LCG Info: LCG_104a_cuda vs. LCG_103 on x86_64-centos7-gcc11-opt

In this section we compare the list of Packages by Category between two Releases. Release1: 104a_cuda Release2: 103 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-centos7-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: 104a_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

cartopy 0.21.1 0.20.1
gdal 3.7.0 3.4.1
gl2ps 1.4.2 1.4.0
graphviz 8.0.5 2.40.1
matplotlib 3.7.1 3.4.3
pygdal   NOT Included 3.3.0  
pygraphviz 1.11 1.9
Qt5 5.15.9 5.15.2

IO

EDM4hep 00.10 00.07.02
flatbuffers 2.0.8 1.12.0
Frontier_Client 2.10.2 2.9.1
LCIO 02.20 02.16.01
podio 00.16.06 00.16.02
xrootd 5.6.0 5.5.0

Math

cupy 12.2.0   NOT Included
eigen 3.4.0 3.3.7
fastjet 3.4.1 3.4.0p1
proj 9.2.0 8.0.0
pyhf 0.7.4 0.7.0
Vc 1.4.3p1 1.4.3
VecGeom 1.2.3 1.2.0

XML

libxml2 2.10.4 2.9.10
libxslt 1.1.38 1.1.34
XercesC 3.2.4 3.2.3

Simulation

delphes 3.5.1pre09 3.5.1pre05
Geant4   NOT Included 11.1.1  
hepmc3 3.2.6 3.2.4

Tool

astroid 2.15.5 2.9.3
awkward 1.10.3 1.10.1
Boost 1.82.0 1.81.0
cachetools 5.3.1 3.1.1
certifi 2022.12.7 2021.5.30
clhep 2.4.6.4 2.4.6.0
cloudpickle 2.2.0 1.6.0
CMake 3.26.2 3.23.2
configparser 5.3.0   NOT Included
cpymad 1.14.0 1.10.0
dask 2023.7.1 2022.6.1
distlib 0.3.6 0.3.2
distributed 2023.7.1 2022.6.1
fjcontrib 1.052 1.046
flake8 6.0.0 3.7.8
fmt 10.0.0 8.1.1
fplll 5.4.4 5.2.1
future 0.18.3 0.17.1
gdb 13.2 12.1
google_auth 2.17.3 1.6.3
gtest 1.13.0 1.11.0
h5py 3.8.0 3.6.0
hadoop 3.3.4 3.3.0
hepdata_validator 0.3.3 0.2.3
imageio 2.31.0 2.5.0
ipaddress   NOT Included 1.0.22  
jemalloc 5.3.0 5.2.1
Jinja2 3.1.2 3.0.1
jupyter_contrib_nbextensions 0.7.0 0.5.220308
lz4 1.9.4 1.9.2
madx 5.09.00 5.08.01
MarkupSafe 2.1.2 2.0.1
mistune 3.0.1 0.8.4
msgpack 1.0.5 0.6.1
nbformat 5.9.1 5.1.3
nodejs 18.15.0 14.16.1
numpy 1.23.5 1.22.3
protobuf 3.20.3 3.18.1
py 1.11.0 1.9.0
py4j 0.10.9.7 0.10.9.5
pycodestyle 2.10.0 2.5.0
pyflakes 3.0.1 2.1.1
pylint 2.17.4 2.12.2
pytest 7.4.0 7.0.1
pywt 1.4.1 1.0.3
R 4.3.0 4.1.2
RELAX 6.0.1 root6
ROOT 6.28.06 6.28.00
scikitimage 0.21.0 0.14.3
scipy 1.10.1 1.8.0
sollya 8.0 7.0
spark 3.4.1-bin-hadoop3 3.3.2-cern1
tqdm 4.65.0 4.61.2
traitlets 5.9.0 5.0.5
urllib3 1.26.16 1.26.6
zict 3.0.0 0.1.4

Other

absl_py 1.4.0 0.11.0
accelerate 0.20.3   NOT Included
acts   NOT Included 6.0.0  
aiohttp 3.8.4 3.8.1
aiostream 0.4.5   NOT Included
anyio 3.7.1 3.2.1
arrow 11.0.0 3.0.0
astropy 5.3 5.0.4
auth_get_sso_cookie 2.4.0-1 1.5.0-1
backoff 2.2.1   NOT Included
bison 3.8.2 3.3.2
black 23.3.0   NOT Included
bokeh 3.1.1 2.3.1
cabinetry 0.5.2   NOT Included
cfgv 3.3.1   NOT Included
coffea 0.7.21 0.7.13
confuse 2.0.1   NOT Included
contourpy 1.0.7   NOT Included
contur 2.4.3 2.4.0
correctionlib 2.2.2 2.1.0
cx_oracle 8.3.0 7.1.3
dask_jobqueue 0.8.2 0.7.3
dask_kubernetes 2023.7.3 2022.5.2
dask_lxplus 0.3.2   NOT Included
dataclasses_json 0.5.8   NOT Included
DD4hep   NOT Included 01.25.01  
DecayLanguage   NOT Included 0.14.1  
exceptiongroup 1.1.1   NOT Included
faiss 1.7.4   NOT Included
fastjsonschema 2.17.1   NOT Included
fastrlock 0.6   NOT Included
filelock 3.12.0 3.0.12
fonttools 4.40.0   NOT Included
fs 2.4.16   NOT Included
func_adl 3.2.5   NOT Included
func_adl_servicex 2.2   NOT Included
func_adl_xAOD 2.1   NOT Included
Gaudi   NOT Included v36r10  
gettext 0.21.1 0.20.1
GitCondDB 0.2.2 0.2.1
google_auth_oauthlib 1.0.0 0.4.1
graphviz_py 0.20.1 0.20
greenlet 2.0.2   NOT Included
grpcio 1.48.2 1.46.3
h11 0.14.0   NOT Included
hepdata_lib 0.12.0   NOT Included
httpcore 0.17.3   NOT Included
httpx 0.24.1   NOT Included
huggingface_hub 0.14.1   NOT Included
identify 2.5.24   NOT Included
iminuit 2.22.0 2.9.0
importlib_metadata 6.6.0 2.0.0
importlib_resources 5.12.0 1.0.2
isort 5.12.0 4.3.20
joblib 1.2.0 1.0.1
julia 1.9.2 1.8.3
kokkos 4.0.01 3.6.00
kr8s 0.8.6   NOT Included
langchain 0.0.209   NOT Included
langchainplus_sdk 0.0.17   NOT Included
lark 1.1.5   NOT Included
lark_parser   NOT Included 0.12.0  
lazy_loader 0.2   NOT Included
lazy_object_proxy 1.9.0 1.6.0
lightning_utilities 0.8.0 0.5.0
linkify_it_py 2.0.2   NOT Included
llvmlite 0.39.1 0.38.1
llvmmin 14.0.3   NOT Included
make_it_sync 1.0.0   NOT Included
mako 1.1.4   NOT Included
markdown_it_py 2.2.0   NOT Included
marshmallow_enum 1.5.1   NOT Included
mccabe 0.7.0 0.6.1
mdit_py_plugins 0.4.0   NOT Included
mdurl 0.1.2   NOT Included
meson 1.1.0   NOT Included
minio 5.0.10   NOT Included
ml_dtypes 0.1.0   NOT Included
mysql 10.5.20 10.5.13
nbconvert 7.6.0 6.1.0
nltk 3.8.1   NOT Included
nodeenv 1.7.0   NOT Included
numba 0.56.4 0.55.2
numcodecs 0.11.0   NOT Included
onnx 1.13.1 1.12.0
onnxruntime 1.15.1 1.13.1
openai 0.27.8   NOT Included
openapi_schema_pydantic 1.2.4   NOT Included
openmpi 4.1.5 4.1.2
opensearch_py 2.2.0   NOT Included
oracle 19.19.0.0.0 19.11.0.0.0
oracledb 1.3.1   NOT Included
packaging 23.1 21.3
pacparser 1.4.2 1.3.7
panel 1.1.0 0.11.3
param 1.13.0 1.10.1
particle   NOT Included 0.20.1  
pathspec 0.11.1   NOT Included
pillow 9.5.0 8.2.0
pipdeptree 2.9.0   NOT Included
platformdirs 3.5.0 2.5.1
plotly 5.16.1 4.5.0
polars 0.18.13   NOT Included
pre_commit 3.3.1   NOT Included
pyarrow 11.0.0 3.0.0
pybind11 2.6.2 2.10.0
pycuda 2021.1   NOT Included
pydantic 1.10.9 1.9.0
pyerfa 2.0.0.3 2.0.0.1
pykube_ng 23.6.0   NOT Included
pyopencl 2021.2.2   NOT Included
pypdf 3.11.0   NOT Included
pypng 0.20220715.0   NOT Included
pyshtools 4.10.3 4.10
pytest_forked   NOT Included 1.4.0  
pytest_xdist 3.3.1 2.5.0
python_box 7.0.1   NOT Included
python_jsonpath 0.7.1   NOT Included
pythran 0.13.1 0.11.0
py_tools 2021.2.7   NOT Included
qastle 0.16.0   NOT Included
qrcode 7.4.2   NOT Included
Qt6 6.5.1   NOT Included
regex 2023.5.5   NOT Included
retry 0.9.2   NOT Included
ruamel_yaml 0.17.31 0.17.16
ruamel_yaml_clib 0.2.7 0.2.6
safetensors 0.3.1   NOT Included
sentencepiece 0.1.99   NOT Included
sentence_transformers 2.2.2   NOT Included
servicex 2.6.2   NOT Included
soupsieve 2.4.1 2.3.2
sqlalchemy 2.0.16 1.2.10
tcut_to_qastle 0.7   NOT Included
tenacity 8.2.2   NOT Included
tensorflow_model_optimization 0.7.4 0.7.0
tf2onnx 1.14.0 1.13.0
tfs_pandas 3.5.1 3.3.1
thrift 0.16.0 0.13.0
tifffile 2023.4.12   NOT Included
tinycss2 1.2.1   NOT Included
tokenizers 0.13.3   NOT Included
tomlkit 0.11.8 0.7.2
tvm 0.8.0   NOT Included
typing_extensions 4.5.0 4.2.0
typing_inspect 0.9.0   NOT Included
uc_micro_py 1.0.2   NOT Included
utf8cpp 3.2.3   NOT Included
veccore 0.8.1 0.8.0
versioneer 0.28   NOT Included
virtualenv 20.23.0 20.4.3
VTK 9.2.6   NOT Included
werkzeug 2.2.3 0.15.4
wrapt 1.14.1 1.13.3
xyzservices 2023.5.0   NOT Included
zipp 3.15.0 0.5.1

Generator

crmc 2.0.1p5 2.0.1p4
evtgen 2.2.0 2.1.1
Garfield++   NOT Included 57ffa3f9  
madgraph5amc 3.4.2.atlas1 3.4.1.atlas1
powheg-box-v2 r3744.lhcb3.rdynamic r3744.lhcb.rdynamic
rivet 3.1.8 3.1.7
SFGen 1.03   NOT Included
sherpa 2.2.15 2.2.14
sherpa-openmpi 2.2.15.openmpi3 2.2.14.openmpi3
superchic 4.2p2 4.15p1
thep8i 2.0.2 2.0.1
yoda 1.9.8 1.9.7

Machine Learning

catboost 1.2 0.26.1
cuda 11.8   NOT Included
cudnn 8.6.0.163   NOT Included
jax 0.4.8 0.3.1
jaxlib 0.4.7 0.3.0
keras 2.12.0 2.8.0
lwtnn 2.13 2.11.1
neurobayes   NOT Included 3.7.0  
neurobayes_expert   NOT Included 3.7.0  
pytorch_lightning 2.0.2 1.8.6
scikitlearn 1.2.2 0.24.2
tensorboard 2.12.2 2.8.0
tensorboard_data_server 0.7.0 0.6.1
tensorflow 2.12.0 2.8.0
tensorflow_estimator 2.12.0 2.8.0
tensorflow_io_gcs_filesystem 0.32.0 0.25.0
tensorflow_probability 0.19.0 0.18.0
TensorRT 8.5.3.1   NOT Included
torch 2.0.1p1 1.13.1
torch_cluster 1.6.1 1.6.0
torch_geometric 2.3.0 2.2.0
torchmetrics 0.11.4 0.11.0
torch_scatter 2.1.1 2.1.0
torch_sparse 0.6.17 0.6.16
torchvision 0.15.1 0.14.1
transformers 4.30.2   NOT Included
Packages not included in Release1: 104a_cuda
pygdal, Geant4, ipaddress, acts, DD4hep, DecayLanguage, Gaudi, lark_parser, particle, pytest_forked, Garfield++, neurobayes, neurobayes_expert,
Packages not included in Release2: 103
cupy, configparser, accelerate, aiostream, backoff, black, cabinetry, cfgv, confuse, contourpy, dask_lxplus, dataclasses_json, exceptiongroup, faiss, fastjsonschema, fastrlock, fonttools, fs, func_adl, func_adl_servicex, func_adl_xAOD, greenlet, h11, hepdata_lib, httpcore, httpx, huggingface_hub, identify, kr8s, langchain, langchainplus_sdk, lark, lazy_loader, linkify_it_py, llvmmin, make_it_sync, mako, markdown_it_py, marshmallow_enum, mdit_py_plugins, mdurl, meson, minio, ml_dtypes, nltk, nodeenv, numcodecs, openai, openapi_schema_pydantic, opensearch_py, oracledb, pathspec, pipdeptree, polars, pre_commit, pycuda, pykube_ng, pyopencl, pypdf, pypng, python_box, python_jsonpath, py_tools, qastle, qrcode, Qt6, regex, retry, safetensors, sentencepiece, sentence_transformers, servicex, tcut_to_qastle, tenacity, tifffile, tinycss2, tokenizers, tvm, typing_inspect, uc_micro_py, utf8cpp, versioneer, VTK, xyzservices, SFGen, cuda, cudnn, TensorRT, transformers,