LCG Info: LCG_104 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: 104 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: 104 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

harfbuzz 1.9.0 2.7.4
matplotlib 3.7.1 3.8.3
pango 1.40.13 1.48.9
pyproj 3.0.1 3.6.1
seaborn 0.11.2 0.13.2

IO

EDM4hep 00.10 00.10.05
flatbuffers 2.0.8 23.5.26
hdf5 1.12.2 1.14.3
LCIO 02.20 02.21
podio 00.16.06 00.99
pytables 3.6.1 3.9.2
xrootd 5.5.4 5.6.9

Math

cupy   NOT Included 13.0.0  
kiwisolver 1.0.1 1.4.5
mpfr 4.0.2 4.2.1
pyhf 0.7.2 0.7.6
sympy 1.8 1.12
Vc 1.4.3p1 1.4.5
VecGeom 1.2.3 1.2.6

XML

libxml2   NOT Included 2.10.4  
libxslt 1.1.34 1.1.38
lxml 4.6.2 5.1.0

Simulation

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

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
clhep 2.4.6.4 2.4.7.1
click 8.0.3 8.1.7
cmaketools 1.8 1.9
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
gdb 13.2 14.1
gperftools 2.9.1 2.15
h5py 3.8.0 3.11.0
hadoop 3.3.5 3.3.6
hepdata_validator 0.3.3 0.3.5
html5lib 1.0.1 1.1
java 8u362 8u392
jsonmcpp 3.10.5 3.11.3
jsonpatch 1.28 1.33
jsonschema 4.16.0 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
pip 22.0.4 23.3.1
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
PyYAML 6.0 6.0.1
QMtest 2.4.1   NOT Included
RELAX 6.0.1 6.1.1
requests 2.27.1 2.31.0
ROOT 6.28.04 6.32.02
scipy 1.10.1 1.11.4
setuptools 57.1.0 69.5.1
sip 4.19.15 6.8.3
spark 3.4.1 3.5.1
tabulate 0.8.9 0.9.0
tbb 2020_U2 2021.10.0
toolz 0.11.2 0.12.1
tqdm 4.65.0 4.66.1
uproot 4.3.7 5.3.7
uproot3 3.14.2   NOT Included
valgrind 3.20.0 3.23.0
zeromq 4.3.4p1 4.3.5

Other

absl   NOT Included 20230802.1  
accelerate 0.20.3 0.29.2
acts 26.0.0   NOT Included
altair   NOT Included 5.2.0  
annotated_types   NOT Included 0.6.0  
antlr4_python3_runtime   NOT Included 4.13.1  
arrow 11.0.0 15.0.0
asteval   NOT Included 0.9.31  
attrs 21.2.0 23.1.0
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  
c_ares   NOT Included 1.17.1  
cma   NOT Included 3.3.0  
coffea 0.7.21 2024.5.0
colorama   NOT Included 0.4.6  
colored   NOT Included 2.2.3  
colorlog   NOT Included 6.7.0  
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 01.26   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
fribidi   NOT Included 1.0.13  
frozendict   NOT Included 2.3.8  
frozenlist 1.3.0 1.4.1
fsspec 2022.11.0 2023.10.0
fsspec_xrootd   NOT Included 0.2.4  
gast 0.5.2 0.5.4
Gaudi v36r14   NOT Included
genshi 0.7 0.7.7
grpc   NOT Included 1.48.0  
grpcio 1.48.2 1.56.2
gssapi 1.7.3 1.8.3
hepdata_lib 0.12.0 0.14.2
hist 2.6.2 2.7.2
horovod 0.26.1 0.28.1
httpstan 4.4.2 4.12.0
huggingface_hub 0.14.1 0.23.2
hyperopt   NOT Included 0.2.7  
iminuit 2.22.0 2.24.0
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
jacobi   NOT Included 0.9.2  
jl_ijulia 1.23.3 1.24.2
jsonschema_specifications   NOT Included 2023.7.1  
julia 1.9.2 1.10.3
jupyter_packaging 0.10.4 0.12.3
keras_tuner 1.0.3 1.4.6p1
kokkos 4.0.01 4.3.01
kopf 1.35.5 1.37.2
kt_legacy 1.0.3 1.0.5
langchain 0.0.209 0.2.0
langchain_community   NOT Included 0.2.0  
langchain_core   NOT Included 0.2.1  
langchainplus_sdk 0.0.17 0.0.20
langchain_text_splitters   NOT Included 0.2.0  
langsmith   NOT Included 0.1.59  
llvmlite 0.39.1 0.41.1
llvmmin   NOT Included 17.0.6  
lmfit   NOT Included 1.2.2  
logical_unification   NOT Included 0.4.6  
m2crypto   NOT Included 0.41.0  
mako   NOT Included 1.1.4  
mcfm   NOT Included 10.3.atlas  
meson 1.1.0 1.3.2
mimesis 4.1.3 14.0.0
minikanren   NOT Included 1.0.3  
ml_dtypes 0.1.0 0.3.1
mpi4py 3.1.1 3.1.5
mplhep 0.3.12 0.3.31
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  
numdifftools   NOT Included 0.9.41  
onnx 1.13.1 1.16.0
onnxruntime 1.15.1 1.17.3
openmpi 4.1.5 4.1.6
openqasm3   NOT Included 0.5.0  
optree   NOT Included 0.11.0  
oracledb 1.3.1 2.0.1
ordered_set   NOT Included 4.1.0  
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
pcre2 10.36 10.42
plotly 5.14.1 5.16.1
pluggy 0.13.1 1.4.0
polars   NOT Included 0.18.13  
protobuf2   NOT Included 2.5.0  
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  
pyroscope   NOT Included 1.2.0  
pyroscope_io   NOT Included 0.8.5  
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  
pyxxhash   NOT Included 3.4.1  
qibo   NOT Included 0.2.7  
qibojit   NOT Included 0.1.3  
re2   NOT Included 2023.11.01  
referencing   NOT Included 0.31.0  
RooUnfold 3.0.0 3.0.1
rpds_py   NOT Included 0.18.0  
rust   NOT Included 1.74.1  
safetensors 0.3.1 0.4.3
servicex 2.6.2 2.8.0
shapely 1.7.1 2.0.4
statsmodels 0.13.2 0.14.1
svgpath   NOT Included 6.3  
svgpathtools   NOT Included 1.6.1  
svgwrite   NOT Included 1.4.3  
tensorflow_model_optimization 0.7.4 0.8.0
texttable   NOT Included 1.7.0  
tf2onnx 1.14.0 1.16.1
tf_keras   NOT Included 2.16.0  
tokenizers 0.13.3 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  
uncertainties 3.1.2 3.1.7
uproot3_methods 0.10.0   NOT Included
webargs 7.0.1 8.4.0
xxHash   NOT Included 0.8.2  
yarl 1.7.2 1.9.4
zfit   NOT Included 0.20.3  
zfit_interface   NOT Included 0.0.3  
zstandard 0.14.0 0.22.0

Generator

agile 1.5.0   NOT Included
apfel 3.0.6 3.1.0
evtgen 2.2.0 2.2.1
Garfield++ 961fb7bd   NOT Included
geneva   NOT Included 1.0-rc3  
herwig3 7.2.3 7.2.3p2
madgraph5amc 3.4.2.atlas1 3.5.3.atlas7
professor 2.3.2 2.4.1
pythia8 309 312
rivet 3.1.8 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 4.2p1 5.1
thep8i 2.0.2 2.0.3
yoda 1.9.8 2.0.0

Machine Learning

cuda   NOT Included 12.4  
cudnn   NOT Included 9.1.1.17  
jax 0.4.8 0.4.28
jaxlib 0.4.7 0.4.28
keras 2.12.0 3.3.3
pystan 3.1.1 3.9.0
pytorch_lightning 2.0.2 2.2.4
QKeras 0.9.0   NOT Included
tensorboard 2.12.2 2.16.2
tensorboard_data_server 0.7.0 0.7.2
tensorboardX 2.5.1 2.6.2.2
tensorflow 2.12.0 2.16.1
tensorflow_estimator 2.12.0   NOT Included
tensorflow_io_gcs_filesystem 0.32.0 0.36.0
tensorflow_probability 0.19.0 0.24.0
TensorRT   NOT Included 10.0.1.6  
theano 1.0.5   NOT Included
torch 2.0.1p1 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 4.30.2 4.41.0
xgboost 1.7.3 2.0.3
Packages not included in Release1: 104
cupy, libxml2, absl, altair, annotated_types, antlr4_python3_runtime, asteval, awkward_cpp, blosc2, calmjs_parse, c_ares, cma, colorama, colored, colorlog, cons, cppy, cramjam, dask_awkward, dask_histogram, etuples, fastrlock, flake8_bugbear, fribidi, frozendict, fsspec_xrootd, grpc, hyperopt, jacobi, jsonschema_specifications, langchain_community, langchain_core, langchain_text_splitters, langsmith, llvmmin, lmfit, logical_unification, m2crypto, mako, mcfm, minikanren, multipledispatch, namex, ndindex, numba_stats, numdifftools, openqasm3, optree, ordered_set, orjson, polars, protobuf2, pycpuinfo, pycuda, pydantic_core, pydigitalwavetools, pyopencl, pyqt5_sip, pyqt_builder, pyroscope, pyroscope_io, pytensor, py_tools, pyxxhash, qibo, qibojit, re2, referencing, rpds_py, rust, svgpath, svgpathtools, svgwrite, texttable, tf_keras, tvm, tzdata, xxHash, zfit, zfit_interface, 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,