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Title: GPU clusterizer with neural networks by ChSonnabend · Pull Request #13981 · AliceO2Group/AliceO2 · GitHub

Open Graph Title: GPU clusterizer with neural networks by ChSonnabend · Pull Request #13981 · AliceO2Group/AliceO2

X Title: GPU clusterizer with neural networks by ChSonnabend · Pull Request #13981 · AliceO2Group/AliceO2

Description: This PR brings a neural network based implementation for the online GPU cluster finder. The code is parallelized for GPU application but requires the correct ONNX runtime version to run on GPUs (see alidist: alisw/alidist#5622).

Open Graph Description: This PR brings a neural network based implementation for the online GPU cluster finder. The code is parallelized for GPU application but requires the correct ONNX runtime version to run on GPUs (se...

X Description: This PR brings a neural network based implementation for the online GPU cluster finder. The code is parallelized for GPU application but requires the correct ONNX runtime version to run on GPUs (se...

Opengraph URL: https://github.com/AliceO2Group/AliceO2/pull/13981

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GPU clusterizer with neural networks https://github.com/AliceO2Group/AliceO2/pull/13981/commits/25093b33e1472d21a14e6396aa1d9fe1953d6b1b#top
Show all changes 104 commits https://github.com/AliceO2Group/AliceO2/pull/13981/files
d4dc46e Copying kernels to implement NN clusterizer ChSonnabend May 16, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/d4dc46e6465e47ce8d8b3b4e74b35479638d17e2
c191885 Merge branch 'dev' into gpu_clusterizer ChSonnabend May 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/c1918858aea1caad42d995f1939f30e5a3f74b4e
05831ef First version of clusterizer in GPU code ChSonnabend May 27, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/05831efed4629001198fbc3b053c8bb41b2e13f7
8515290 Merge branch 'gpu_clusterizer' of github.com:ChSonnabend/AliceO2 into… ChSonnabend May 27, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/8515290935bae2b74828f4fc99cf9b423494dbe2
3f6c934 Adding a compiling and running version with single-threaded ONNX mode… ChSonnabend May 29, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/3f6c934987d68cce26ca1c63c07dc2038be3850b
8ba6805 Clusters now working by a hack ChSonnabend May 29, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/8ba6805ebd889bebf4b11972170570bdd99892cf
6ec3c46 Working implementation of settings via GPUSettings.h and --configKeyV… ChSonnabend Jun 6, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/6ec3c46d37e82b2f37f648ff3750d14f8d72f5b1
626a46f Merge branch 'AliceO2Group:dev' into gpu_clusterizer ChSonnabend Jun 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/626a46fb62e689b14b79e32e6281daea970c6c94
ab4653a Modifying the onnx_interface to include the right headers ChSonnabend Jun 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/ab4653a78a470e740478ed719f24bfed0b8fc0cb
04084c8 Adjusting initialization for new ONNXRuntime version ChSonnabend Jun 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/04084c8fd1ea9be525a7368afe5567112d4549cc
01dc4a1 Adjusting global settings and CF code for several settings ChSonnabend Jun 26, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/01dc4a1bd96f3c6094f1368604dff895754a17d3
accd7ab Adding return statement if cluster is rejected ChSonnabend Jul 3, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/accd7abaac7a2fce98a280ec6e4d8fa2e8eb6254
019b388 Merge branch 'AliceO2Group:dev' into gpu_clusterizer ChSonnabend Jul 3, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/019b3887462dcd94feb97c0085c1529f52b7e65a
3473a06 Adding some statements back ChSonnabend Jul 4, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/3473a066755dc4ae23ce7965d7b77cb7d5ffb020
dfffdf5 Merge branch 'dev' into gpu_clusterizer ChSonnabend Oct 16, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/dfffdf5062a3dccf3e0359ddb995062209cce7a3
df21c96 Update to latest status of gpu clusterization ChSonnabend Oct 17, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/df21c963bc4cd132eb5eb175160bf5c76e264fe3
06737fd Fixing uchar -> uint8_t ChSonnabend Oct 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/06737fd8d044a75d4e6da947a3ae6792c7ae42af
b148449 Adding utils header ChSonnabend Oct 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/b14844990173a00a66d9e2ad62185232ab3992d6
534da50 Updating kernels.cmake to uint8_t ChSonnabend Oct 21, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/534da50f248210cff92acdeac763f4f74a2de30e
bb2cb6e Please consider the following formatting changes alibuild Oct 21, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/bb2cb6e48d12f71fb634b1429bf284db23bb97ee
027e225 Merge pull request #6 from alibuild/alibot-cleanup-13610 ChSonnabend Nov 4, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/027e22522f8d0447691b778f21d4f708acdf4c43
25093b3 Adding an ONNX CPU library in the O2 framework ChSonnabend Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/25093b33e1472d21a14e6396aa1d9fe1953d6b1b
74cf0e7 Merge branch 'AliceO2Group:dev' into onnxruntime-cpu ChSonnabend Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/74cf0e7fbd2708d02d8686172789714be681f551
9232328 Please consider the following formatting changes alibuild Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/9232328476bbafb06cc660c2f122d81b67da9d73
9a6a9e8 Merge pull request #7 from alibuild/alibot-cleanup-13709 ChSonnabend Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/9a6a9e87234bfc64e991fcb8309598947e601dd6
7251c5c Fixing macOS build issues with calling O*.data() ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/7251c5cfb30266479d3f8d7df38c733ba65add77
d0f4dd8 Fixing compiler issues and char -> uint8_t ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/d0f4dd8271a880c3152cc4e7ae511bb8439aa466
7859ab2 Fixing curly braces ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/7859ab25223ec10c475bbbfa4c6b2da09dfcc609
c6cb3e6 Fixing std::make_shared ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/c6cb3e6f2992f9328185c360c1590a412f401575
55621f0 Merge branch 'onnxruntime-cpu' into gpu_clusterizer ChSonnabend Nov 20, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/55621f0fc43d6c037ff3f8a0ec5666938c9bb124
a00a54b Merge branch 'dev' into gpu_clusterizer ChSonnabend Nov 20, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/a00a54b105b1da7783cca674464e2269d4d0645e
40bc437 Changing order for ChSonnabend Nov 20, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/40bc4371920d9f7b51469d58135d7ee742ea5606
f0a8cc2 Merge branch 'dev' into gpu_clusterizer ChSonnabend Nov 22, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/f0a8cc2cd41898731938f50ad0fdc381049c87e2
d3aede4 Merge branch 'dev' into gpu_clusterizer ChSonnabend Dec 17, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/d3aede46dca3c0808081b030e0a7b3a202413506
52b033f Bug-fixing file name ChSonnabend Dec 17, 2024 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/52b033f0c9594fc5238c986037c3dc9645a04841
314a0ce Merge branch 'dev' into gpu_clusterizer ChSonnabend Jan 17, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/314a0ce811d35a0004916ecefd090605b59a8120
684eb56 Making NN clusterizer more efficient ChSonnabend Feb 6, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/684eb56a73022743705019b8c7685f89be1d1021
9bd1ce4 Merge branch 'dev' into gpu_clusterizer ChSonnabend Feb 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/9bd1ce4baf6c8725992a1fe703a6f164b4776812
639b895 Changing constexpr ChSonnabend Feb 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/639b895e909643ad3a2e73662c5e064157c95588
3c4c587 Fixing build issues ChSonnabend Feb 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/3c4c5874def33f5fc7b91119343849c7000ac75d
95bb2ff Major changes to make clusterizer parallelizable. Problem remains: di… ChSonnabend Feb 17, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/95bb2ff078eb991be8acb9432b2646c9c6ebcb76
857f27d Adjusting for default CF regression ChSonnabend Feb 19, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/857f27de7b63afcee4cdfb2907ed0e9df364a1f3
89c0105 Bug-fix for application of CF regression and logging message ChSonnabend Feb 20, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/89c0105a3afd658b5b1f40cc787b9003ffb31e98
45d8071 Adding is_boundary check earlier to avoid out-of-bounds access ChSonnabend Feb 22, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/45d807167d5dcbf4b96e1b478307fd3494d43eda
984857e Bug-fixes for boundary reading ChSonnabend Feb 24, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/984857e30594a11551d10f18470c317ac2fa259c
57862a6 Updating to use explicit calls to kernels instead of if-statements ChSonnabend Feb 25, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/57862a6bc547cd097328edad0b2249a510e445a9
c55cfc2 Bug-fix for class label application ChSonnabend Feb 26, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/c55cfc2bdd27e50fbf8ca40bd8b3b11a1fba781c
0125c2a Explicit casting solves regression issues. To be done: Correct publis… ChSonnabend Feb 26, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/0125c2a9214e74fe434296d77a2c34388caca8a2
408787d Bug-fixes ChSonnabend Feb 26, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/408787d45f06b1106e646141c2ce37d94f5cf9f3
e830697 Adding some documentation ChSonnabend Mar 5, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/e830697fc61b99d9b3d8a5b0d8395a6b93d000e2
1ca9fa0 Please consider the following formatting changes alibuild Mar 5, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/1ca9fa0155a1cf36c2c25a44bb27598d9f064bf2
815cc30 Modifying for Davids comments ChSonnabend Mar 5, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/815cc3024431a254fe15fea0e735a05057ea6349
0bc4097 Merge pull request #10 from alibuild/alibot-cleanup-13981 ChSonnabend Mar 6, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/0bc4097f9036b28c10d0d7696725ae980b184ca3
a478634 Modifications from comments on PR ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/a478634f563e00067d4742f548d55ffd8db4f831
99ca93b Merge branch 'gpu_clusterizer_2' into gpu_clusterizer ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/99ca93b6927c307196a517265ddab7d48bc63249
db0c836 Please consider the following formatting changes alibuild Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/db0c83650d218a1cbb504bd2e1c4ace71cc6c203
7ebdcb9 Merge pull request #12 from alibuild/alibot-cleanup-13981 ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/7ebdcb97719e35cd279a56d8b0013f39cc7dce8f
ff62b9d Merge branch 'dev' into gpu_clusterizer ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/ff62b9df163b2299cc35075d6922ed68b2a0da9c
6c6cb95 iSlice -> iSector ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/6c6cb9589888e288ff43021c3e1d66f565816621
490170e mISlice -> mISector ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/490170e2c6caaece754dc0102c8dd1c2c544c8df
bca1014 Minor bug-fixes ChSonnabend Mar 7, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/bca1014e457c2ef818f399cb85ba42a94e928ba9
b687967 Adjusting for comments ChSonnabend Mar 8, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/b68796749dd9490f63f70fbc4eb90446ed505eb2
70adf1e Bug-fix for fullCI build ChSonnabend Mar 8, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/70adf1ef9849d26da2c61092a0bdd808cd467b68
06e26a8 Adding GPUd() for on-device functions ChSonnabend Mar 8, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/06e26a87087e3660b1247134f7ba1bba323ebb54
bedb592 Fixing compile issues, only thing mssing: conversion of float to float16 ChSonnabend Mar 10, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/bedb592e6a8a59917b76ac87c431cdd316688dda
e888298 Let's see if this does the trick ChSonnabend Mar 10, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/e88829890e13cef14a16fd279c1cca11f988c617
21f5694 Making functions (constructors) GPUd() (GPUdDefault()) ChSonnabend Mar 10, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/21f56947f76bd10b7525390ac16b4ebf03b660d0
66da84e GPU kernels should now be findable ChSonnabend Mar 10, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/66da84e9f3b25aaa94321d551c369dfe54ac6baf
e8af1c2 Adding ifdefs for standalone build and header exclusions in GPUORTFlo… ChSonnabend Mar 10, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/e8af1c29eef6da654931671f1699b659cef42fa6
08753dd Modifying the approach to not use std:: types. Still needs to be test… ChSonnabend Mar 10, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/08753ddc3373ec618450075e830b23537d9120fb
9155cca New version of clusterizer. Compiles locally, but segfaults in fillIn… ChSonnabend Mar 11, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/9155cca526e412e822bdaa30917390d9bf6817fc
05bc4b8 Please consider the following formatting changes alibuild Mar 11, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/05bc4b8971a5c1ed1666058042e97cc583736b3f
24bf104 Merge pull request #14 from alibuild/alibot-cleanup-13981 ChSonnabend Mar 11, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/24bf10426eb25233e3b17d3d6c8289fe3f7e4e94
ed323ec Adjust for comments ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/ed323ec7d68f088c00cc5a2a5bdb15d3ad6f0996
248f9c9 Please consider the following formatting changes alibuild Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/248f9c90aa0cea1d90a392350bffc97f534c2590
f1af003 Merge pull request #15 from alibuild/alibot-cleanup-13981 ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/f1af003cc3d33aad364277b24d9fbb75c5b081bf
a23fdc9 Merge branch 'dev' into gpu_clusterizer ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/a23fdc935c3f8c957c565fef468df511fdfbae3d
bd3c8d1 Merging dev and adjusting build issues ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/bd3c8d1ea0a90558da11ccc81ef95e9e9a80ef8a
cc6c05c Adjusting for comments ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/cc6c05c81c12f6a301a2f2b885cb9d85dc139154
6e809bf Merge branch 'dev' into gpu_clusterizer ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/6e809bf9cc443cbd8705296ad5b79f91599ee37c
80f818d Fixing incorrect #endif ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/80f818dea14bc059c0189c29b341ba6d1dc8929a
ac61052 Please consider the following formatting changes alibuild Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/ac6105237044d09f0a30a54b91719dd94e2a6e94
814d94d Merge pull request #16 from alibuild/alibot-cleanup-13981 ChSonnabend Mar 12, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/814d94df9cdc3f010dd1e48b0c755e9461720a94
c03a60e Fix indentation, remove duplicate define davidrohr Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/c03a60e1ab123900ccdef821b940b6cb4f602784
207ba9c Fixing one memory issue. Segfault / memory leak persists ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/207ba9c1b0003e171030059ff1f3592a1b7b78e1
c5b147f Merge branch 'dev' into gpu_clusterizer ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/c5b147f136a95cc4ff1e26f646660503b6388078
0978c19 Adjusting for new toNative function ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/0978c1966bd161a50efdc0cc712204db2f60be06
ad9696e Fixing .finalize ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/ad9696e0bc73adbe50590baf03008768e2cd48d5
3377435 Adjusting CMakeLIsts and other bugs ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/337743578f0a8535beb6d05808574f878d058b17
9893b43 Adding GPUCA_HAS_ONNX only to tracking ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/9893b434b1134a408a5d7a0f7e03c0d03c1496de
bce04bc Changing to fixed size for number of clusters ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/bce04bc7472e608bf448c94ef7be3e06e748ba1f
713dd64 Fixed segfault. Not producing the right number of clusters yet. ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/713dd64b1037bea80f68f31a8bb6eebfaba3a08c
e66efb1 Network now accepts clusters over all sectors ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/e66efb1781924a1021f040423c0dd42f01d34a03
2b9b8da Whitespaces... ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/2b9b8daccdf1baa8b7902caba36a007274a77903
34419f3 Merge dev + fix-ups ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/34419f3d51c56accf55d6674688832a47ccc2d0d
85d185e Some weird formatting ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/85d185ebad77a292ed87e7b9275322c15f0bf800
49352ab Please consider the following formatting changes alibuild Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/49352ab6b891da405199d75a17051712b25a3b75
90ef464 Merge pull request #17 from alibuild/alibot-cleanup-13981 ChSonnabend Mar 13, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/90ef464c5dda54b4f9338a520f2b86906ea4e25b
78c342d Removing white-spaces ChSonnabend Mar 14, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/78c342d1cc6c11f7f281e7650d01c83c7b8b5352
6a7b17c Adding necessary if-statement to avoid automatic model loading ChSonnabend Mar 14, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/6a7b17c8da959e8fa34767c76262a1665bdbcb6d
41d80d2 Merge dev and fixes ChSonnabend Mar 14, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/41d80d2f69afe6546e5fe1bccf7cb8874171d1d8
bb163ea Removing GPUConstantMem, adding interOpNumThreads option ChSonnabend Mar 14, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/bb163ea3a486db66e1d1d0fd12e1c95203e5bbfd
eabba5f Found the bug where I loose clusters ChSonnabend Mar 14, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/eabba5f377568b18422ee26b3e5e54096151c168
1e80754 Editor configured for whitespaces at EOF ChSonnabend Mar 14, 2025 https://github.com/AliceO2Group/AliceO2/pull/13981/commits/1e807545d2cd7d4781aaafc121e303995b97507d
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