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Use per-particle pt weight in loss #383

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Use per-particle pt weight in loss #383

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@jpata jpata commented Dec 17, 2024

Comparing the jet metrics on a small training (orange - with sqrt(pt) weight)
Screenshot 2024-12-30 at 12 23 54

Scanning the number of training events for CLIC and CMS trainings:
clic_events_scan
num_events_scan

More complete validation plots below.
Previous result:
https://huggingface.co/jpata/particleflow/blob/main/cms/v2.1.0/pyg-cms_20241101_090645_682892/plots_checkpoint-18-2.778778/cms_pf_qcd_nopu/jet_response_iqr_over_med_pt_vstarget.png
image

Current result:
https://huggingface.co/jpata/particleflow/blob/main/cms/v2.2.0/pyg-cms_20241212_101648_120237/plots_checkpoint-05-3.498507/cms_pf_qcd_nopu/jet_response_iqr_over_med_pt_vstarget.png
image

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