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-A-v0main-fixed-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 qp7mjjsb 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_174528-qp7mjjsb wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run c2v-A-v0main-fixed-eval-v0maintest wandb: ⭐️ View project at https://wandb.ai/spatop/spatop-eval wandb: 🚀 View run at https://wandb.ai/spatop/spatop-eval/runs/qp7mjjsb wandb: WARNING Serializing object of type str that is 114698 bytes wandb: updating run metadata; uploading artifact eval-c2v-A-v0main-fixed-eval-v0maintest wandb: uploading artifact eval-c2v-A-v0main-fixed-eval-v0maintest 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 0.30048 wandb: calibration/ece_dp 0.15884 wandb: calibration/ece_marginal 0.03013 wandb: calibration/ece_score 0.03013 wandb: counts/candidates 16566 wandb: counts/events 30411 wandb: counts/truth_tops 21059 wandb: efficiency/FB 0.70325 wandb: efficiency/FR 0.31095 wandb: efficiency/SRqq 0.3711 wandb: +20 ... wandb: wandb: 🚀 View run c2v-A-v0main-fixed-eval-v0maintest at: https://wandb.ai/spatop/spatop-eval/runs/qp7mjjsb 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_174528-qp7mjjsb/logs { "purity/all": 0.47241337679584694, "efficiency/all": 0.3716225841682891, "purity/FB": 0.7374254049445865, "efficiency/FB": 0.7032520325203252, "purity/FR": 0.42925080984216696, "efficiency/FR": 0.31094912377053274, "purity/SRqq": 0.740873299928418, "efficiency/SRqq": 0.3711007529580495, "event/all_tops_found": 0.3124441964285714, "event/exact": 0.4712110749399888, "event/ntops_correct": 0.6053730558021768, "event/fake_rate_no_truth": 0.2746777679929549, "fr/b_correct": 0.5990275526742301, "fr/w_correct": 0.5396272285251216, "calibration/ece_dp": 0.15883796594972444, "calibration/ece_ap": 0.30047821531720575, "calibration/ece_score": 0.030132619548451353, "calibration/ece_marginal": 0.03013261939975976, "truth/multi_label_fraction": 0.1418395935229593, "counts/candidates": 16566, "counts/truth_tops": 21059, "counts/events": 30411, "merged_selection/purity/all": 0.47241337679584694, "merged_selection/efficiency/all": 0.3716225841682891, "merged_selection/purity/FB": 0.6854684512428298, "merged_selection/efficiency/FB": 0.7642276422764228, "merged_selection/purity/SRqq": 0.6611374407582938, "merged_selection/efficiency/SRqq": 0.5648414985590778, "merged_selection/purity/FR": 0.4332706766917293, "merged_selection/efficiency/FR": 0.31185128716354893 }