LCG Info: LCG_100cuda vs. LCG_99python2 on x86_64-centos7-gcc8-opt
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Short
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| Platform | Release1 | Release2 |
Graphics |
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| matplotlib | 3.3.4 | 2.2.4 |
Grid |
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| pygsi | NOT Included | 0.6.3 |
IO |
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| COOL | NOT Included | 3_3_3 |
| CORAL | NOT Included | 3_3_3 |
| flatbuffers | 1.12.0 | 1.11.0 |
| hdf5 | 1.10.6 | 1.10.5 |
| LCIO | 02.16.01 | 02.16 |
| pytables | 3.6.1 | 3.5.2 |
| SIO | 00.01.00 | 00.00.04 |
| xrootd | 5.1.1 | 4.12.3 |
Math |
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| cupy | 7.3.0 | NOT Included |
| pyhf | 0.5.4 | NOT Included |
| Vc | 1.4.1p1 | 1.4.1 |
XML |
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| 4suite | NOT Included | 1.0.2p1 |
Simulation |
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| delphes | 3.4.3pre09 | 3.4.3pre06 |
| Geant4 | NOT Included | 10.07 |
Tool |
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| archspec | 0.1.2 | NOT Included |
| astroid | 2.3.3 | 1.6.6p1 |
| awkward | 1.0.2 | 0.12.17 |
| awkward0 | 0.15.3 | NOT Included |
| bcrypt | 3.1.6 | NOT Included |
| Boost | 1.75.0 | 1.73.0 |
| boost_histogram | 0.13.0 | NOT Included |
| CMake | 3.20.0 | 3.18.4 |
| cmmnbuild | NOT Included | 2.1.3 |
| cryptography | 3.3.2 | 2.7 |
| cython | 0.29.21 | 0.29.20 |
| fmt | 7.1.3 | 6.1.2 |
| gdb | 10.1 | 9.1 |
| gperftools | 2.9.1 | 2.8.1 |
| h5py | 2.10.0 | 2.9.0 |
| hadoop | 3.3.0 | 3.2.1 |
| hepdata_converter | 0.2.3 | 0.1.35 |
| ipykernel | 5.1.1 | 4.10.0 |
| ipython | 7.5.0 | 5.8.0 |
| Jinja2 | 2.11.2 | 2.10.1 |
| jpype | NOT Included | 0.6.3 |
| jsonpatch | 1.28 | NOT Included |
| jsonpointer | 2.0 | NOT Included |
| networkx | 2.3 | 2.2 |
| numpy | 1.18.2 | 1.16.4 |
| pandas | 1.2.2 | 0.24.2 |
| pip | 21.0.1 | 19.1.1 |
| processing | NOT Included | 0.52 |
| prompt_toolkit | 2.0.9 | 1.0.16 |
| PyHEADTAIL | 1.14.1 | 1.13.1 |
| pylint | 2.3.1 | 1.9.4 |
| pynacl | 1.3.0 | NOT Included |
| pytest | 6.1.1 | 4.6.9 |
| Python | 3.7.6 | 2.7.16 |
| pytimber | NOT Included | 2.7.0 |
| PyYAML | 5.3.1 | 5.1 |
| rangev3 | 0.11.0 | 0.10.0 |
| ROOT | v6.24.00 | v6.22.06 |
| scipy | 1.5.1 | 1.2.2 |
| spark | 3.1.1-cern1 | 3.0.1-cern1 |
| stomppy | 6.1.0 | 3.1.3 |
| subprocess32 | NOT Included | 3.5.4 |
| tabulate | 0.8.9 | NOT Included |
| tqdm | 4.56.0 | NOT Included |
| uproot | 4.0.1 | 3.10.12 |
| uproot3 | 3.14.2 | NOT Included |
Other |
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| absl_py | 0.11.0 | 0.7.1 |
| acts | NOT Included | 3.0.0 |
| alabaster | 0.7.12 | NOT Included |
| appdirs | 1.4.3 | NOT Included |
| arrow | 3.0.0 | 0.16.0 |
| babel | 2.9.0 | NOT Included |
| Catch2 | 2.13.4 | NOT Included |
| contextlib2 | NOT Included | 0.5.5 |
| control | 0.8.2 | NOT Included |
| DD4hep | NOT Included | 01.15 |
| docopt | 0.6.2 | NOT Included |
| docutils | 0.16 | NOT Included |
| enum34 | NOT Included | 1.1.6 |
| fastrlock | 0.4 | NOT Included |
| filelock | 3.0.12 | NOT Included |
| functools32 | NOT Included | 3.2.3-2 |
| futures | NOT Included | 3.2.0 |
| gast | 0.3.3 | 0.2.2 |
| Gaudi | NOT Included | v34r0 |
| globus_sdk | 2.0.1 | 1.8.0 |
| grpcio | 1.28.1 | 1.26.0 |
| hadoop_xrootd | 1.0.7 | 1.0.4 |
| hypothesis | 5.3.0 | 4.57.1 |
| imagesize | 1.2.0 | NOT Included |
| iminuit | 1.5.2 | 1.3.6 |
| ipydatawidgets | 4.0.1 | NOT Included |
| itk | 5.1.1 | NOT Included |
| itk_core | 5.1.1 | NOT Included |
| itk_filtering | 5.1.1 | NOT Included |
| itk_io | 5.1.1 | NOT Included |
| itk_meshtopolydata | 0.6.2 | NOT Included |
| itk_numerics | 5.1.1 | NOT Included |
| itk_registration | 5.1.1 | NOT Included |
| itk_segmentation | 5.1.1 | NOT Included |
| itkwidgets | 0.32.0 | NOT Included |
| julia | 1.6.0 | NOT Included |
| jupyter_client | 5.3.4 | 5.2.4 |
| jupyter_console | 6.1.0 | 5.2.0 |
| jupyter_core | 4.6.1 | 4.4.0 |
| jupyterlab | 1.2.6 | NOT Included |
| jupyterlab_server | 1.0.6 | NOT Included |
| llvmlite | 0.34.0 | 0.29.0 |
| mako | 1.1.2 | NOT Included |
| more_itertools | 7.0.0 | 5.0.0 |
| numba | 0.51.2 | 0.44.0 |
| onnxruntime | 1.6.0 | NOT Included |
| opt_einsum | 3.2.0 | 2.3.2 |
| p7zip | 16.02 | NOT Included |
| paramiko | 2.4.2 | NOT Included |
| parsl | 0.9.0 | NOT Included |
| patchelf | 0.12 | NOT Included |
| pcre2 | 10.36 | NOT Included |
| pipenv | 2020.11.15 | NOT Included |
| pjlsa | NOT Included | 0.0.14 |
| pyarrow | 3.0.0 | 0.16.0 |
| pybind11 | 2.5.0 | NOT Included |
| pycuda | 2019.1.2 | NOT Included |
| pyjapc | NOT Included | 2.0.4 |
| PyJWT | 2.0.1 | 1.7.1 |
| pyopencl | 2019.1.2 | NOT Included |
| pyserial | 3.4 | NOT Included |
| python_vxi11 | 0.9 | NOT Included |
| py_tools | 2020.1 | NOT Included |
| qcachegrind | 20.12.1 | NOT Included |
| redis | 3.2.1 | NOT Included |
| simdjson | 0.9.2 | NOT Included |
| snowballstemmer | 2.1.0 | NOT Included |
| sphinx | 3.4.3 | NOT Included |
| sphinx_rtd_theme | 0.5.1 | NOT Included |
| stevedore | 3.3.0 | NOT Included |
| suitesparse | 5.9.0 | NOT Included |
| toml | 0.10.2 | NOT Included |
| typed_ast | 1.4.0 | NOT Included |
| typeguard | 2.7.0 | NOT Included |
| typing | NOT Included | 3.6.6 |
| upandas | 0.2.0 | NOT Included |
| uproot3_methods | 0.10.0 | NOT Included |
| uproot_methods | NOT Included | 0.7.1 |
| virtualenv | 20.4.3 | NOT Included |
| virtualenv_clone | 0.5.4 | NOT Included |
| virtualenvwrapper | 4.8.4 | NOT Included |
Generator |
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| apfel | 3.0.4 | NOT Included |
| crmc | 1.8.0 | 1.6.0 |
| Garfield++ | NOT Included | HEAD |
| madgraph5amc | 2.9.3 | 2.8.1.atlas |
| openloops | 2.1.2 | 2.1.1 |
| pythia8 | 245 | 244 |
| rivet | 3.1.4 | 3.1.2 |
| sherpa | 2.2.11 | 2.2.10p5 |
| sherpa-openmpi | 2.2.11.openmpi3 | 2.2.10p5.openmpi3 |
| superchic | 4.01p1 | 3.06 |
| yoda | 1.9.0 | 1.8.3 |
Machine Learning |
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| cuda | 10.1 | NOT Included |
| cudnn | 7.6.5.32 | NOT Included |
| jax | 0.2.9 | NOT Included |
| jaxlib | 0.1.59 | NOT Included |
| keras_preprocessing | 1.1.2 | 1.1.0 |
| scikitlearn | 0.21.2 | 0.20.3 |
| tensorboard | 2.3.0 | 2.1.0 |
| tensorboard_plugin_wit | 1.7.0 | NOT Included |
| tensorflow | 2.3.0 | 2.1.0 |
| tensorflow_estimator | 2.3.0 | 2.1.0 |
| TensorRT | 6.0.1.5 | NOT Included |
| torch | 1.7.0 | 1.4.0 |
| torchvision | 0.8.1 | 0.5.0 |
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Packages not included in Release1: 100cuda pygsi, COOL, CORAL, 4suite, Geant4, cmmnbuild, jpype, processing, pytimber, subprocess32, acts, contextlib2, DD4hep, enum34, functools32, futures, Gaudi, pjlsa, pyjapc, typing, uproot_methods, Garfield++, Packages not included in Release2: 99python2 cupy, pyhf, archspec, awkward0, bcrypt, boost_histogram, jsonpatch, jsonpointer, pynacl, tabulate, tqdm, uproot3, alabaster, appdirs, babel, Catch2, control, docopt, docutils, fastrlock, filelock, imagesize, ipydatawidgets, itk, itk_core, itk_filtering, itk_io, itk_meshtopolydata, itk_numerics, itk_registration, itk_segmentation, itkwidgets, julia, jupyterlab, jupyterlab_server, mako, onnxruntime, p7zip, paramiko, parsl, patchelf, pcre2, pipenv, pybind11, pycuda, pyopencl, pyserial, python_vxi11, py_tools, qcachegrind, redis, simdjson, snowballstemmer, sphinx, sphinx_rtd_theme, stevedore, suitesparse, toml, typed_ast, typeguard, upandas, uproot3_methods, virtualenv, virtualenv_clone, virtualenvwrapper, apfel, cuda, cudnn, jax, jaxlib, tensorboard_plugin_wit, TensorRT, |
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