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"/work/gkrzmanc/1gatr/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
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" \"LGATr_rinv_03_m_900_spatial_only\": \"/work/gkrzmanc/jetclustering/results/train/Eval_LGATr_ValidationSetSTD2_2025_01_13_17_40_58/clustering_tuning_3_sp_comp_only.log\",\n",
" #\"LGATr_cos_sim\": \"/work/gkrzmanc/jetclustering/results/train/Eval_LGATr_ValidationSetSTD2_2025_01_13_17_40_58/clustering_tuning_3_cos_sim.log\",\n",
" #\"LGATr_L_cos_sim\": \"/work/gkrzmanc/jetclustering/results/train/Eval_LGATr_ValidationSetSTD2_2025_01_13_17_40_58/clustering_tuning_3_lorentz_cos_sim.log\",\n",
" \"Identity_rinv_03_m_900\": \"/work/gkrzmanc/jetclustering/results/train/Eval_Identity_ValSet_STD2_2025_01_13_17_59_01/clustering_tuning_3.log\",\n",
" \"LGATr_cos_sim\": \"/work/gkrzmanc/jetclustering/results/train/Eval_Quark_dist_loss_2025_01_18_13_11_16/clustering_tuning_3_cos_sim.log\",\n",
" \"LGATr_qd_norm\": \"/work/gkrzmanc/jetclustering/results/train/Eval_Quark_dist_loss_2025_01_18_13_11_16/clustering_tuning_3_norm.log\",\n",
" \"lgatr_no_coords_loss\": \"/work/gkrzmanc/jetclustering/results/train/Eval_LGATr_no_coords_loss_1_2025_01_20_16_22_21/clustering_tuning_3_sp_comp_only.log\",\n",
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"# visualize the study\n",
"study = studies[\"LGATr_qd_norm\"]\n",
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