| === [2026-06-29T18:56:48.9951824+03:00] Retraining POV perception heads in official_hltv_string_ids === | |
| --- [2026-06-29T18:56:49.0198890+03:00] video/audio enemy-belief: video_audio --- | |
| { | |
| "mode": "pov_video_audio_black_radar", | |
| "task": "enemy_region_belief_from_rendered_pov_media", | |
| "planner_eligible": false, | |
| "planner_integration_status": "diagnostic_media_baseline_not_loaded_by_planner", | |
| "n_train": 2048, | |
| "n_holdout": 512, | |
| "target_cols": [ | |
| "target_enemy_zone_0", | |
| "target_enemy_zone_1", | |
| "target_enemy_zone_2", | |
| "target_enemy_zone_3", | |
| "target_enemy_zone_4", | |
| "target_enemy_zone_5", | |
| "target_enemy_zone_6", | |
| "target_enemy_zone_7" | |
| ], | |
| "target_provenance": "privileged_teacher", | |
| "input_ablation": "video_audio", | |
| "runtime_inputs": [ | |
| "obs_video", | |
| "obs_audio", | |
| "black_radar_mask" | |
| ], | |
| "runtime_input_provenance": { | |
| "obs_video": "pov_observable", | |
| "obs_audio": "pov_observable", | |
| "black_radar_mask": "pov_observable" | |
| }, | |
| "structured_proxy_features_not_used": { | |
| "count": 47, | |
| "role": "oracle_extractor_baseline_or_distillation_source_only" | |
| }, | |
| "media": { | |
| "image_size": "64x36", | |
| "frames": 2, | |
| "spatial_view": "full", | |
| "requested_spatial_view": "full", | |
| "video_enabled": true, | |
| "audio_enabled": true, | |
| "audio_sr": 4000, | |
| "audio_bins": 4, | |
| "audio_feature_dim": 7 | |
| }, | |
| "media_cache": { | |
| "index": "official_hltv_string_ids\\pov_media_cache\\27ca51fe6767\\index.parquet", | |
| "prefer_cache": true, | |
| "require_cache": true, | |
| "cached_selected_rows": 2560, | |
| "selected_rows": 2560 | |
| }, | |
| "radar_policy": { | |
| "policy": "masked_black", | |
| "hud_mask": [ | |
| [ | |
| 0.0, | |
| 0.0, | |
| 0.18, | |
| 0.3 | |
| ] | |
| ], | |
| "radar_overlay": "none", | |
| "use_minimap": false | |
| }, | |
| "best_epoch": 6, | |
| "train": { | |
| "n": 2048, | |
| "nll": 2.0553, | |
| "top1": 0.1416, | |
| "top3": 0.3809, | |
| "ece": 0.0591, | |
| "mean_entropy": 0.9773 | |
| }, | |
| "holdout": { | |
| "n": 512, | |
| "nll": 2.0367, | |
| "top1": 0.125, | |
| "top3": 0.3789, | |
| "ece": 0.0758, | |
| "mean_entropy": 0.9772 | |
| }, | |
| "holdout_slices": { | |
| "by_map": { | |
| "dust2": { | |
| "n": 213, | |
| "nll": 2.0309, | |
| "top1": 0.0939, | |
| "top3": 0.3709, | |
| "ece": 0.1083, | |
| "mean_entropy": 0.9772 | |
| }, | |
| "inferno": { | |
| "n": 110, | |
| "nll": 2.0562, | |
| "top1": 0.2, | |
| "top3": 0.3, | |
| "ece": 0.0271, | |
| "mean_entropy": 0.9771 | |
| }, | |
| "mirage": { | |
| "n": 101, | |
| "nll": 2.0724, | |
| "top1": 0.0594, | |
| "top3": 0.3861, | |
| "ece": 0.1401, | |
| "mean_entropy": 0.9771 | |
| }, | |
| "overpass": { | |
| "n": 88, | |
| "nll": 1.9855, | |
| "top1": 0.1818, | |
| "top3": 0.4886, | |
| "ece": 0.0172, | |
| "mean_entropy": 0.9776 | |
| } | |
| }, | |
| "by_side": { | |
| "CT": { | |
| "n": 243, | |
| "nll": 2.0415, | |
| "top1": 0.2181, | |
| "top3": 0.3951, | |
| "ece": 0.0261, | |
| "mean_entropy": 0.9773 | |
| }, | |
| "T": { | |
| "n": 269, | |
| "nll": 2.0324, | |
| "top1": 0.0409, | |
| "top3": 0.3643, | |
| "ece": 0.1588, | |
| "mean_entropy": 0.9772 | |
| } | |
| }, | |
| "by_map_side": { | |
| "dust2|CT": { | |
| "n": 89, | |
| "nll": 2.129, | |
| "top1": 0.1461, | |
| "top3": 0.3596, | |
| "ece": 0.058, | |
| "mean_entropy": 0.9771 | |
| }, | |
| "dust2|T": { | |
| "n": 124, | |
| "nll": 1.9604, | |
| "top1": 0.0565, | |
| "top3": 0.379, | |
| "ece": 0.1445, | |
| "mean_entropy": 0.9773 | |
| }, | |
| "inferno|CT": { | |
| "n": 61, | |
| "nll": 1.9541, | |
| "top1": 0.3607, | |
| "top3": 0.4754, | |
| "ece": 0.1599, | |
| "mean_entropy": 0.9775 | |
| }, | |
| "inferno|T": { | |
| "n": 49, | |
| "nll": 2.1833, | |
| "top1": 0.0, | |
| "top3": 0.0816, | |
| "ece": 0.2007, | |
| "mean_entropy": 0.9767 | |
| }, | |
| "mirage|CT": { | |
| "n": 41, | |
| "nll": 2.0822, | |
| "top1": 0.0488, | |
| "top3": 0.3415, | |
| "ece": 0.153, | |
| "mean_entropy": 0.977 | |
| }, | |
| "mirage|T": { | |
| "n": 60, | |
| "nll": 2.0658, | |
| "top1": 0.0667, | |
| "top3": 0.4167, | |
| "ece": 0.1312, | |
| "mean_entropy": 0.9771 | |
| }, | |
| "overpass|CT": { | |
| "n": 52, | |
| "nll": 1.9622, | |
| "top1": 0.3077, | |
| "top3": 0.4038, | |
| "ece": 0.1075, | |
| "mean_entropy": 0.9776 | |
| }, | |
| "overpass|T": { | |
| "n": 36, | |
| "nll": 2.0192, | |
| "top1": 0.0, | |
| "top3": 0.6111, | |
| "ece": 0.1974, | |
| "mean_entropy": 0.9775 | |
| } | |
| } | |
| }, | |
| "baselines": { | |
| "global_train_prior": { | |
| "n": 512, | |
| "nll": 2.0433, | |
| "top1": 0.125, | |
| "top3": 0.3613, | |
| "ece": 0.0442, | |
| "mean_entropy": 0.9872 | |
| }, | |
| "map_side_phase_prior": { | |
| "n": 512, | |
| "nll": 1.7779, | |
| "top1": 0.3184, | |
| "top3": 0.7598, | |
| "ece": 0.0657, | |
| "mean_entropy": 0.7775 | |
| } | |
| }, | |
| "beats_global_prior_nll": true, | |
| "beats_map_side_phase_prior_nll": false, | |
| "provenance_gate": { | |
| "checked": true, | |
| "forbidden_input_provenance": [ | |
| "eval_only", | |
| "privileged_teacher" | |
| ], | |
| "label_source": "parsed demo enemy positions, target only" | |
| } | |
| } | |
| wrote official_hltv_string_ids\planner_bundle\pov_video_audio_enemy_belief.pt | |
| wrote official_hltv_string_ids\pov_video_audio_enemy_belief_report.json | |
| --- [2026-06-29T18:57:32.3092433+03:00] video/audio enemy-belief: video_only --- | |
| { | |
| "mode": "pov_video_audio_black_radar", | |
| "task": "enemy_region_belief_from_rendered_pov_media", | |
| "planner_eligible": false, | |
| "planner_integration_status": "diagnostic_media_baseline_not_loaded_by_planner", | |
| "n_train": 2048, | |
| "n_holdout": 512, | |
| "target_cols": [ | |
| "target_enemy_zone_0", | |
| "target_enemy_zone_1", | |
| "target_enemy_zone_2", | |
| "target_enemy_zone_3", | |
| "target_enemy_zone_4", | |
| "target_enemy_zone_5", | |
| "target_enemy_zone_6", | |
| "target_enemy_zone_7" | |
| ], | |
| "target_provenance": "privileged_teacher", | |
| "input_ablation": "video_only", | |
| "runtime_inputs": [ | |
| "obs_video", | |
| "black_radar_mask" | |
| ], | |
| "runtime_input_provenance": { | |
| "obs_video": "pov_observable", | |
| "black_radar_mask": "pov_observable" | |
| }, | |
| "structured_proxy_features_not_used": { | |
| "count": 47, | |
| "role": "oracle_extractor_baseline_or_distillation_source_only" | |
| }, | |
| "media": { | |
| "image_size": "64x36", | |
| "frames": 2, | |
| "spatial_view": "full", | |
| "requested_spatial_view": "full", | |
| "video_enabled": true, | |
| "audio_enabled": false, | |
| "audio_sr": 4000, | |
| "audio_bins": 4, | |
| "audio_feature_dim": 7 | |
| }, | |
| "media_cache": { | |
| "index": "official_hltv_string_ids\\pov_media_cache\\27ca51fe6767\\index.parquet", | |
| "prefer_cache": true, | |
| "require_cache": true, | |
| "cached_selected_rows": 2560, | |
| "selected_rows": 2560 | |
| }, | |
| "radar_policy": { | |
| "policy": "masked_black", | |
| "hud_mask": [ | |
| [ | |
| 0.0, | |
| 0.0, | |
| 0.18, | |
| 0.3 | |
| ] | |
| ], | |
| "radar_overlay": "none", | |
| "use_minimap": false | |
| }, | |
| "best_epoch": 4, | |
| "train": { | |
| "n": 2048, | |
| "nll": 2.0563, | |
| "top1": 0.1416, | |
| "top3": 0.3618, | |
| "ece": 0.0414, | |
| "mean_entropy": 0.9775 | |
| }, | |
| "holdout": { | |
| "n": 512, | |
| "nll": 2.0388, | |
| "top1": 0.125, | |
| "top3": 0.3613, | |
| "ece": 0.058, | |
| "mean_entropy": 0.9774 | |
| }, | |
| "holdout_slices": { | |
| "by_map": { | |
| "dust2": { | |
| "n": 213, | |
| "nll": 2.0551, | |
| "top1": 0.0939, | |
| "top3": 0.3474, | |
| "ece": 0.0891, | |
| "mean_entropy": 0.9774 | |
| }, | |
| "inferno": { | |
| "n": 110, | |
| "nll": 2.0544, | |
| "top1": 0.2, | |
| "top3": 0.3091, | |
| "ece": 0.0171, | |
| "mean_entropy": 0.9773 | |
| }, | |
| "mirage": { | |
| "n": 101, | |
| "nll": 2.0306, | |
| "top1": 0.0594, | |
| "top3": 0.3564, | |
| "ece": 0.1234, | |
| "mean_entropy": 0.9772 | |
| }, | |
| "overpass": { | |
| "n": 88, | |
| "nll": 1.9892, | |
| "top1": 0.1818, | |
| "top3": 0.4659, | |
| "ece": 0.0012, | |
| "mean_entropy": 0.9776 | |
| } | |
| }, | |
| "by_side": { | |
| "CT": { | |
| "n": 243, | |
| "nll": 2.0497, | |
| "top1": 0.2181, | |
| "top3": 0.3951, | |
| "ece": 0.0351, | |
| "mean_entropy": 0.9774 | |
| }, | |
| "T": { | |
| "n": 269, | |
| "nll": 2.029, | |
| "top1": 0.0409, | |
| "top3": 0.3309, | |
| "ece": 0.142, | |
| "mean_entropy": 0.9773 | |
| } | |
| }, | |
| "by_map_side": { | |
| "dust2|CT": { | |
| "n": 89, | |
| "nll": 2.1543, | |
| "top1": 0.1461, | |
| "top3": 0.3933, | |
| "ece": 0.0369, | |
| "mean_entropy": 0.9773 | |
| }, | |
| "dust2|T": { | |
| "n": 124, | |
| "nll": 1.984, | |
| "top1": 0.0565, | |
| "top3": 0.3145, | |
| "ece": 0.1266, | |
| "mean_entropy": 0.9774 | |
| }, | |
| "inferno|CT": { | |
| "n": 61, | |
| "nll": 1.9227, | |
| "top1": 0.3607, | |
| "top3": 0.5082, | |
| "ece": 0.1776, | |
| "mean_entropy": 0.9776 | |
| }, | |
| "inferno|T": { | |
| "n": 49, | |
| "nll": 2.2184, | |
| "top1": 0.0, | |
| "top3": 0.0612, | |
| "ece": 0.1827, | |
| "mean_entropy": 0.977 | |
| }, | |
| "mirage|CT": { | |
| "n": 41, | |
| "nll": 2.0704, | |
| "top1": 0.0488, | |
| "top3": 0.2683, | |
| "ece": 0.134, | |
| "mean_entropy": 0.9772 | |
| }, | |
| "mirage|T": { | |
| "n": 60, | |
| "nll": 2.0033, | |
| "top1": 0.0667, | |
| "top3": 0.4167, | |
| "ece": 0.1162, | |
| "mean_entropy": 0.9773 | |
| }, | |
| "overpass|CT": { | |
| "n": 52, | |
| "nll": 2.0033, | |
| "top1": 0.3077, | |
| "top3": 0.3654, | |
| "ece": 0.1247, | |
| "mean_entropy": 0.9776 | |
| }, | |
| "overpass|T": { | |
| "n": 36, | |
| "nll": 1.9688, | |
| "top1": 0.0, | |
| "top3": 0.6111, | |
| "ece": 0.183, | |
| "mean_entropy": 0.9776 | |
| } | |
| } | |
| }, | |
| "baselines": { | |
| "global_train_prior": { | |
| "n": 512, | |
| "nll": 2.0433, | |
| "top1": 0.125, | |
| "top3": 0.3613, | |
| "ece": 0.0442, | |
| "mean_entropy": 0.9872 | |
| }, | |
| "map_side_phase_prior": { | |
| "n": 512, | |
| "nll": 1.7779, | |
| "top1": 0.3184, | |
| "top3": 0.7598, | |
| "ece": 0.0657, | |
| "mean_entropy": 0.7775 | |
| } | |
| }, | |
| "beats_global_prior_nll": true, | |
| "beats_map_side_phase_prior_nll": false, | |
| "provenance_gate": { | |
| "checked": true, | |
| "forbidden_input_provenance": [ | |
| "eval_only", | |
| "privileged_teacher" | |
| ], | |
| "label_source": "parsed demo enemy positions, target only" | |
| } | |
| } | |
| wrote official_hltv_string_ids\planner_bundle\pov_video_only_enemy_belief.pt | |
| wrote official_hltv_string_ids\pov_video_only_enemy_belief_report.json | |
| --- [2026-06-29T18:57:59.8382282+03:00] video/audio enemy-belief: audio_only --- | |
| { | |
| "mode": "pov_video_audio_black_radar", | |
| "task": "enemy_region_belief_from_rendered_pov_media", | |
| "planner_eligible": false, | |
| "planner_integration_status": "diagnostic_media_baseline_not_loaded_by_planner", | |
| "n_train": 2048, | |
| "n_holdout": 512, | |
| "target_cols": [ | |
| "target_enemy_zone_0", | |
| "target_enemy_zone_1", | |
| "target_enemy_zone_2", | |
| "target_enemy_zone_3", | |
| "target_enemy_zone_4", | |
| "target_enemy_zone_5", | |
| "target_enemy_zone_6", | |
| "target_enemy_zone_7" | |
| ], | |
| "target_provenance": "privileged_teacher", | |
| "input_ablation": "audio_only", | |
| "runtime_inputs": [ | |
| "obs_audio" | |
| ], | |
| "runtime_input_provenance": { | |
| "obs_audio": "pov_observable" | |
| }, | |
| "structured_proxy_features_not_used": { | |
| "count": 47, | |
| "role": "oracle_extractor_baseline_or_distillation_source_only" | |
| }, | |
| "media": { | |
| "image_size": "64x36", | |
| "frames": 2, | |
| "spatial_view": "full", | |
| "requested_spatial_view": "full", | |
| "video_enabled": false, | |
| "audio_enabled": true, | |
| "audio_sr": 4000, | |
| "audio_bins": 4, | |
| "audio_feature_dim": 7 | |
| }, | |
| "media_cache": { | |
| "index": "official_hltv_string_ids\\pov_media_cache\\27ca51fe6767\\index.parquet", | |
| "prefer_cache": true, | |
| "require_cache": true, | |
| "cached_selected_rows": 2560, | |
| "selected_rows": 2560 | |
| }, | |
| "radar_policy": { | |
| "policy": "masked_black", | |
| "hud_mask": [ | |
| [ | |
| 0.0, | |
| 0.0, | |
| 0.18, | |
| 0.3 | |
| ] | |
| ], | |
| "radar_overlay": "none", | |
| "use_minimap": false | |
| }, | |
| "best_epoch": 4, | |
| "train": { | |
| "n": 2048, | |
| "nll": 2.0569, | |
| "top1": 0.1416, | |
| "top3": 0.3618, | |
| "ece": 0.0574, | |
| "mean_entropy": 0.9758 | |
| }, | |
| "holdout": { | |
| "n": 512, | |
| "nll": 2.0362, | |
| "top1": 0.125, | |
| "top3": 0.3613, | |
| "ece": 0.0664, | |
| "mean_entropy": 0.9758 | |
| }, | |
| "holdout_slices": { | |
| "by_map": { | |
| "dust2": { | |
| "n": 213, | |
| "nll": 2.0565, | |
| "top1": 0.0939, | |
| "top3": 0.3474, | |
| "ece": 0.0983, | |
| "mean_entropy": 0.9758 | |
| }, | |
| "inferno": { | |
| "n": 110, | |
| "nll": 2.0477, | |
| "top1": 0.2, | |
| "top3": 0.3091, | |
| "ece": 0.0244, | |
| "mean_entropy": 0.9757 | |
| }, | |
| "mirage": { | |
| "n": 101, | |
| "nll": 2.0266, | |
| "top1": 0.0594, | |
| "top3": 0.3564, | |
| "ece": 0.1312, | |
| "mean_entropy": 0.9758 | |
| }, | |
| "overpass": { | |
| "n": 88, | |
| "nll": 1.9839, | |
| "top1": 0.1818, | |
| "top3": 0.4659, | |
| "ece": 0.0078, | |
| "mean_entropy": 0.976 | |
| } | |
| }, | |
| "by_side": { | |
| "CT": { | |
| "n": 243, | |
| "nll": 2.0414, | |
| "top1": 0.2181, | |
| "top3": 0.3951, | |
| "ece": 0.0258, | |
| "mean_entropy": 0.9758 | |
| }, | |
| "T": { | |
| "n": 269, | |
| "nll": 2.0316, | |
| "top1": 0.0409, | |
| "top3": 0.3309, | |
| "ece": 0.1496, | |
| "mean_entropy": 0.9759 | |
| } | |
| }, | |
| "by_map_side": { | |
| "dust2|CT": { | |
| "n": 89, | |
| "nll": 2.1499, | |
| "top1": 0.1461, | |
| "top3": 0.3933, | |
| "ece": 0.0477, | |
| "mean_entropy": 0.9757 | |
| }, | |
| "dust2|T": { | |
| "n": 124, | |
| "nll": 1.9895, | |
| "top1": 0.0565, | |
| "top3": 0.3145, | |
| "ece": 0.1346, | |
| "mean_entropy": 0.9759 | |
| }, | |
| "inferno|CT": { | |
| "n": 61, | |
| "nll": 1.9079, | |
| "top1": 0.3607, | |
| "top3": 0.5082, | |
| "ece": 0.1691, | |
| "mean_entropy": 0.9758 | |
| }, | |
| "inferno|T": { | |
| "n": 49, | |
| "nll": 2.2217, | |
| "top1": 0.0, | |
| "top3": 0.0612, | |
| "ece": 0.1922, | |
| "mean_entropy": 0.9756 | |
| }, | |
| "mirage|CT": { | |
| "n": 41, | |
| "nll": 2.0757, | |
| "top1": 0.0488, | |
| "top3": 0.2683, | |
| "ece": 0.1437, | |
| "mean_entropy": 0.9757 | |
| }, | |
| "mirage|T": { | |
| "n": 60, | |
| "nll": 1.9931, | |
| "top1": 0.0667, | |
| "top3": 0.4167, | |
| "ece": 0.1227, | |
| "mean_entropy": 0.9759 | |
| }, | |
| "overpass|CT": { | |
| "n": 52, | |
| "nll": 1.9853, | |
| "top1": 0.3077, | |
| "top3": 0.3654, | |
| "ece": 0.117, | |
| "mean_entropy": 0.9759 | |
| }, | |
| "overpass|T": { | |
| "n": 36, | |
| "nll": 1.9818, | |
| "top1": 0.0, | |
| "top3": 0.6111, | |
| "ece": 0.1882, | |
| "mean_entropy": 0.9761 | |
| } | |
| } | |
| }, | |
| "baselines": { | |
| "global_train_prior": { | |
| "n": 512, | |
| "nll": 2.0433, | |
| "top1": 0.125, | |
| "top3": 0.3613, | |
| "ece": 0.0442, | |
| "mean_entropy": 0.9872 | |
| }, | |
| "map_side_phase_prior": { | |
| "n": 512, | |
| "nll": 1.7779, | |
| "top1": 0.3184, | |
| "top3": 0.7598, | |
| "ece": 0.0657, | |
| "mean_entropy": 0.7775 | |
| } | |
| }, | |
| "beats_global_prior_nll": true, | |
| "beats_map_side_phase_prior_nll": false, | |
| "provenance_gate": { | |
| "checked": true, | |
| "forbidden_input_provenance": [ | |
| "eval_only", | |
| "privileged_teacher" | |
| ], | |
| "label_source": "parsed demo enemy positions, target only" | |
| } | |
| } | |
| wrote official_hltv_string_ids\planner_bundle\pov_audio_only_enemy_belief.pt | |
| wrote official_hltv_string_ids\pov_audio_only_enemy_belief_report.json | |
| --- [2026-06-29T18:58:27.6584911+03:00] HUD-token head (crop cache 89beed547837) --- | |
| { | |
| "mode": "pov_hud_token_extraction", | |
| "planner_eligible": false, | |
| "planner_integration_status": "diagnostic_hud_token_extractor_not_loaded_by_planner", | |
| "n_train": 512, | |
| "n_holdout": 128, | |
| "crop_index": "official_hltv_string_ids\\pov_hud_crop_cache\\89beed547837\\index.parquet", | |
| "crop_metadata": "official_hltv_string_ids\\pov_hud_crop_cache\\89beed547837\\metadata.json", | |
| "crop_keys": [ | |
| "hud_top_status_bar", | |
| "hud_top_center_timer_score", | |
| "hud_top_right_killfeed", | |
| "hud_bottom_status_bar", | |
| "hud_bottom_left_money", | |
| "hud_bottom_center_health_armor_ammo", | |
| "hud_bottom_right_loadout" | |
| ], | |
| "target_crop_routes": { | |
| "hud_health": [ | |
| "hud_bottom_status_bar", | |
| "hud_bottom_left_money", | |
| "hud_bottom_center_health_armor_ammo" | |
| ], | |
| "hud_armor": [ | |
| "hud_bottom_status_bar", | |
| "hud_bottom_center_health_armor_ammo" | |
| ], | |
| "progress": [ | |
| "hud_top_center_timer_score", | |
| "hud_top_status_bar" | |
| ], | |
| "pov_alive": [ | |
| "hud_bottom_status_bar", | |
| "hud_bottom_left_money", | |
| "hud_bottom_center_health_armor_ammo" | |
| ], | |
| "planted": [ | |
| "hud_top_center_timer_score", | |
| "hud_top_status_bar" | |
| ], | |
| "i_am_t": [ | |
| "hud_top_status_bar", | |
| "hud_top_center_timer_score" | |
| ], | |
| "own_alive": [ | |
| "hud_top_status_bar", | |
| "hud_top_center_timer_score" | |
| ], | |
| "enemy_alive": [ | |
| "hud_top_status_bar", | |
| "hud_top_center_timer_score" | |
| ], | |
| "hud_weapon_id": [ | |
| "hud_bottom_status_bar", | |
| "hud_bottom_right_loadout", | |
| "hud_bottom_center_health_armor_ammo" | |
| ] | |
| }, | |
| "runtime_inputs": [ | |
| "obs_video", | |
| "black_radar_mask", | |
| "hud_crops" | |
| ], | |
| "runtime_input_provenance": { | |
| "obs_video": "pov_observable", | |
| "black_radar_mask": "pov_observable", | |
| "hud_crops": "pov_observable" | |
| }, | |
| "token_cols": [ | |
| "extracted_hud_health", | |
| "extracted_hud_armor", | |
| "extracted_progress", | |
| "extracted_pov_alive_prob", | |
| "extracted_pov_alive", | |
| "extracted_planted_prob", | |
| "extracted_planted", | |
| "extracted_i_am_t_prob", | |
| "extracted_i_am_t", | |
| "extracted_own_alive", | |
| "extracted_own_alive_value", | |
| "extracted_enemy_alive", | |
| "extracted_enemy_alive_value", | |
| "extracted_hud_weapon_id_class", | |
| "extracted_hud_weapon_id", | |
| "extracted_hud_weapon_id_confidence" | |
| ], | |
| "token_provenance": { | |
| "extracted_hud_health": "pov_extracted", | |
| "extracted_hud_armor": "pov_extracted", | |
| "extracted_progress": "pov_extracted", | |
| "extracted_pov_alive_prob": "pov_extracted", | |
| "extracted_pov_alive": "pov_extracted", | |
| "extracted_planted_prob": "pov_extracted", | |
| "extracted_planted": "pov_extracted", | |
| "extracted_i_am_t_prob": "pov_extracted", | |
| "extracted_i_am_t": "pov_extracted", | |
| "extracted_own_alive": "pov_extracted", | |
| "extracted_own_alive_value": "pov_extracted", | |
| "extracted_enemy_alive": "pov_extracted", | |
| "extracted_enemy_alive_value": "pov_extracted", | |
| "extracted_hud_weapon_id_class": "pov_extracted", | |
| "extracted_hud_weapon_id": "pov_extracted", | |
| "extracted_hud_weapon_id_confidence": "pov_extracted" | |
| }, | |
| "training_targets": { | |
| "regression": [ | |
| "hud_health", | |
| "hud_armor", | |
| "progress" | |
| ], | |
| "binary": [ | |
| "pov_alive", | |
| "planted", | |
| "i_am_t" | |
| ], | |
| "count": [ | |
| "own_alive", | |
| "enemy_alive" | |
| ], | |
| "weapon": "hud_weapon_id", | |
| "target_provenance": { | |
| "hud_health": "training_label_from_parsed_demo_observable_hud_state", | |
| "hud_armor": "training_label_from_parsed_demo_observable_hud_state", | |
| "progress": "training_label_from_parsed_demo_observable_hud_state", | |
| "pov_alive": "training_label_from_parsed_demo_observable_hud_state", | |
| "planted": "training_label_from_parsed_demo_observable_hud_state", | |
| "i_am_t": "training_label_from_parsed_demo_observable_hud_state", | |
| "own_alive": "training_label_from_parsed_demo_observable_hud_state", | |
| "enemy_alive": "training_label_from_parsed_demo_observable_hud_state", | |
| "hud_weapon_id": "training_label_from_parsed_demo_observable_hud_state" | |
| } | |
| }, | |
| "media": { | |
| "decode_size": "480x270", | |
| "frames": 4, | |
| "crop_count": 7, | |
| "crop_rects": [ | |
| { | |
| "name": "top_status_bar", | |
| "array_key": "hud_top_status_bar", | |
| "rect": [ | |
| 0.18, | |
| 0.0, | |
| 1.0, | |
| 0.24 | |
| ], | |
| "pixels": [ | |
| 86, | |
| 0, | |
| 480, | |
| 65 | |
| ], | |
| "size": [ | |
| 394, | |
| 65 | |
| ] | |
| }, | |
| { | |
| "name": "top_center_timer_score", | |
| "array_key": "hud_top_center_timer_score", | |
| "rect": [ | |
| 0.32, | |
| 0.0, | |
| 0.68, | |
| 0.17 | |
| ], | |
| "pixels": [ | |
| 154, | |
| 0, | |
| 326, | |
| 46 | |
| ], | |
| "size": [ | |
| 172, | |
| 46 | |
| ] | |
| }, | |
| { | |
| "name": "top_right_killfeed", | |
| "array_key": "hud_top_right_killfeed", | |
| "rect": [ | |
| 0.62, | |
| 0.0, | |
| 1.0, | |
| 0.24 | |
| ], | |
| "pixels": [ | |
| 298, | |
| 0, | |
| 480, | |
| 65 | |
| ], | |
| "size": [ | |
| 182, | |
| 65 | |
| ] | |
| }, | |
| { | |
| "name": "bottom_status_bar", | |
| "array_key": "hud_bottom_status_bar", | |
| "rect": [ | |
| 0.0, | |
| 0.64, | |
| 1.0, | |
| 1.0 | |
| ], | |
| "pixels": [ | |
| 0, | |
| 173, | |
| 480, | |
| 270 | |
| ], | |
| "size": [ | |
| 480, | |
| 97 | |
| ] | |
| }, | |
| { | |
| "name": "bottom_left_money", | |
| "array_key": "hud_bottom_left_money", | |
| "rect": [ | |
| 0.0, | |
| 0.72, | |
| 0.32, | |
| 1.0 | |
| ], | |
| "pixels": [ | |
| 0, | |
| 194, | |
| 154, | |
| 270 | |
| ], | |
| "size": [ | |
| 154, | |
| 76 | |
| ] | |
| }, | |
| { | |
| "name": "bottom_center_health_armor_ammo", | |
| "array_key": "hud_bottom_center_health_armor_ammo", | |
| "rect": [ | |
| 0.28, | |
| 0.7, | |
| 0.72, | |
| 1.0 | |
| ], | |
| "pixels": [ | |
| 134, | |
| 189, | |
| 346, | |
| 270 | |
| ], | |
| "size": [ | |
| 212, | |
| 81 | |
| ] | |
| }, | |
| { | |
| "name": "bottom_right_loadout", | |
| "array_key": "hud_bottom_right_loadout", | |
| "rect": [ | |
| 0.68, | |
| 0.7, | |
| 1.0, | |
| 1.0 | |
| ], | |
| "pixels": [ | |
| 326, | |
| 189, | |
| 480, | |
| 270 | |
| ], | |
| "size": [ | |
| 154, | |
| 81 | |
| ] | |
| } | |
| ], | |
| "resolution_policy": { | |
| "purpose": "HUD/OCR/token extraction, not low-resolution full-frame smoke testing", | |
| "minimum_full_frame_for_hud": "320x180", | |
| "preferred_full_frame_for_hud": "480x270 or native HUD crops" | |
| } | |
| }, | |
| "radar_policy": { | |
| "policy": "masked_black", | |
| "hud_mask": [ | |
| [ | |
| 0.0, | |
| 0.0, | |
| 0.18, | |
| 0.3 | |
| ] | |
| ], | |
| "radar_overlay": "none", | |
| "use_minimap": false | |
| }, | |
| "render_target_audit": { | |
| "status": "not_provided", | |
| "required_before_promotion": true | |
| }, | |
| "balanced_sampling": false, | |
| "balance_strength": 1.0, | |
| "spatial_bins": [ | |
| 1, | |
| 1 | |
| ], | |
| "best_epoch": 5, | |
| "train": { | |
| "regression": { | |
| "hud_health": { | |
| "mae": 0.0963, | |
| "rmse": 0.1772, | |
| "mean_target": 0.9438, | |
| "mean_prediction": 0.9444, | |
| "split_mean_baseline_mae": 0.0968 | |
| }, | |
| "hud_armor": { | |
| "mae": 0.1979, | |
| "rmse": 0.296, | |
| "mean_target": 0.8598, | |
| "mean_prediction": 0.8669, | |
| "split_mean_baseline_mae": 0.202 | |
| }, | |
| "progress": { | |
| "mae": 0.2125, | |
| "rmse": 0.2492, | |
| "mean_target": 0.3973, | |
| "mean_prediction": 0.4246, | |
| "split_mean_baseline_mae": 0.2092 | |
| } | |
| }, | |
| "binary": { | |
| "pov_alive": { | |
| "accuracy": 1.0, | |
| "brier": 0.0, | |
| "positive_rate": 1.0, | |
| "mean_prob": 0.9979, | |
| "split_majority_baseline_accuracy": 1.0 | |
| }, | |
| "planted": { | |
| "accuracy": 0.9238, | |
| "brier": 0.0704, | |
| "positive_rate": 0.0762, | |
| "mean_prob": 0.0715, | |
| "split_majority_baseline_accuracy": 0.9238 | |
| }, | |
| "i_am_t": { | |
| "accuracy": 0.5234, | |
| "brier": 0.2488, | |
| "positive_rate": 0.4766, | |
| "mean_prob": 0.4858, | |
| "split_majority_baseline_accuracy": 0.5234 | |
| } | |
| }, | |
| "count": { | |
| "own_alive": { | |
| "mae_count": 0.6739, | |
| "exact_count_accuracy": 0.6777, | |
| "mean_target_count": 4.4844, | |
| "mean_prediction_count": 4.5546 | |
| }, | |
| "enemy_alive": { | |
| "mae_count": 0.8751, | |
| "exact_count_accuracy": 0.1953, | |
| "mean_target_count": 4.2617, | |
| "mean_prediction_count": 4.2548 | |
| } | |
| }, | |
| "weapon": { | |
| "accuracy": 0.2578, | |
| "top3": 0.4844, | |
| "majority_class": 1, | |
| "split_majority_baseline_accuracy": 0.2324, | |
| "classes_seen": 28 | |
| } | |
| }, | |
| "holdout": { | |
| "regression": { | |
| "hud_health": { | |
| "mae": 0.1214, | |
| "rmse": 0.2142, | |
| "mean_target": 0.9107, | |
| "mean_prediction": 0.9447, | |
| "split_mean_baseline_mae": 0.1428 | |
| }, | |
| "hud_armor": { | |
| "mae": 0.1974, | |
| "rmse": 0.3031, | |
| "mean_target": 0.861, | |
| "mean_prediction": 0.8676, | |
| "split_mean_baseline_mae": 0.2011 | |
| }, | |
| "progress": { | |
| "mae": 0.2137, | |
| "rmse": 0.259, | |
| "mean_target": 0.4308, | |
| "mean_prediction": 0.4248, | |
| "split_mean_baseline_mae": 0.214 | |
| } | |
| }, | |
| "binary": { | |
| "pov_alive": { | |
| "accuracy": 1.0, | |
| "brier": 0.0, | |
| "positive_rate": 1.0, | |
| "mean_prob": 0.9979, | |
| "split_majority_baseline_accuracy": 1.0 | |
| }, | |
| "planted": { | |
| "accuracy": 0.875, | |
| "brier": 0.1122, | |
| "positive_rate": 0.125, | |
| "mean_prob": 0.0715, | |
| "split_majority_baseline_accuracy": 0.875 | |
| }, | |
| "i_am_t": { | |
| "accuracy": 0.4844, | |
| "brier": 0.2497, | |
| "positive_rate": 0.5156, | |
| "mean_prob": 0.4852, | |
| "split_majority_baseline_accuracy": 0.5156 | |
| } | |
| }, | |
| "count": { | |
| "own_alive": { | |
| "mae_count": 0.6392, | |
| "exact_count_accuracy": 0.7266, | |
| "mean_target_count": 4.5625, | |
| "mean_prediction_count": 4.5548 | |
| }, | |
| "enemy_alive": { | |
| "mae_count": 0.9339, | |
| "exact_count_accuracy": 0.1172, | |
| "mean_target_count": 4.3672, | |
| "mean_prediction_count": 4.2553 | |
| } | |
| }, | |
| "weapon": { | |
| "accuracy": 0.2969, | |
| "top3": 0.5078, | |
| "majority_class": 1, | |
| "split_majority_baseline_accuracy": 0.2656, | |
| "classes_seen": 20 | |
| } | |
| }, | |
| "train_derived_holdout_baselines": { | |
| "regression": { | |
| "hud_health": { | |
| "train_mean": 0.9438, | |
| "holdout_mae": 0.1221, | |
| "holdout_rmse": 0.2142 | |
| }, | |
| "hud_armor": { | |
| "train_mean": 0.8598, | |
| "holdout_mae": 0.2018, | |
| "holdout_rmse": 0.3034 | |
| }, | |
| "progress": { | |
| "train_mean": 0.3973, | |
| "holdout_mae": 0.217, | |
| "holdout_rmse": 0.261 | |
| } | |
| }, | |
| "binary": { | |
| "pov_alive": { | |
| "train_positive_rate": 1.0, | |
| "holdout_accuracy": 1.0, | |
| "holdout_brier": 0.0 | |
| }, | |
| "planted": { | |
| "train_positive_rate": 0.0762, | |
| "holdout_accuracy": 0.875, | |
| "holdout_brier": 0.1118 | |
| }, | |
| "i_am_t": { | |
| "train_positive_rate": 0.4766, | |
| "holdout_accuracy": 0.4844, | |
| "holdout_brier": 0.2513 | |
| } | |
| }, | |
| "count": { | |
| "own_alive": { | |
| "train_mean_count": 4.4844, | |
| "holdout_mae_count": 0.6711, | |
| "holdout_exact_count_accuracy": 0.1719 | |
| }, | |
| "enemy_alive": { | |
| "train_mean_count": 4.2617, | |
| "holdout_mae_count": 0.9327, | |
| "holdout_exact_count_accuracy": 0.1172 | |
| } | |
| }, | |
| "weapon": { | |
| "train_majority_class": 1, | |
| "holdout_accuracy": 0.2656, | |
| "holdout_classes_seen": 20 | |
| } | |
| }, | |
| "holdout_slices": { | |
| "health_damaged_target_lt_99": { | |
| "n": 28, | |
| "mae": 0.3578, | |
| "train_mean_baseline_mae": 0.3581, | |
| "mean_target": 0.5925, | |
| "mean_prediction": 0.945 | |
| }, | |
| "armor_not_full_target_lt_99": { | |
| "n": 41, | |
| "mae": 0.3373, | |
| "train_mean_baseline_mae": 0.3331, | |
| "mean_target": 0.5668, | |
| "mean_prediction": 0.8665 | |
| }, | |
| "own_alive_not_full": { | |
| "n": 35, | |
| "mae_count": 1.1546, | |
| "exact_count_accuracy": 0.0, | |
| "train_mean_baseline_mae_count": 1.0844, | |
| "mean_target_count": 3.4, | |
| "mean_prediction_count": 4.5546 | |
| }, | |
| "enemy_alive_not_full": { | |
| "n": 38, | |
| "mae_count": 1.3844, | |
| "exact_count_accuracy": 0.3947, | |
| "train_mean_baseline_mae_count": 1.3933, | |
| "mean_target_count": 2.8684, | |
| "mean_prediction_count": 4.2529 | |
| }, | |
| "planted_true": { | |
| "n": 16, | |
| "recall_at_0_5": 0.0, | |
| "mean_prob": 0.0716, | |
| "train_rate_baseline_prob": 0.0762 | |
| }, | |
| "weapon_non_majority": { | |
| "n": 94, | |
| "accuracy": 0.0426, | |
| "majority_class": 1 | |
| } | |
| }, | |
| "next_gate": "HUD token extractors should beat simple baselines on health/armor/alive/timer before their predictions replace structured oracle HUD proxies." | |
| } | |
| wrote official_hltv_string_ids\planner_bundle\pov_hud_token_head.pt | |
| wrote official_hltv_string_ids\pov_hud_tokens.parquet | |
| wrote official_hltv_string_ids\pov_hud_tokens_metadata.json | |
| wrote official_hltv_string_ids\pov_hud_tokens_report.json | |
| === [2026-06-29T18:59:30.2698283+03:00] POV perception retrain complete === | |
| Reports: | |
| C:\Users\crist\cs2-jepa-pipeline\official_hltv_string_ids\pov_audio_only_enemy_belief_report.json | |
| C:\Users\crist\cs2-jepa-pipeline\official_hltv_string_ids\pov_hud_tokens_report.json | |
| C:\Users\crist\cs2-jepa-pipeline\official_hltv_string_ids\pov_video_audio_enemy_belief_report.json | |
| C:\Users\crist\cs2-jepa-pipeline\official_hltv_string_ids\pov_video_only_enemy_belief_report.json | |