diff --git a/.gitattributes b/.gitattributes index e6663b4f69ec8360a28653852644c1384df30e9d..a594d5c6f999ec3193e8450effa039c4c9a898bf 100644 --- a/.gitattributes +++ b/.gitattributes @@ -819,3 +819,7 @@ sessions/session_20260921_232447_904863/preprocessing/c6a-black-padding-preparat sessions/session_20260921_232447_904863/preprocessing/c6a-black-padding-preparation-v2/native/appearance_train_v1/model/point_cloud/iteration_10000/point_cloud.ply filter=lfs diff=lfs merge=lfs -text sessions/session_20260921_232447_904863/preprocessing/c6a-black-padding-preparation-v2/native/appearance_train_v1/model/point_cloud/iteration_7000/point_cloud.ply filter=lfs diff=lfs merge=lfs -text sessions/session_20260921_232447_904863/preprocessing/timing-belt-ribbon-prior-padded-v2/native/rerun/appearance_spline_prior.rrd filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_232616_062985/observation.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_232616_062985/points3D.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/model/point_cloud/iteration_10000/point_cloud.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/model/point_cloud/iteration_7000/point_cloud.ply filter=lfs diff=lfs merge=lfs -text diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md new file mode 100644 index 0000000000000000000000000000000000000000..abb6d4fff9b027a6174f7e4e362253dc0a4331bb --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md @@ -0,0 +1,30 @@ +# 232616: static appearance review + +**Status: reference training and agent review complete; owner appearance accepted on 2026-10-28.** + +This appearance uses the accepted window anchored at 311–690, masks and initial **25 mm zero-thickness grey ribbon prior**. The run and review match the current owner-accepted prior manifest. Training used four initial reference images, 10,000 loop iterations and 9,999 Gaussian optimizer updates. Camera-specific capture mappings remain in the prior packet. + +[Rotation video](appearance_train_v1/review/novel_view.mp4) · [loss curves](appearance_train_v1/review/loss_curves.png) + +- [Camera 12540311: observed/rendered RGB, mask/alpha and depth](appearance_train_v1/review/iteration_10000/view_0_sheet.png) +- [Camera 12933256: observed/rendered RGB, mask/alpha and depth](appearance_train_v1/review/iteration_10000/view_1_sheet.png) +- [Camera 17736741: observed/rendered RGB, mask/alpha and depth](appearance_train_v1/review/iteration_10000/view_2_sheet.png) +- [Camera 23007103: observed/rendered RGB, mask/alpha and depth](appearance_train_v1/review/iteration_10000/view_3_sheet.png) + +The exposed grey bands and ribbed visual texture follow the observed broad oval across the four views. **The hand-hidden grasp regions remain visibly imperfect.** Cameras 12540311 and 17736741 show broad blurred lobes across the foreground-hand interval, including rounded alpha/depth protrusions. Camera 12933256 has a mottled, speckled inner lower edge across the large hand/arm occlusion and an upper-right notch, lobe and spur. Camera 23007103 has an upper-left spur and a dark, pinched right grasp with reduced local band width. These local defects persist in sampled rotation views. No global collapse was observed; hidden completion remains unvalidated. + +Ribbed appearance does not establish physical tooth geometry or material thickness. The accepted prior extends down to **−6.758 mm relative to nominal table z=0**; appearance training does not resolve that registration limitation. The black background is an object-only diagnostic render. The raw RGB residual compares against the full scene and is not the masked training objective. Depth panels do not independently establish hidden geometry or physical hand/table contact. + +- Initial hybrid seeds: **57,345** = 35,745 observed + 21,600 mesh-derived. Final saved Gaussians: **60,858**; reference export after strict opacity >0.1: **57,366**. +- One isotropic scale column; final spherical-harmonic degree 3. +- Mean same-training-view source total: **0.005922741 → 0.000584882**. This averages the source masked, occlusion-aware full-image losses over the four training views; final review uses the reference opacity filter. It is not held-out evidence or a physical-accuracy measurement. +- All arrays in 12 saved view files at iterations 0/7000/10000 and all numerical properties in the input, iteration-7000 and final PLY payloads are finite. All three scalar histories contain every step 1–10000 with finite values. +- Run flags match the reference settings: hybrid initialization, masks, isotropic scales, depth/normal/anisotropic/segmentation weights 0.001/0/0/1, and the recorded native-loader and depth-loss runtime overrides. +- Check, training and review returned zero. Training and review elapsed wall times were 374.63 s and 253.81 s, including shared resource-lane waiting. +- [Saved summary](appearance_train_v1/review/summary.json) · [agent findings and exact inspection coverage](appearance_train_v1/review/agent_findings.json) · [run flags](appearance_train_v1/run_record.json). + +The four final sheets, loss curves and orbit frames **0, 25, 50, 75, 100, 125, 150 and 175 of 200** were inspected individually. All eight selected orbit frames contain the object within the image bounds. Curves settle after transients near 3000/6000/9000, consistent with the source opacity-reset interval. Sampled inspection does not certify every video frame; the original media are preserved. + +**The later detached depth bands remain separate and unresolved.** The [reference review](review_v1/REVIEW.md) reports camera 23007103 at sample 176 with 71/228 visible representatives farther than 40 mm from the nearest other-view visible point (maximum 366.285 mm), and at sample 303 with 65/313 (maximum 319.134 mm). Both worst points retain positional and incoming/outgoing motion-valid flags. These are cross-view disagreement diagnostics, not ground-truth errors or new admission thresholds. This initial-frame appearance neither removes nor repairs those observations. + +Owner accepted this static appearance on 2026-10-28. Prior acceptance is separate, and this review does not authorize physical fitting. diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..50fc950285f89d4e8f633150e20255a488aed398 --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log @@ -0,0 +1,57 @@ +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:31:52] +Init points from pcd... [28/10 17:31:52] +Init points from mesh... [28/10 17:31:52] +Loading Training Cameras [28/10 17:31:52] +Loading Test Cameras [28/10 17:31:53] +Number of points at initialisation : 57345 [28/10 17:31:53] +Sampling 100000 points from mesh [28/10 17:31:53] +{ + "cameras": [ + { + "id": 0, + "width": 1920, + "height": 1080, + "object_px": 12546, + "occlusion_px": 487592, + "valid_depth_px": 1905237, + "boundary_px": 3584, + "projection_max_error_px": 2.258012832484057e-05 + }, + { + "id": 1, + "width": 1920, + "height": 1080, + "object_px": 9358, + "occlusion_px": 370969, + "valid_depth_px": 2027418, + "boundary_px": 1911, + "projection_max_error_px": 1.9964859147940856e-06 + }, + { + "id": 2, + "width": 1920, + "height": 1080, + "object_px": 13913, + "occlusion_px": 433453, + "valid_depth_px": 1969924, + "boundary_px": 4022, + "projection_max_error_px": 6.446712907567773e-06 + }, + { + "id": 3, + "width": 1920, + "height": 1080, + "object_px": 13478, + "occlusion_px": 210502, + "valid_depth_px": 1905684, + "boundary_px": 2844, + "projection_max_error_px": 2.3647314237085098e-06 + } + ], + "hybrid": { + "vertex_color_branch": true, + "mesh": 21600, + "observed": 35745, + "total": 57345 + } +} [28/10 17:31:53] diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..5e32e5069936e444f26415cb2deae3fabf550b38 --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json @@ -0,0 +1,18 @@ +{ + "argv": [ + "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/scripts/real_rgbd_gs_train_env/.venv/bin/python", + "scripts/real_rgbd_appearance_train.py", + "check", + "--prior", + "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232616_062985/window_anchor0311-0690/accepted_input_preparation_c6a_v1/prior_timing_v1", + "--accepted-prior-manifest-sha256", + "6085dceab7540014f89d6d0b8c3f3117fb085845460b9dc103291e81e842bc5c", + "--output", + "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232616_062985/window_anchor0311-0690/accepted_input_preparation_c6a_v1/appearance_check_v1" + ], + "cwd": "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027", + "environment": { + "PYTHONDONTWRITEBYTECODE": "1", + "MPLBACKEND": "Agg" + } +} diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..c45bca449207eaed278f2aa59162ff2e1e7652e2 --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 45.181315599998925 +} diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..9d1d58d3c93061bd982c9978eb1b853f89bfc0ef --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log @@ -0,0 +1,32 @@ +/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/scripts/real_rgbd_gs_train_env/.venv/lib/python3.10/site-packages/torch/utils/cpp_extension.py:1965: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation. +If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST']. + warnings.warn( +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:42:10] +Init points from pcd... [28/10 17:42:10] +Init points from mesh... [28/10 17:42:10] +Loading Training Cameras [28/10 17:42:11] +Loading Test Cameras [28/10 17:42:11] +Number of points at initialisation : 57345 [28/10 17:42:11] +Sampling 100000 points from mesh [28/10 17:42:11] +Loading trained model at iteration 7000 [28/10 17:42:13] [28/10 17:42:13] +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:42:13] [28/10 17:42:13] +Init points from pcd... [28/10 17:42:13] [28/10 17:42:13] +Init points from mesh... [28/10 17:42:13] [28/10 17:42:13] +Loading Training Cameras [28/10 17:42:13] [28/10 17:42:13] +Loading Test Cameras [28/10 17:42:13] [28/10 17:42:13] +Sampling 100000 points from mesh [28/10 17:42:13] [28/10 17:42:13] +Loading trained model at iteration 10000 [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +Init points from pcd... [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +Init points from mesh... [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +Loading Training Cameras [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +Loading Test Cameras [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +Sampling 100000 points from mesh [28/10 17:42:15] [28/10 17:42:15] [28/10 17:42:15] +{ + "snapshots": [ + "0", + "7000", + "10000" + ], + "review": "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232616_062985/window_anchor0311-0690/accepted_input_preparation_c6a_v1/appearance_train_v1/review" +} [28/10 17:42:22] [28/10 17:42:22] [28/10 17:42:22] diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..5297e33fc0d8e793bb1174fbc237c17b1612fd03 --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json @@ -0,0 +1,13 @@ +{ + "argv": [ + "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/scripts/real_rgbd_gs_train_env/.venv/bin/python", + "scripts/real_rgbd_appearance_review.py", + "--run", + "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232616_062985/window_anchor0311-0690/accepted_input_preparation_c6a_v1/appearance_train_v1" + ], + "cwd": "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027", + "environment": { + "PYTHONDONTWRITEBYTECODE": "1", + "MPLBACKEND": "Agg" + } +} diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..6fd9ae7eb62704dd96502fc0233e1aedd7832204 --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 253.80807596299564 +} diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..323aaa172a4d73689396591234fa34d5e0ee49a5 --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log @@ -0,0 +1,19 @@ +Optimizing /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232616_062985/window_anchor0311-0690/accepted_input_preparation_c6a_v1/appearance_train_v1/model +Output folder: /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232616_062985/window_anchor0311-0690/accepted_input_preparation_c6a_v1/appearance_train_v1/model [28/10 17:36:09] +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:36:09] +Init points from pcd... [28/10 17:36:10] +Init points from mesh... [28/10 17:36:10] +Loading Training Cameras [28/10 17:36:10] +Loading Test Cameras [28/10 17:36:10] +Number of points at initialisation : 57345 [28/10 17:36:10] +Sampling 100000 points from mesh [28/10 17:36:10] + Training progress: 0%| | 0/10000 [00:00 0.1, unchanged source export rule", + "runtime_override_names": [ + "native_loader_size", + "q5_sh2_depth_loss" + ], + "opacity_reset_interval": 3000 + }, + "numerical_evidence": { + "finite_saved_view_arrays": [ + "iteration_0/view_0.npz", + "iteration_0/view_1.npz", + "iteration_0/view_2.npz", + "iteration_0/view_3.npz", + "iteration_7000/view_0.npz", + "iteration_7000/view_1.npz", + "iteration_7000/view_2.npz", + "iteration_7000/view_3.npz", + "iteration_10000/view_0.npz", + "iteration_10000/view_1.npz", + "iteration_10000/view_2.npz", + "iteration_10000/view_3.npz" + ], + "ply_stats": { + "model/input.ply": { + "population": 57345, + "all_finite": true + }, + "model/point_cloud/iteration_7000/point_cloud.ply": { + "population": 60737, + "all_finite": true, + "strict_opacity_gt_0_1": 57790, + "scale_columns": [ + "scale_0" + ], + "rest_sh_columns": 45 + }, + "model/point_cloud/iteration_10000/point_cloud.ply": { + "population": 60858, + "all_finite": true, + "strict_opacity_gt_0_1": 57366, + "scale_columns": [ + "scale_0" + ], + "rest_sh_columns": 45 + } + }, + "finite_scalar_tags": [ + "train_loss_patches/l1_loss", + "train_loss_patches/total_loss", + "iter_time" + ], + "scalar_steps_verified": [ + 1, + 10000 + ], + "scalar_steps_contiguous": true, + "snapshots": { + "0": { + "before_filter": 57345, + "after_filter": 57345, + "scale_m_p05_p50_p95": [ + 0.0004192058288026601, + 0.0008197277784347534, + 0.0013005973538383838 + ], + "opacity_p05_p50_p95": [ + 0.10000000149011612, + 0.10000000149011612, + 0.10000000149011612 + ], + "isotropic_log_scale_columns": 1, + "active_sh_degree": 0, + "views": { + "0": { + "l1": 0.0013473504222929478, + "ssim_fused": 0.9907059073448181, + "seg_l1": 0.003306622849777341, + "seg_ssim_ref": 0.9907059073448181, + "depth": 0.00605255534366969, + "rgb_loss": 0.0029366989620029926, + "seg_loss": 0.0045041171833872795, + "total": 0.007446868700733942 + }, + "1": { + "l1": 0.000850269163493067, + "ssim_fused": 0.9952353239059448, + "seg_l1": 0.0016540574142709374, + "seg_ssim_ref": 0.9952353239059448, + "depth": 0.001959847315938017, + "rgb_loss": 0.0016331506194546819, + "seg_loss": 0.0022761812433600426, + "total": 0.003911291593715341 + }, + "2": { + "l1": 0.001222464838065207, + "ssim_fused": 0.9913389086723328, + "seg_l1": 0.0029436475597321987, + "seg_ssim_ref": 0.9913389086723328, + "depth": 0.00492691715270051, + "rgb_loss": 0.002710190135985613, + "seg_loss": 0.004087136127054691, + "total": 0.006802253180193005 + }, + "3": { + "l1": 0.0009273356408812106, + "ssim_fused": 0.9929285645484924, + "seg_l1": 0.0024467266630381346, + "seg_ssim_ref": 0.9929285645484924, + "depth": 0.0027250103636640185, + "rgb_loss": 0.002156155649572611, + "seg_loss": 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Final review renders use the reference strict opacity filter. They are not held-out errors, dimensional reconstruction accuracy or dynamics evidence." + }, + "inspected_images_relative_to_review": [ + "iteration_10000/view_0_sheet.png", + "iteration_10000/view_1_sheet.png", + "iteration_10000/view_2_sheet.png", + "iteration_10000/view_3_sheet.png", + "loss_curves.png", + "novel_frames/frame_000.jpg", + "novel_frames/frame_025.jpg", + "novel_frames/frame_050.jpg", + "novel_frames/frame_075.jpg", + "novel_frames/frame_100.jpg", + "novel_frames/frame_125.jpg", + "novel_frames/frame_150.jpg", + "novel_frames/frame_175.jpg" + ], + "visual_coverage": { + "final_comparison_sheets": 4, + "loss_curve_images": 1, + "novel_view_frames_inspected": 8, + "novel_view_frames_saved": 200, + "novel_view_frame_indices": [ + 0, + 25, + 50, + 75, + 100, + 125, + 150, + 175 + ], + "method": "All 13 listed images viewed individually. Eight sampled frames do not establish every-frame video correctness." + }, + "per_camera_observations": { + "12540311": "The broad visible grey band and ribbed texture follow the observed oval. The foreground-hand interval is filled by a wide blurred brown-grey lobe with rounded protrusions beyond the ribbon in alpha/depth; the opposite upper grasp has a small dark/reddish fringe.", + "12933256": "The visible upper arc and small exposed lower segment follow the observed band. Much of the remaining loop lies behind the foreground hand/arm and sleeve in the input. The rendered lower inner edge is mottled and speckled; the upper-right grasp has a notch, soft lobe and small outward spur. This completed loop is not independent evidence for the hidden surface.", + "17736741": "The exposed oval has consistent ribbon width and visible ribbing. A long blurred lobe replaces the lower-left hand-hidden interval, with rounded alpha/depth protrusions; a small top notch remains near the opposite grasp.", + "23007103": "The exposed front and rear arcs retain the broad oval and ribbed texture. The upper-left grasp has a narrow protruding spur; the right grasp is dark, pinched and notched, with reduced local band width. These are local defects rather than an observed global collapse." + }, + "orbit_observations": "All eight sampled frames keep the complete object inside the image bounds, with a recognizable oval ribbon and no observed global collapse. Blurred grasp lobes, local speckling and narrow pinched sections persist as the camera rotates. Frame 150 shows the upper-left spur and right-side pinching clearly; other sampled angles expose a soft lobe on the left, right or lower grasp interval. Eight samples do not certify every frame or validate unseen geometry.", + "loss_observation": "The plotted L1 and total losses decay and settle after narrow transients near 3000/6000/9000, consistent with the unchanged source opacity-reset interval.", + "material_limitations_for_owner_decision": [ + "The hand-hidden intervals contain blurred lobes, speckling, spurs and local pinching. Their completion is not validated by the four initial views.", + "The accepted prior is a 25 mm zero-thickness surface. Ribbed appearance does not establish physical tooth geometry or material thickness; the prior below-table registration limitation remains.", + "The same four initial training views supply the reported losses. Full-image masked and occlusion-aware reductions and the final opacity filter do not establish held-out accuracy, dimensional accuracy or dynamics.", + "Later camera 23007103 detached depth bands at samples 176 and 303 remain a separate observation limitation; this initial-frame appearance does not remove, repair or validate them." + ], + "later_sequence_measurement_caveat": { + "camera": "23007103", + "source": "review_v1/REVIEW.md and prior_review_v1/PRIOR_REVIEW_c6a_v1.md", + "derived_sample_176": { + "farther_than_40mm_from_nearest_other_view_visible_point": 71, + "visible_representatives": 228, + "maximum_mm": 366.285 + }, + "derived_sample_303": { + "farther_than_40mm_from_nearest_other_view_visible_point": 65, + "visible_representatives": 313, + "maximum_mm": 319.134 + }, + "interpretation": "Cross-view disagreement diagnostics in later data, not ground-truth errors or new thresholds. Both reported worst points retain positional and incoming/outgoing motion-valid flags. Initial static appearance does not repair these observations." + }, + "blocking_findings_for_review_completion": [], + "review_only_no_scientific_changes": true +} diff --git a/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbfc6dd30a54ca773a60aebf1940a70340b176a --- /dev/null +++ b/sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json @@ -0,0 +1,120008 @@ +{ + "train_loss_patches/l1_loss": [ + [ + 1, + 0.0009273356408812106 + ], + [ + 2, + 0.0008476669318042696 + ], + [ + 3, + 0.0013462697388604283 + ], + [ + 4, + 0.0011936100199818611 + ], + [ + 5, + 0.0007988791330717504 + ], + [ + 6, + 0.0007831186521798372 + ], + [ + 7, + 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