Processing reco: FB
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: SRqq
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: SRbq
Processing reco: FR
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: 
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: FB
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: SRqq
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: SRbq
Processing reco: FR
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: 
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing c2v-C-v0main-asmain-eval-v0maintest
Processing reco: FB
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: SRqq
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: SRbq
Processing reco: FR
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
Processing reco: 
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
/opt/spatop/src/analysis/plot.py:213: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
  ax_srbq[0].legend()
/opt/spatop/src/analysis/plot.py:214: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
  ax_srbq[1].legend()
Processing reco: 
Number of tops: 2
Number of AK5 jets: 10
Number of AK8 jets: 3
wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
wandb: Currently logged in as: mequinna (spatop) to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
wandb: WARNING Serializing object of type str that is 114698 bytes
wandb: WARNING Serializing object of type str that is 114698 bytes
wandb: setting up run 87jz7kti
wandb: WARNING Serializing object of type str that is 114698 bytes
wandb: WARNING Serializing object of type str that is 114698 bytes
wandb: Tracking run with wandb version 0.30.0
wandb: Run data is saved locally in /opt/spatop/wandb/run-20261011_165612-87jz7kti
wandb: Run `wandb offline` to turn off syncing.
wandb: Syncing run c2v-C-v0main-asmain-eval-v0maintest
wandb: ⭐️ View project at https://wandb.ai/spatop/spatop-eval
wandb: 🚀 View run at https://wandb.ai/spatop/spatop-eval/runs/87jz7kti
wandb: WARNING Serializing object of type str that is 114698 bytes
wandb: updating run metadata; uploading artifact eval-c2v-C-v0main-asmain-eval-v0maintest
wandb: uploading artifact eval-c2v-C-v0main-asmain-eval-v0maintest
wandb: uploading media/images/diagnostics/pt_response_1_864495e5690686a4b8f0.png; uploading requirements.txt; uploading media/images/diagnostics/operating_curves_1_f8939ced76b3238fc156.png; uploading media/images/diagnostics/category_confusion_1_84b1f19dffb0d19ef853.png; uploading media/images/diagnostics/event_efficiency_1_17815e11180407898687.png (+ 15 more)
wandb: uploading history steps 0-1, summary, console lines 0-0
wandb: 
wandb: Run history:
wandb:       calibration/ece_ap ▁
wandb:       calibration/ece_dp ▁
wandb: calibration/ece_marginal ▁
wandb:    calibration/ece_score ▁
wandb:        counts/candidates ▁
wandb:            counts/events ▁
wandb:        counts/truth_tops ▁
wandb:            efficiency/FB ▁
wandb:            efficiency/FR ▁
wandb:          efficiency/SRqq ▁
wandb:                      +20 ...
wandb: 
wandb: Run summary:
wandb:       calibration/ece_ap 0.2561
wandb:       calibration/ece_dp 0.18132
wandb: calibration/ece_marginal 0.06594
wandb:    calibration/ece_score 0.06594
wandb:        counts/candidates 10457
wandb:            counts/events 30411
wandb:        counts/truth_tops 21059
wandb:            efficiency/FB 0.89756
wandb:            efficiency/FR 0.19876
wandb:          efficiency/SRqq 0.45177
wandb:                      +20 ...
wandb: 
wandb: 🚀 View run c2v-C-v0main-asmain-eval-v0maintest at: https://wandb.ai/spatop/spatop-eval/runs/87jz7kti
wandb: ⭐️ View project at: https://wandb.ai/spatop/spatop-eval
wandb: Synced 5 W&B file(s), 15 media file(s), 34 artifact file(s) and 0 other file(s)
wandb: Find logs at: ./wandb/run-20261011_165612-87jz7kti/logs
{
 "purity/all": 0.5678492875585732,
 "efficiency/all": 0.28196970416449024,
 "purity/FB": 0.9012244897959184,
 "efficiency/FB": 0.8975609756097561,
 "purity/FR": 0.4864963949651717,
 "efficiency/FR": 0.19876179539667482,
 "purity/SRqq": 0.7460035523978685,
 "efficiency/SRqq": 0.45177482968806026,
 "event/all_tops_found": 0.23560267857142858,
 "event/exact": 0.4892637532471803,
 "event/ntops_correct": 0.5606195126763343,
 "event/fake_rate_no_truth": 0.13041389800656472,
 "fr/b_correct": 0.5975472230053567,
 "fr/w_correct": 0.5515928954045672,
 "calibration/ece_dp": 0.18131971650165435,
 "calibration/ece_ap": 0.2561013495968686,
 "calibration/ece_score": 0.06593707006790128,
 "calibration/ece_marginal": 0.06593706999387336,
 "truth/multi_label_fraction": 0.1418395935229593,
 "counts/candidates": 10457,
 "counts/truth_tops": 21059,
 "counts/events": 30411,
 "merged_selection/purity/all": 0.5678492875585732,
 "merged_selection/efficiency/all": 0.28196970416449024,
 "merged_selection/purity/FB": 0.8864557988645579,
 "merged_selection/efficiency/FB": 0.916260162601626,
 "merged_selection/purity/SRqq": 0.690566037735849,
 "merged_selection/efficiency/SRqq": 0.6131123919308358,
 "merged_selection/purity/FR": 0.48364771339394763,
 "merged_selection/efficiency/FR": 0.18231396235266523
}