Datasets - selvaggi/mlpf GitHub Wiki
Latest datasets
| Description | Train | Eval |
|---|---|---|
| dR log 0.25-0.5 | /eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/train/gun_dr_log_logE_v0_061224/pf_tree_{1..3200}.root /eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/train/gun_dr_log_logE_v0_290125/pf_tree_{3200..8000}.root |
todo |
| dR=0.25 | todo |
/eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/eval/gun_dr_0250_v1_021224/ |
| dR=0.5 | /eos/experiment/fcc/ee/datasets/mlpf/CLD/train/gun_dr_050_v1_271124 |
/eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/eval/gun_05_130225/ |
| fully open | /eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/train/gun_dr_inf_nologE_v1_031224/ |
/eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/eval/gun_dr_inf_v1_031224/ |
| H -> ss | `` | /mnt/proj2/dd-24-98/data/MLPF/011024_Hcard_eval |
Datasets as of 26 November 2024
These datasets contain very little muons due to a bug in the gun - use the newer ones!
| Description | Train | Eval |
|---|---|---|
| dR_log | /eos/experiment/fcc/ee/datasets/mlpf/CLD/train/gun_log_dr_020_050_v2_201124/ |
/eos/experiment/fcc/ee/datasets/mlpf/CLD/eval/gun_log_dr_020_050_v2_201124/ |
| dR=0.25 | /eos/experiment/fcc/ee/datasets/mlpf/CLD/train/181124_gun_dr_025_v1/ |
/eos/experiment/fcc/ee/datasets/mlpf/CLD/eval/181124_gun_dr_025_v2/ |
| dR=0.5 | /eos/experiment/fcc/ee/datasets/mlpf/CLD/eval/gun_dr_050_v3_251124/ |
Feel free to use the script at scripts/auto_plot_results.py
Details on eval datasets:
/eos/experiment/fcc/users/m/mgarciam/mlpf/CLD/eval/gun_05_130225/
npart_range 10,15
eta_range -0.5,0.5
mom_range 0.5,50
drmax 0.5
pid_list 211,-211,130,130,2112,2112,-2112,-2112,22,22,22,22,22,22,11,-11,11,-11,11,-11,13,-13,13,-13,13,-13,-321,321,2212,-2212.
nevents 10
CLD config from CLDConfig_030225/CLDConfig/ detector CLD_o2_v06, key4hep: /key4hep/setup.sh -r 2025-01-28
[archived] Training Datasets
- dR=0.25 ; clustering of 25 November:
/eos/user/m/mgarciam/datasets_mlpf/models_trained_CLD/gun_dr_025_v2 - log dR dataset
/eos/experiment/fcc/ee/datasets/mlpf/CLD/eval/gun_log_dr_020_050_v2_201124/
[archived] Evaluation Datasets
10-15 Particles:
October 2024 version: /mnt/proj2/dd-24-98/data/MLPF/081024_gun_v1/pf_tree_{3000..4000}.root
Path: /eos/experiment/fcc/ee/datasets/mlpf/CLD/eval/300424/dr_05/10_15_v1/
Creation date: 24 June
Config:
npart_range 10,15
eta_range -0.5,0.5
mom_range 0.5,50
drmax 0.3
pid_list 211,-211,130,130,2112,2112,22,22,11,-11
nevents 100
H->ss
/eos/experiment/fcc/ee/datasets/mlpf/CLD/train/011024_Hcard_eval
Ks
/eos/experiment/fcc/ee/datasets/mlpf/CLD/train/081024_ks