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Title: Neural network implementation for gpu clusterization by ChSonnabend · Pull Request #13610 · AliceO2Group/AliceO2 · GitHub

Open Graph Title: Neural network implementation for gpu clusterization by ChSonnabend · Pull Request #13610 · AliceO2Group/AliceO2

X Title: Neural network implementation for gpu clusterization by ChSonnabend · Pull Request #13610 · AliceO2Group/AliceO2

Description: This PR brings the neural network application to GPU clusterization in the reconstruction code. Several remarks inline: The code includes the ort_interface and GPUORTFloat16 classes in order to make it build, but they are also added in a separate PR The publishing of MC labels around each digit maximum should be changed still. Currently more labels are pushed than necessary, but it makes the code work and gives sensible output in the GPUQA output

Open Graph Description: This PR brings the neural network application to GPU clusterization in the reconstruction code. Several remarks inline: The code includes the ort_interface and GPUORTFloat16 classes in order to ma...

X Description: This PR brings the neural network application to GPU clusterization in the reconstruction code. Several remarks inline: The code includes the ort_interface and GPUORTFloat16 classes in order to ma...

Opengraph URL: https://github.com/AliceO2Group/AliceO2/pull/13610

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og:image:altThis PR brings the neural network application to GPU clusterization in the reconstruction code. Several remarks inline: The code includes the ort_interface and GPUORTFloat16 classes in order to ma...
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Show all changes 36 commits https://github.com/AliceO2Group/AliceO2/pull/13610/files
d4dc46e Copying kernels to implement NN clusterizer ChSonnabend May 16, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/d4dc46e6465e47ce8d8b3b4e74b35479638d17e2
c191885 Merge branch 'dev' into gpu_clusterizer ChSonnabend May 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/c1918858aea1caad42d995f1939f30e5a3f74b4e
05831ef First version of clusterizer in GPU code ChSonnabend May 27, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/05831efed4629001198fbc3b053c8bb41b2e13f7
8515290 Merge branch 'gpu_clusterizer' of github.com:ChSonnabend/AliceO2 into… ChSonnabend May 27, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/8515290935bae2b74828f4fc99cf9b423494dbe2
3f6c934 Adding a compiling and running version with single-threaded ONNX mode… ChSonnabend May 29, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/3f6c934987d68cce26ca1c63c07dc2038be3850b
8ba6805 Clusters now working by a hack ChSonnabend May 29, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/8ba6805ebd889bebf4b11972170570bdd99892cf
6ec3c46 Working implementation of settings via GPUSettings.h and --configKeyV… ChSonnabend Jun 6, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/6ec3c46d37e82b2f37f648ff3750d14f8d72f5b1
626a46f Merge branch 'AliceO2Group:dev' into gpu_clusterizer ChSonnabend Jun 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/626a46fb62e689b14b79e32e6281daea970c6c94
ab4653a Modifying the onnx_interface to include the right headers ChSonnabend Jun 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/ab4653a78a470e740478ed719f24bfed0b8fc0cb
04084c8 Adjusting initialization for new ONNXRuntime version ChSonnabend Jun 24, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/04084c8fd1ea9be525a7368afe5567112d4549cc
01dc4a1 Adjusting global settings and CF code for several settings ChSonnabend Jun 26, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/01dc4a1bd96f3c6094f1368604dff895754a17d3
accd7ab Adding return statement if cluster is rejected ChSonnabend Jul 3, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/accd7abaac7a2fce98a280ec6e4d8fa2e8eb6254
019b388 Merge branch 'AliceO2Group:dev' into gpu_clusterizer ChSonnabend Jul 3, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/019b3887462dcd94feb97c0085c1529f52b7e65a
3473a06 Adding some statements back ChSonnabend Jul 4, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/3473a066755dc4ae23ce7965d7b77cb7d5ffb020
dfffdf5 Merge branch 'dev' into gpu_clusterizer ChSonnabend Oct 16, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/dfffdf5062a3dccf3e0359ddb995062209cce7a3
df21c96 Update to latest status of gpu clusterization ChSonnabend Oct 17, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/df21c963bc4cd132eb5eb175160bf5c76e264fe3
06737fd Fixing uchar -> uint8_t ChSonnabend Oct 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/06737fd8d044a75d4e6da947a3ae6792c7ae42af
b148449 Adding utils header ChSonnabend Oct 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/b14844990173a00a66d9e2ad62185232ab3992d6
534da50 Updating kernels.cmake to uint8_t ChSonnabend Oct 21, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/534da50f248210cff92acdeac763f4f74a2de30e
bb2cb6e Please consider the following formatting changes alibuild Oct 21, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/bb2cb6e48d12f71fb634b1429bf284db23bb97ee
027e225 Merge pull request #6 from alibuild/alibot-cleanup-13610 ChSonnabend Nov 4, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/027e22522f8d0447691b778f21d4f708acdf4c43
25093b3 Adding an ONNX CPU library in the O2 framework ChSonnabend Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/25093b33e1472d21a14e6396aa1d9fe1953d6b1b
74cf0e7 Merge branch 'AliceO2Group:dev' into onnxruntime-cpu ChSonnabend Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/74cf0e7fbd2708d02d8686172789714be681f551
9232328 Please consider the following formatting changes alibuild Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/9232328476bbafb06cc660c2f122d81b67da9d73
9a6a9e8 Merge pull request #7 from alibuild/alibot-cleanup-13709 ChSonnabend Nov 18, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/9a6a9e87234bfc64e991fcb8309598947e601dd6
7251c5c Fixing macOS build issues with calling O*.data() ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/7251c5cfb30266479d3f8d7df38c733ba65add77
d0f4dd8 Fixing compiler issues and char -> uint8_t ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/d0f4dd8271a880c3152cc4e7ae511bb8439aa466
7859ab2 Fixing curly braces ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/7859ab25223ec10c475bbbfa4c6b2da09dfcc609
c6cb3e6 Fixing std::make_shared ChSonnabend Nov 19, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/c6cb3e6f2992f9328185c360c1590a412f401575
55621f0 Merge branch 'onnxruntime-cpu' into gpu_clusterizer ChSonnabend Nov 20, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/55621f0fc43d6c037ff3f8a0ec5666938c9bb124
a00a54b Merge branch 'dev' into gpu_clusterizer ChSonnabend Nov 20, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/a00a54b105b1da7783cca674464e2269d4d0645e
40bc437 Changing order for ChSonnabend Nov 20, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/40bc4371920d9f7b51469d58135d7ee742ea5606
f0a8cc2 Merge branch 'dev' into gpu_clusterizer ChSonnabend Nov 22, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/f0a8cc2cd41898731938f50ad0fdc381049c87e2
d3aede4 Merge branch 'dev' into gpu_clusterizer ChSonnabend Dec 17, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/d3aede46dca3c0808081b030e0a7b3a202413506
52b033f Bug-fixing file name ChSonnabend Dec 17, 2024 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/52b033f0c9594fc5238c986037c3dc9645a04841
314a0ce Merge branch 'dev' into gpu_clusterizer ChSonnabend Jan 17, 2025 https://github.com/AliceO2Group/AliceO2/pull/13610/commits/314a0ce811d35a0004916ecefd090605b59a8120
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