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

In this section we compare the list of Packages by Category between two Releases. Release1: 103 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-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: 103 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 0.20.1 0.21.1
gdal 3.4.1 3.7.0
gl2ps 1.4.0 1.4.2
graphviz 2.40.1 8.0.5
matplotlib 3.4.3 3.7.1
pygdal 3.3.0   NOT Included
pygraphviz 1.9 1.11
Qt5 5.15.2 5.15.9

IO

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

Math

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

XML

libxml2 2.9.10 2.10.4
libxslt 1.1.34 1.1.38
XercesC 3.2.3 3.2.4

Simulation

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

Tool

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

Other

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

Generator

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

Machine Learning

catboost 0.26.1 1.2
cuda   NOT Included 11.8  
cudnn   NOT Included 8.6.0.163  
jax 0.3.1 0.4.8
jaxlib 0.3.0 0.4.7
keras 2.8.0 2.12.0
lwtnn 2.11.1 2.13
neurobayes 3.7.0   NOT Included
neurobayes_expert 3.7.0   NOT Included
pytorch_lightning 1.8.6 2.0.2
scikitlearn 0.24.2 1.2.2
tensorboard 2.8.0 2.12.2
tensorboard_data_server 0.6.1 0.7.0
tensorflow 2.8.0 2.12.0
tensorflow_estimator 2.8.0 2.12.0
tensorflow_io_gcs_filesystem 0.25.0 0.32.0
tensorflow_probability 0.18.0 0.19.0
TensorRT   NOT Included 8.5.3.1  
torch 1.13.1 2.0.1p1
torch_cluster 1.6.0 1.6.1
torch_geometric 2.2.0 2.3.0
torchmetrics 0.11.0 0.11.4
torch_scatter 2.1.0 2.1.1
torch_sparse 0.6.16 0.6.17
torchvision 0.14.1 0.15.1
transformers   NOT Included 4.30.2  
Packages not included in Release1: 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,
Packages not included in Release2: 104a_cuda
pygdal, Geant4, ipaddress, acts, DD4hep, DecayLanguage, Gaudi, lark_parser, particle, pytest_forked, Garfield++, neurobayes, neurobayes_expert,