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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: O2 software project for the ALICE experiment at CERN - Neural network implementation for gpu clusterization by ChSonnabend · Pull Request #13610 · AliceO2Group/AliceO2

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

X: @github

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Domain: github.com

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ChSonnabendhttps://github.com/ChSonnabend
AliceO2Group:devhttps://github.com/AliceO2Group/AliceO2/tree/dev
ChSonnabend:gpu_clusterizerhttps://github.com/ChSonnabend/AliceO2/tree/gpu_clusterizer
Conversationhttps://github.com/AliceO2Group/AliceO2/pull/13610
Commits36 (36)https://github.com/AliceO2Group/AliceO2/pull/13610/commits
Checkshttps://github.com/AliceO2Group/AliceO2/pull/13610/checks
Files changedhttps://github.com/AliceO2Group/AliceO2/pull/13610/changes
Neural network implementation for gpu clusterizationhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits#top
ChSonnabendhttps://github.com/ChSonnabend
AliceO2Group:devhttps://github.com/AliceO2Group/AliceO2/tree/dev
ChSonnabend:gpu_clusterizerhttps://github.com/ChSonnabend/AliceO2/tree/gpu_clusterizer
Copying kernels to implement NN clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/d4dc46e6465e47ce8d8b3b4e74b35479638d17e2
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
d4dc46ehttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/d4dc46e6465e47ce8d8b3b4e74b35479638d17e2
https://github.com/AliceO2Group/AliceO2/tree/d4dc46e6465e47ce8d8b3b4e74b35479638d17e2
Merge branch 'dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/c1918858aea1caad42d995f1939f30e5a3f74b4e
https://github.com/ChSonnabend
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https://github.com/AliceO2Group/AliceO2/tree/c1918858aea1caad42d995f1939f30e5a3f74b4e
First version of clusterizer in GPU codehttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/05831efed4629001198fbc3b053c8bb41b2e13f7
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
05831efhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/05831efed4629001198fbc3b053c8bb41b2e13f7
https://github.com/AliceO2Group/AliceO2/tree/05831efed4629001198fbc3b053c8bb41b2e13f7
Merge branch 'gpu_clusterizer' of github.com:ChSonnabend/AliceO2 into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/8515290935bae2b74828f4fc99cf9b423494dbe2
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
8515290https://github.com/AliceO2Group/AliceO2/pull/13610/commits/8515290935bae2b74828f4fc99cf9b423494dbe2
https://github.com/AliceO2Group/AliceO2/tree/8515290935bae2b74828f4fc99cf9b423494dbe2
Adding a compiling and running version with single-threaded ONNX model executions. Clusters are not getting published yet (FIXME)https://github.com/AliceO2Group/AliceO2/pull/13610/commits/3f6c934987d68cce26ca1c63c07dc2038be3850b
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
3f6c934https://github.com/AliceO2Group/AliceO2/pull/13610/commits/3f6c934987d68cce26ca1c63c07dc2038be3850b
https://github.com/AliceO2Group/AliceO2/tree/3f6c934987d68cce26ca1c63c07dc2038be3850b
Clusters now working by a hackhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/8ba6805ebd889bebf4b11972170570bdd99892cf
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
8ba6805https://github.com/AliceO2Group/AliceO2/pull/13610/commits/8ba6805ebd889bebf4b11972170570bdd99892cf
https://github.com/AliceO2Group/AliceO2/tree/8ba6805ebd889bebf4b11972170570bdd99892cf
Working implementation of settings via GPUSettings.h and --configKeyValues "GPU_proc.[setting]=...;..."https://github.com/AliceO2Group/AliceO2/pull/13610/commits/6ec3c46d37e82b2f37f648ff3750d14f8d72f5b1
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
6ec3c46https://github.com/AliceO2Group/AliceO2/pull/13610/commits/6ec3c46d37e82b2f37f648ff3750d14f8d72f5b1
https://github.com/AliceO2Group/AliceO2/tree/6ec3c46d37e82b2f37f648ff3750d14f8d72f5b1
Merge branch 'AliceO2Group:dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/626a46fb62e689b14b79e32e6281daea970c6c94
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ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
626a46fhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/626a46fb62e689b14b79e32e6281daea970c6c94
https://github.com/AliceO2Group/AliceO2/tree/626a46fb62e689b14b79e32e6281daea970c6c94
Modifying the onnx_interface to include the right headershttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/ab4653a78a470e740478ed719f24bfed0b8fc0cb
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
ab4653ahttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/ab4653a78a470e740478ed719f24bfed0b8fc0cb
https://github.com/AliceO2Group/AliceO2/tree/ab4653a78a470e740478ed719f24bfed0b8fc0cb
Adjusting initialization for new ONNXRuntime versionhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/04084c8fd1ea9be525a7368afe5567112d4549cc
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
04084c8https://github.com/AliceO2Group/AliceO2/pull/13610/commits/04084c8fd1ea9be525a7368afe5567112d4549cc
https://github.com/AliceO2Group/AliceO2/tree/04084c8fd1ea9be525a7368afe5567112d4549cc
Adjusting global settings and CF code for several settingshttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/01dc4a1bd96f3c6094f1368604dff895754a17d3
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
01dc4a1https://github.com/AliceO2Group/AliceO2/pull/13610/commits/01dc4a1bd96f3c6094f1368604dff895754a17d3
https://github.com/AliceO2Group/AliceO2/tree/01dc4a1bd96f3c6094f1368604dff895754a17d3
Adding return statement if cluster is rejectedhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/accd7abaac7a2fce98a280ec6e4d8fa2e8eb6254
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
accd7abhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/accd7abaac7a2fce98a280ec6e4d8fa2e8eb6254
https://github.com/AliceO2Group/AliceO2/tree/accd7abaac7a2fce98a280ec6e4d8fa2e8eb6254
Merge branch 'AliceO2Group:dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/019b3887462dcd94feb97c0085c1529f52b7e65a
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ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
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Adding some statements backhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/3473a066755dc4ae23ce7965d7b77cb7d5ffb020
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
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Merge branch 'dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/dfffdf5062a3dccf3e0359ddb995062209cce7a3
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
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https://github.com/AliceO2Group/AliceO2/tree/dfffdf5062a3dccf3e0359ddb995062209cce7a3
Update to latest status of gpu clusterizationhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/df21c963bc4cd132eb5eb175160bf5c76e264fe3
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
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Fixing uchar -> uint8_thttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/06737fd8d044a75d4e6da947a3ae6792c7ae42af
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
06737fdhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/06737fd8d044a75d4e6da947a3ae6792c7ae42af
https://github.com/AliceO2Group/AliceO2/tree/06737fd8d044a75d4e6da947a3ae6792c7ae42af
Adding utils headerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/b14844990173a00a66d9e2ad62185232ab3992d6
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
b148449https://github.com/AliceO2Group/AliceO2/pull/13610/commits/b14844990173a00a66d9e2ad62185232ab3992d6
https://github.com/AliceO2Group/AliceO2/tree/b14844990173a00a66d9e2ad62185232ab3992d6
Updating kernels.cmake to uint8_thttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/534da50f248210cff92acdeac763f4f74a2de30e
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
534da50https://github.com/AliceO2Group/AliceO2/pull/13610/commits/534da50f248210cff92acdeac763f4f74a2de30e
https://github.com/AliceO2Group/AliceO2/tree/534da50f248210cff92acdeac763f4f74a2de30e
Please consider the following formatting changeshttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/bb2cb6e48d12f71fb634b1429bf284db23bb97ee
https://github.com/alibuild
alibuildhttps://github.com/AliceO2Group/AliceO2/commits?author=alibuild
bb2cb6ehttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/bb2cb6e48d12f71fb634b1429bf284db23bb97ee
https://github.com/AliceO2Group/AliceO2/tree/bb2cb6e48d12f71fb634b1429bf284db23bb97ee
Merge pull request #6 from alibuild/alibot-cleanup-13610https://github.com/AliceO2Group/AliceO2/pull/13610/commits/027e22522f8d0447691b778f21d4f708acdf4c43
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ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
027e225https://github.com/AliceO2Group/AliceO2/pull/13610/commits/027e22522f8d0447691b778f21d4f708acdf4c43
https://github.com/AliceO2Group/AliceO2/tree/027e22522f8d0447691b778f21d4f708acdf4c43
Adding an ONNX CPU library in the O2 frameworkhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/25093b33e1472d21a14e6396aa1d9fe1953d6b1b
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
25093b3https://github.com/AliceO2Group/AliceO2/pull/13610/commits/25093b33e1472d21a14e6396aa1d9fe1953d6b1b
https://github.com/AliceO2Group/AliceO2/tree/25093b33e1472d21a14e6396aa1d9fe1953d6b1b
Merge branch 'AliceO2Group:dev' into onnxruntime-cpuhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/74cf0e7fbd2708d02d8686172789714be681f551
https://github.com/ChSonnabend
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74cf0e7https://github.com/AliceO2Group/AliceO2/pull/13610/commits/74cf0e7fbd2708d02d8686172789714be681f551
https://github.com/AliceO2Group/AliceO2/tree/74cf0e7fbd2708d02d8686172789714be681f551
Please consider the following formatting changeshttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/9232328476bbafb06cc660c2f122d81b67da9d73
https://github.com/alibuild
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9232328https://github.com/AliceO2Group/AliceO2/pull/13610/commits/9232328476bbafb06cc660c2f122d81b67da9d73
https://github.com/AliceO2Group/AliceO2/tree/9232328476bbafb06cc660c2f122d81b67da9d73
Merge pull request #7 from alibuild/alibot-cleanup-13709https://github.com/AliceO2Group/AliceO2/pull/13610/commits/9a6a9e87234bfc64e991fcb8309598947e601dd6
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
9a6a9e8https://github.com/AliceO2Group/AliceO2/pull/13610/commits/9a6a9e87234bfc64e991fcb8309598947e601dd6
https://github.com/AliceO2Group/AliceO2/tree/9a6a9e87234bfc64e991fcb8309598947e601dd6
Fixing macOS build issues with calling O*.data()https://github.com/AliceO2Group/AliceO2/pull/13610/commits/7251c5cfb30266479d3f8d7df38c733ba65add77
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
7251c5chttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/7251c5cfb30266479d3f8d7df38c733ba65add77
https://github.com/AliceO2Group/AliceO2/tree/7251c5cfb30266479d3f8d7df38c733ba65add77
Fixing compiler issues and char -> uint8_thttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/d0f4dd8271a880c3152cc4e7ae511bb8439aa466
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
d0f4dd8https://github.com/AliceO2Group/AliceO2/pull/13610/commits/d0f4dd8271a880c3152cc4e7ae511bb8439aa466
https://github.com/AliceO2Group/AliceO2/tree/d0f4dd8271a880c3152cc4e7ae511bb8439aa466
Fixing curly braceshttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/7859ab25223ec10c475bbbfa4c6b2da09dfcc609
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
7859ab2https://github.com/AliceO2Group/AliceO2/pull/13610/commits/7859ab25223ec10c475bbbfa4c6b2da09dfcc609
https://github.com/AliceO2Group/AliceO2/tree/7859ab25223ec10c475bbbfa4c6b2da09dfcc609
Fixing std::make_sharedhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/c6cb3e6f2992f9328185c360c1590a412f401575
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
c6cb3e6https://github.com/AliceO2Group/AliceO2/pull/13610/commits/c6cb3e6f2992f9328185c360c1590a412f401575
https://github.com/AliceO2Group/AliceO2/tree/c6cb3e6f2992f9328185c360c1590a412f401575
Merge branch 'onnxruntime-cpu' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/55621f0fc43d6c037ff3f8a0ec5666938c9bb124
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
55621f0https://github.com/AliceO2Group/AliceO2/pull/13610/commits/55621f0fc43d6c037ff3f8a0ec5666938c9bb124
https://github.com/AliceO2Group/AliceO2/tree/55621f0fc43d6c037ff3f8a0ec5666938c9bb124
Merge branch 'dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/a00a54b105b1da7783cca674464e2269d4d0645e
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
a00a54bhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/a00a54b105b1da7783cca674464e2269d4d0645e
https://github.com/AliceO2Group/AliceO2/tree/a00a54b105b1da7783cca674464e2269d4d0645e
Changing order for https://github.com/AliceO2Group/AliceO2/pull/13610/commits/40bc4371920d9f7b51469d58135d7ee742ea5606
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
40bc437https://github.com/AliceO2Group/AliceO2/pull/13610/commits/40bc4371920d9f7b51469d58135d7ee742ea5606
https://github.com/AliceO2Group/AliceO2/tree/40bc4371920d9f7b51469d58135d7ee742ea5606
Merge branch 'dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/f0a8cc2cd41898731938f50ad0fdc381049c87e2
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
f0a8cc2https://github.com/AliceO2Group/AliceO2/pull/13610/commits/f0a8cc2cd41898731938f50ad0fdc381049c87e2
https://github.com/AliceO2Group/AliceO2/tree/f0a8cc2cd41898731938f50ad0fdc381049c87e2
Merge branch 'dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/d3aede46dca3c0808081b030e0a7b3a202413506
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
d3aede4https://github.com/AliceO2Group/AliceO2/pull/13610/commits/d3aede46dca3c0808081b030e0a7b3a202413506
https://github.com/AliceO2Group/AliceO2/tree/d3aede46dca3c0808081b030e0a7b3a202413506
Bug-fixing file namehttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/52b033f0c9594fc5238c986037c3dc9645a04841
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
52b033fhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/52b033f0c9594fc5238c986037c3dc9645a04841
https://github.com/AliceO2Group/AliceO2/tree/52b033f0c9594fc5238c986037c3dc9645a04841
Merge branch 'dev' into gpu_clusterizerhttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/314a0ce811d35a0004916ecefd090605b59a8120
https://github.com/ChSonnabend
ChSonnabendhttps://github.com/AliceO2Group/AliceO2/commits?author=ChSonnabend
314a0cehttps://github.com/AliceO2Group/AliceO2/pull/13610/commits/314a0ce811d35a0004916ecefd090605b59a8120
https://github.com/AliceO2Group/AliceO2/tree/314a0ce811d35a0004916ecefd090605b59a8120
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