```text
RGBD VIEWCOUNT V9 FINAL
N_TRAIN_SCENES_BY_VARIANT={'C0': 72, 'C1': 72, 'C2': 72}
VIEWS_BY_VARIANT={'C0': '3', 'C1': '3-7', 'C2': '7'}
GRID=32
BOUNDS_RULE=CONTEXT_DEPTH
N_DEV_SCENES=8
DEVICE=cpu
STEPS=6000
SECONDARY_C2_STATUS=EVALUATED
FIXED3_QUERY_ABSREL=0.259437
VARIABLE3TO7_QUERY_ABSREL=0.257490
FIXED7_QUERY_ABSREL=0.275281
VIEWCOUNT_GAIN=0.001947
VIEWCOUNT_GAIN_CI=[-0.007637845354084079, 0.012621579681200559]
FIXED7_GAP=0.017791
FIXED7_GAP_CI=[0.0011485485239475035, 0.03546558789584413]
LAST_STEP_DEV_ABSREL={'C0': '0.269161', 'C1': '0.277366', 'C2': '0.287902'}
SELECTED_STEPS={'C0': {'20260928': 5000, '20260929': 3000, '20260930': 4000}, 'C1': {'20260928': 4000, '20260929': 5000, '20260930': 4000}, 'C2': {'20260928': 6000, '20260929': 3000, '20260930': 4000}}
TRAIN_DEPTH_ABSREL_LAST100={'C0': '0.204620', 'C1': '0.191025', 'C2': '0.155803'}
LEARNED_SIGMA_SCALE_BY_SEED={'C0': [1.00221, 0.957296, 0.937189], 'C1': [1.02714, 0.970737, 0.948644], 'C2': [0.99349, 1.028012, 0.984742]}
C1_WRONG_SCENE_DAMAGE=0.365573
C1_WRONG_SCENE_DAMAGE_CI=[0.16306024923920281, 0.5627760043943939]
C1_SHUFFLE_DAMAGE=0.532099
C1_SHUFFLE_DAMAGE_CI=[0.3894680078791727, 0.6564370468206271]
C1_FULL_CONTEXT_GAIN=0.108829
OBS2PLUS_VIEWCOUNT_GAIN=0.007085
CARRIER_REFERENCE_STATUS=SOME_CARRIER_ABOVE_GEOMETRY_FREE_REFERENCE
REFERENCE_LABELS_ALL_SCENES={'C0': {'RAW:depth_absrel': 'ABOVE', 'RAW:depth_delta1': 'ABOVE', 'OPACITY_NORMALIZED:depth_absrel': 'ABOVE', 'OPACITY_NORMALIZED:depth_delta1': 'ABOVE', 'MEDIAN_SCALED:depth_absrel': 'ABOVE', 'MEDIAN_SCALED:depth_delta1': 'NOT_DISTINGUISHABLE'}, 'C1': {'RAW:depth_absrel': 'ABOVE', 'RAW:depth_delta1': 'ABOVE', 'OPACITY_NORMALIZED:depth_absrel': 'ABOVE', 'OPACITY_NORMALIZED:depth_delta1': 'ABOVE', 'MEDIAN_SCALED:depth_absrel': 'ABOVE', 'MEDIAN_SCALED:depth_delta1': 'NOT_DISTINGUISHABLE'}, 'C2': {'RAW:depth_absrel': 'ABOVE', 'RAW:depth_delta1': 'ABOVE', 'OPACITY_NORMALIZED:depth_absrel': 'ABOVE', 'OPACITY_NORMALIZED:depth_delta1': 'ABOVE', 'MEDIAN_SCALED:depth_absrel': 'ABOVE', 'MEDIAN_SCALED:depth_delta1': 'NOT_DISTINGUISHABLE'}}
REFERENCE_LABELS_HIT_SCENES={'C0': {'RAW:depth_absrel': 'ABOVE', 'RAW:depth_delta1': 'ABOVE', 'OPACITY_NORMALIZED:depth_absrel': 'ABOVE', 'OPACITY_NORMALIZED:depth_delta1': 'ABOVE', 'MEDIAN_SCALED:depth_absrel': 'ABOVE', 'MEDIAN_SCALED:depth_delta1': 'NOT_DISTINGUISHABLE'}, 'C1': {'RAW:depth_absrel': 'ABOVE', 'RAW:depth_delta1': 'ABOVE', 'OPACITY_NORMALIZED:depth_absrel': 'ABOVE', 'OPACITY_NORMALIZED:depth_delta1': 'ABOVE', 'MEDIAN_SCALED:depth_absrel': 'ABOVE', 'MEDIAN_SCALED:depth_delta1': 'NOT_DISTINGUISHABLE'}, 'C2': {'RAW:depth_absrel': 'ABOVE', 'RAW:depth_delta1': 'ABOVE', 'OPACITY_NORMALIZED:depth_absrel': 'ABOVE', 'OPACITY_NORMALIZED:depth_delta1': 'ABOVE', 'MEDIAN_SCALED:depth_absrel': 'ABOVE', 'MEDIAN_SCALED:depth_delta1': 'NOT_DISTINGUISHABLE'}}
C1_ABOVE_REFERENCE_HIT_SCENES=true
C1_ABOVE_REFERENCE_ALL_SCENES=true
VIEWCOUNT_STATUS=NOT_ESTABLISHED
SCENE_SPECIFICITY_STATUS=SUPPORTED
STATIC_DEV_STATUS=SUPPORTED
SEED_ROBUSTNESS=NOT_ESTABLISHED
INTERPRETATION_BRANCH=B
FRESH_QUALIFICATION_INCLUDED=false
FINAL_STATIC_STATUS=NOT_ESTABLISHED
DYNAMIC_TTT_NEXT_STAGE_ALLOWED=false
TEST_TIME_INPUT=RGB+DEPTH+CAMERA
FINAL_HOLDOUT_TOUCHED=false
INFRASTRUCTURE_RETRIES=0
TESTS=PASS
FINAL_INTEGRITY=PASS
REPORT_DIR=/home/zonghan/measurement-scene-state/docs/experiments/EXP-3D-RGBD-VIEWCOUNT-V9
```