LCG Info: LCG_106_cuda vs. LCG_104 on x86_64-el9-gcc11-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 106_cuda Release2: 104 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: 106_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

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

IO

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

Math

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

XML

libxml2 2.10.4   NOT Included
libxslt 1.1.38 1.1.34
lxml 5.1.0 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 2.15.8 2.15.5
awkward 2.6.4 1.10.3
awkward0   NOT Included 0.15.3  
Boost 1.85.0 1.82.0
clhep 2.4.7.1 2.4.6.4
click 8.1.7 8.0.3
cmaketools 1.9 1.8
coverage 7.4.1 6.3.2
cpymad 1.15.0 1.14.0
cython 3.0.8 0.29.33
dask 2024.5.0 2023.7.1
Davix 0.8.6 0.8.4
dill 0.3.8 0.3.3
distributed 2024.5.0 2023.7.1
flake8 7.0.0 6.0.0
fmt 10.2.1 10.0.0
gdb 14.1 13.2
gperftools 2.15 2.9.1
h5py 3.11.0 3.8.0
hadoop 3.3.6 3.3.5
hepdata_validator 0.3.5 0.3.3
html5lib 1.1 1.0.1
java 8u392 8u362
jsonmcpp 3.11.3 3.10.5
jsonpatch 1.33 1.28
jsonschema 4.20.0 4.16.0
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
psutil 5.9.8 5.8.0
pycodestyle 2.11.1 2.10.0
pyflakes 3.2.0 3.0.1
PyHEADTAIL 1.16.1 1.14.1
pyqt5 5.15.10 5.12.3
pytest 8.0.0 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 6.1.1 6.0.1
requests 2.31.0 2.27.1
ROOT 6.32.02 6.28.04
scipy 1.11.4 1.10.1
setuptools 69.5.1 57.1.0
sip 6.8.3 4.19.15
spark 3.5.1 3.4.1
tabulate 0.9.0 0.8.9
tbb 2021.10.0 2020_U2
toolz 0.12.1 0.11.2
tqdm 4.66.1 4.65.0
uproot 5.3.7 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   NOT Included 26.0.0  
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
asteval 0.9.31   NOT Included
attrs 23.1.0 21.2.0
awkward_cpp 33   NOT Included
blosc 1.11.1 1.10.6
blosc2 2.5.1   NOT Included
calmjs_parse 1.3.1   NOT Included
c_ares 1.17.1   NOT Included
cma 3.3.0   NOT Included
coffea 2024.5.0 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
correctionlib 2.4.0 2.2.2
cppy 1.2.1   NOT Included
cramjam 2.8.3   NOT Included
dask_awkward 2024.3.0   NOT Included
dask_histogram 2024.3.0   NOT Included
DD4hep   NOT Included 01.26  
DecayLanguage   NOT Included 0.15.4  
dm_tree 0.1.8 0.1.6
etuples 0.3.9   NOT Included
faiss 1.8.0 1.7.4
fastrlock 0.8.2   NOT Included
flake8_bugbear 24.2.6   NOT Included
flake8_builtins 2.5.0 1.5.3
fribidi 1.0.13   NOT Included
frozendict 2.3.8   NOT Included
frozenlist 1.4.1 1.3.0
fsspec 2023.10.0 2022.11.0
fsspec_xrootd 0.2.4   NOT Included
gast 0.5.4 0.5.2
Gaudi   NOT Included v36r14  
genshi 0.7.7 0.7
grpc 1.48.0   NOT Included
grpcio 1.56.2 1.48.2
gssapi 1.8.3 1.7.3
hepdata_lib 0.14.2 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 1.10.3 1.9.2
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 0.2.0 0.0.209
langchain_community 0.2.0   NOT Included
langchain_core 0.2.1   NOT Included
langchainplus_sdk 0.0.20 0.0.17
langchain_text_splitters 0.2.0   NOT Included
langsmith 0.1.59   NOT Included
llvmlite 0.41.1 0.39.1
llvmmin 17.0.6   NOT Included
lmfit 1.2.2   NOT Included
logical_unification 0.4.6   NOT Included
m2crypto 0.41.0   NOT Included
mako 1.1.4   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 0.3.1 0.1.0
mpi4py 3.1.5 3.1.1
mplhep 0.3.31 0.3.12
multipledispatch 1.0.0   NOT Included
namex 0.0.8   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
onnxruntime 1.17.3 1.15.1
openmpi 4.1.6 4.1.5
openqasm3 0.5.0   NOT Included
optree 0.11.0   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
particle   NOT Included 0.23.0  
patsy 0.5.6 0.5.2
pbr 6.0.0 5.2.1
pcre2 10.42 10.36
plotly 5.16.1 5.14.1
pluggy 1.4.0 0.13.1
polars 0.18.13   NOT Included
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 1.10.15 1.10.9
pydantic_core 2.18.2   NOT Included
pydigitalwavetools 1.1   NOT Included
pyopencl 2024.1   NOT Included
pyqt5_sip 12.13.0   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 2021.2.7   NOT Included
pyxxhash 3.4.1   NOT Included
qibo 0.2.7   NOT Included
qibojit 0.1.3   NOT Included
re2 2023.11.01   NOT Included
referencing 0.31.0   NOT Included
RooUnfold 3.0.1 3.0.0
rpds_py 0.18.0   NOT Included
rust 1.74.1   NOT Included
safetensors 0.4.3 0.3.1
servicex 2.8.0 2.6.2
shapely 2.0.4 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
tf2onnx 1.16.1 1.14.0
tf_keras 2.16.0   NOT Included
tokenizers 0.19.1 0.13.3
tvm 0.16.0   NOT Included
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  
webargs 8.4.0 7.0.1
xxHash 0.8.2   NOT Included
yarl 1.9.4 1.7.2
zfit 0.20.3   NOT Included
zfit_interface 0.0.3   NOT Included
zstandard 0.22.0 0.14.0

Generator

agile   NOT Included 1.5.0  
apfel 3.1.0 3.0.6
evtgen 2.2.1 2.2.0
Garfield++   NOT Included 961fb7bd  
geneva 1.0-rc3   NOT Included
herwig3 7.2.3p2 7.2.3
madgraph5amc 3.5.3.atlas7 3.4.2.atlas1
professor 2.4.1 2.3.2
pythia8 312 309
rivet 4.0.0 3.1.8
SFGen 1.03.atlas2 1.03
sherpa 2.2.16 2.2.15
sherpa-openmpi 2.2.16.openmpi3 2.2.15.openmpi3
superchic 5.1 4.2p1
thep8i 2.0.3 2.0.2
yoda 2.0.0 1.9.8

Machine Learning

cuda 12.4   NOT Included
cudnn 9.1.1.17   NOT Included
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  
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 10.0.1.6   NOT Included
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: 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,
Packages not included in Release2: 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,