 1.9.2   NOT Included
llvmlite 0.41.1 0.39.1
llvmmin 17.0.6   NOT Included
lmfit 1.2.2   NOT Included
log4cpp 1.1.4   NOT Included
logical_unification 0.4.6   NOT Included
looseversion 1.3.0   NOT Included
mako 1.3.5   NOT Included
mcfm 10.3.atlas   NOT Included
meson 1.3.2 1.1.0
mimesis 14.0.0 4.1.3
minikanren 1.0.3   NOT Included
ml_dtypes 0.4.1 0.1.0
mpi4py 3.1.5 3.1.1
mplhep 0.3.31 0.3.12
multipledispatch 1.0.0   NOT Included
mypy 1.14.1 0.941
mypy_extensions 1.0.0 0.4.3
namex 0.0.8   NOT Included
nanobind 2.4.0   NOT Included
ndindex 1.8   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
openapi_schema_pydantic   NOT Included 1.2.4  
opencv_python 4.10.0.84   NOT Included
openmpi 4.1.6 4.1.5
openpyxl 3.1.5 3.0.9
openqasm3 0.5.0   NOT Included
optree 0.11.0   NOT Included
optuna 4.0.0   NOT Included
oracledb 2.5.1 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 0.25.2 0.23.0
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 2.10.0
pycpuinfo 9.0.0   NOT Included
pycuda 2024.1   NOT Included
pydantic 2.10.6 1.10.9
pydantic_core 2.27.2   NOT Included
pydigitalwavetools 1.1   NOT Included
pyeda 0.29.0   NOT Included
pylhe 0.9.0   NOT Included
pyopencl 2024.1   NOT Included
pyqt5_sip 12.15.0   NOT Included
pyqt_builder 1.15.4   NOT Included
pyroscope 1.12.0   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
py_tools 2021.2.7   NOT Included
pyxxhash 3.4.1   NOT Included
qibo 0.2.15   NOT Included
qibojit 0.1.3   NOT Included
qqvvamp 1.1.atlas1   NOT Included
Qt6 6.8.1 6.5.1
qulacs 0.6.4.1   NOT Included
rapidyaml 0.7.0   NOT Included
re2 2023.11.01   NOT Included
referencing 0.31.0   NOT Included
resample 1.10.1   NOT Included
rich 13.7.1 12.6.0
RooUnfold 3.0.5 3.0.0
rpds_py 0.18.0   NOT Included
ruff 0.9.3   NOT Included
rust 1.82.0   NOT Included
s3transfer 0.10.3 0.5.0
safetensors 0.4.3 0.3.1
scikit_hep 2024.9.1   NOT Included
scikit_rf 1.1.0   NOT Included
semantic_version 2.10.0   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
tex2pix 0.3.1   NOT Included
texttable 1.7.0   NOT Included
textual 0.74.0 0.1.18
tf_keras 2.18.0   NOT Included
threadpoolctl 3.5.0 2.2.0
tokenizers 0.19.1 0.13.3
tvm 0.16.0   NOT Included
typed_ast   NOT Included 1.5.3  
typing_extensions 4.12.2 4.5.0
tzdata 2024.1   NOT Included
ultralytics 8.3.58   NOT Included
ultralytics_thop 2.0.13   NOT Included
uncertainties 3.1.7 3.1.2
upandas   NOT Included 0.2.0  
uproot3_methods   NOT Included 0.10.0  
uproot_browser 0.6.7 0.4.0
veccore 0.8.2 0.8.1
vector 1.5.2 0.8.5
VTK 9.3.1 9.2.6
webargs 8.4.0 7.0.1
webcolors 24.11.1   NOT Included
xxHash 0.8.2   NOT Included
yarl 1.9.4 1.7.2
zfit 0.24.3   NOT Included
zfit_interface 0.0.3   NOT Included
zfit_physics 0.7.0   NOT Included
zstandard 0.22.0 0.14.0

Generator

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++   NOT Included 961fb7bd  
geneva 1.0-rc3.atlas2   NOT Included
gosam 2.1.2 2.1.1
herwig3 7.3.0p1 7.2.3
lhapdf 6.5.5 6.5.3
madgraph5amc 3.5.7.atlas11 3.4.2.atlas1
njet 2.1.1 2.0.0
openloops 2.1.3p2 2.1.2
pepper_kokkos 1.1.1   NOT Included
professor 2.4.1 2.3.2
pythia8 313 309
recola 2.2.4 2.2.0
recola_SM 2.2.3 2.2.2
rivet 4.0.2 3.1.8
SFGen 1.03.atlas2 1.03
sherpa 3.0.1p2 2.2.15
starlight r330 r313
superchic 5.4 4.2p2
thep8i 2.0.3 2.0.2
thepeg 2.3.0 2.2.3
vbfnlo 3.0 3.0.0beta5
yoda 2.0.2 1.9.8

Machine Learning

cuda 12.5   NOT Included
cudnn 9.3.0.75   NOT Included
jax 0.5.0 0.4.8
jax_cuda12_pjrt 0.5.0   NOT Included
jax_cuda12_plugin 0.5.0   NOT Included
jaxlib 0.5.0 0.4.7
keras 3.6.0 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 2.18.0 2.12.2
tensorboard_data_server 0.7.2 0.7.0
tensorboardX 2.6.2.2 2.5.1
tensorflow 2.18.0 2.12.0
tensorflow_estimator   NOT Included 2.12.0  
tensorflow_io_gcs_filesystem 0.36.0 0.32.0
tensorflow_probability 0.25.0 0.19.0
theano   NOT Included 1.0.5  
torch 2.5.1 2.0.1p1
torch_cluster 1.6.3p1 1.6.1
torch_geometric 2.6.1 2.3.0
torchmetrics 1.4.0.post0 0.11.4
torch_scatter 2.1.2 2.1.1
torch_sparse 0.6.18 0.6.17
torchvision 0.20.1 0.15.1
transformers 4.41.0 4.30.2
xgboost 2.1.3 1.7.3
Packages not included in Release1: 107_cuda
EDM4hep, Geant4, Geant4-vecgeom-scalar, awkward0, ftjam, pathlib2, PyRDF, QMtest, uproot3, acts, DD4hep, Gaudi, langchainplus_sdk, openapi_schema_pydantic, typed_ast, upandas, uproot3_methods, Garfield++, QKeras, tensorflow_estimator, theano,
Packages not included in Release2: 104a
cupy, absl, alembic, altair, annotated_types, antlr4_python3_runtime, asdf, asdf_standard, asdf_transform_schemas, asteval, awkward_cpp, awscrt, bear, blosc2, calmjs_parse, c_ares, cccl, click_default_group, cln, cma, colorama, colored, colorlog, cons, cppcheck, cppy, cramjam, dask_awkward, dask_histogram, etuples, fastrlock, flake8_bugbear, fpdf2, frozendict, fsspec_xrootd, ggvvamp, ginac, grpc, hdf5_mpi, hepstats, hyperopt, jacobi, jsonschema_specifications, jupyterlab_rise, langchain_community, langchain_core, langchain_text_splitters, langsmith, lap, lhereader, libzip, llvmmin, lmfit, log4cpp, logical_unification, looseversion, mako, mcfm, minikanren, multipledispatch, namex, nanobind, ndindex, numba_stats, numdifftools, opencv_python, openqasm3, optree, optuna, ordered_set, orjson, protobuf2, pycpuinfo, pycuda, pydantic_core, pydigitalwavetools, pyeda, pylhe, pyopencl, pyqt5_sip, pyqt_builder, pyroscope, pyroscope_io, pytensor, py_tools, pyxxhash, qibo, qibojit, qqvvamp, qulacs, rapidyaml, re2, referencing, resample, rpds_py, ruff, rust, scikit_hep, scikit_rf, semantic_version, svgpath, svgpathtools, svgwrite, tex2pix, texttable, tf_keras, tvm, tzdata, ultralytics, ultralytics_thop, webcolors, xxHash, zfit, zfit_interface, zfit_physics, geneva, pepper_kokkos, cuda, cudnn, jax_cuda12_pjrt, jax_cuda12_plugin,