diff --git a/.gitattributes b/.gitattributes index 63e46094635d5afb1c498284f441bfc8e35c8ec7..e2f0a0d3eeb74af98e760b0929b60988776f1183 100644 --- a/.gitattributes +++ b/.gitattributes @@ -824,3 +824,7 @@ sessions/session_20260921_232616_062985/preprocessing/c6a-input-preparation-v1/n 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 sessions/session_20260921_232616_062985/preprocessing/timing-belt-ribbon-prior-v1/native/rerun/appearance_spline_prior.rrd filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_232717_273624/observation.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_232717_273624/points3D.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232717_273624/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_232717_273624/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_232717_273624/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md new file mode 100644 index 0000000000000000000000000000000000000000..a51cf15795ef7c609d5738d97e2639e33e54e74e --- /dev/null +++ b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md @@ -0,0 +1,26 @@ +# 232717: static appearance review + +**Status: reference training and review complete; owner appearance accepted on 2026-10-28.** + +This appearance uses the accepted window 340–691, masks and initial grey timing-belt ribbon prior. Training used the unchanged four-reference-image recipe: 10,000 loop iterations and 9,999 Gaussian optimizer updates. The recorded prior identity matches the owner acceptance. + +[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 visible grey band and tooth texture follow the broad loop in all four training views. Both hand-hidden intervals contain inferred appearance. The foreground grasp has diffuse speckled filling and enlarged blurry lobes, strongest in cameras 12540311 and 17736741; a small round downward protrusion is visible in their rendered depth/alpha. Camera 12933256 has a broad speckled near arc and a smaller far-grasp lump. Camera 23007103 retains a smaller brown blurred seam and local spur. The full loop stays in view in the eight sampled rotations without gross collapse, but local bulges, speckle and uneven width persist with view direction. These artifacts do not establish the hidden ribbon shape. + +The black background is an object-only diagnostic. The raw RGB residual compares against the full scene and is not the masked training objective. Stored/rendered depth does not independently establish hidden geometry or hand/table contact. + +- Initial hybrid seeds: **56,398**. Final saved Gaussians: **60,489**; strict opacity >0.1 export: **56,982**. +- Mean same-training-view source total: **0.005479408 → 0.000418445**. This averages masked, occlusion-aware full-image source losses across the four training views and is not held-out or physical-accuracy evidence. +- All 12 saved view NPZ files, all 3 PLY payloads and all 3 complete scalar histories are finite; histories contain every step 1–10000. One isotropic scale column and final spherical-harmonic degree 3 are verified. +- Check, training and review returned zero. Reference flags remain masks/hybrid/isotropic with depth/normal/anisotropic/segmentation weights 0.001/0/0/1 and the recorded native-loader/depth-loss runtime overrides. +- [Saved summary](appearance_train_v1/review/summary.json) · [Exact findings and inspection coverage](appearance_train_v1/review/agent_findings.json) · [Run flags](appearance_train_v1/run_record.json). + +All four final sheets, loss curves and orbit frames 0/25/50/75/100/125/150/175 of 200 were viewed individually. Every sampled rotation frame contains the object. Curves settle after transients near 3000/6000/9000, consistent with the source opacity-reset schedule. Sampling does not certify every video frame. + +The owner accepted this exact static appearance on 2026-10-28, retaining the disclosed limitations. This static initial-frame review does not validate later observations, hidden geometry or dynamic behavior. The already accepted initial prior and physical fitting remain separate decisions. diff --git a/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..9abf828d6827bfd7c65a405b102a406ea970e1e3 --- /dev/null +++ b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log @@ -0,0 +1,57 @@ +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:05:29] +Init points from pcd... [28/10 17:05:29] +Init points from mesh... [28/10 17:05:29] +Loading Training Cameras [28/10 17:05:29] +Loading Test Cameras [28/10 17:05:29] +Number of points at initialisation : 56398 [28/10 17:05:29] +Sampling 100000 points from mesh [28/10 17:05:29] +{ + "cameras": [ + { + "id": 0, + "width": 1920, + "height": 1080, + "object_px": 13109, + "occlusion_px": 376669, + "valid_depth_px": 1920010, + "boundary_px": 3886, + "projection_max_error_px": 2.219960869644682e-05 + }, + { + "id": 1, + "width": 1920, + "height": 1080, + "object_px": 9478, + "occlusion_px": 371468, + "valid_depth_px": 2027492, + "boundary_px": 1962, + "projection_max_error_px": 1.4259025938592456e-06 + }, + { + "id": 2, + "width": 1920, + "height": 1080, + "object_px": 13917, + "occlusion_px": 403686, + "valid_depth_px": 1972707, + "boundary_px": 3780, + "projection_max_error_px": 4.9235820633772545e-06 + }, + { + "id": 3, + "width": 1920, + "height": 1080, + "object_px": 11748, + "occlusion_px": 203709, + "valid_depth_px": 1906397, + "boundary_px": 2685, + "projection_max_error_px": 2.9403827655842044e-06 + } + ], + "hybrid": { + "vertex_color_branch": true, + "mesh": 21600, + "observed": 34798, + "total": 56398 + } +} [28/10 17:05:30] diff --git a/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..e51d50d80a1c281f5f5da5011b5670aca6de286a --- /dev/null +++ b/sessions/session_20260921_232717_273624/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_232717_273624/window_anchor0340-0691/accepted_input_preparation_c6a_v1/prior_timing_v1", + "--accepted-prior-manifest-sha256", + "f57732aa08b630c0b66f8c9622a657207df2ff2654ea4ad64fdbb6c3c69f60a0", + "--output", + "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232717_273624/window_anchor0340-0691/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_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..87727131b341aa52ca96bb5eed4528eb01bb9fa5 --- /dev/null +++ b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 34.567966367991176 +} diff --git a/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..907787b0e6c0c4164023c07d40a0dbc6cefacb14 --- /dev/null +++ b/sessions/session_20260921_232717_273624/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 17:18:22] +Init points from pcd... [28/10 17:18:22] +Init points from mesh... [28/10 17:18:22] +Loading Training Cameras [28/10 17:18:22] +Loading Test Cameras [28/10 17:18:22] +Number of points at initialisation : 56398 [28/10 17:18:22] +Sampling 100000 points from mesh [28/10 17:18:22] +Loading trained model at iteration 7000 [28/10 17:18:25] [28/10 17:18:25] +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:18:25] [28/10 17:18:25] +Init points from pcd... [28/10 17:18:25] [28/10 17:18:25] +Init points from mesh... [28/10 17:18:25] [28/10 17:18:25] +Loading Training Cameras [28/10 17:18:25] [28/10 17:18:25] +Loading Test Cameras [28/10 17:18:25] [28/10 17:18:25] +Sampling 100000 points from mesh [28/10 17:18:25] [28/10 17:18:25] +Loading trained model at iteration 10000 [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +Init points from pcd... [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +Init points from mesh... [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +Loading Training Cameras [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +Loading Test Cameras [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +Sampling 100000 points from mesh [28/10 17:18:27] [28/10 17:18:27] [28/10 17:18:27] +{ + "snapshots": [ + "0", + "7000", + "10000" + ], + "review": "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232717_273624/window_anchor0340-0691/accepted_input_preparation_c6a_v1/appearance_train_v1/review" +} [28/10 17:18:33] [28/10 17:18:33] [28/10 17:18:33] diff --git a/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..8969a1247aac676fa53f96c298f452e931157982 --- /dev/null +++ b/sessions/session_20260921_232717_273624/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_232717_273624/window_anchor0340-0691/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_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..a2b373d0c3558db662730c0dbcc45e02f93b6a6d --- /dev/null +++ b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 432.31561178500124 +} diff --git a/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..af177cd3131b8716ab9210b40d8903447fa802e8 --- /dev/null +++ b/sessions/session_20260921_232717_273624/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_232717_273624/window_anchor0340-0691/accepted_input_preparation_c6a_v1/appearance_train_v1/model +Output folder: /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232717_273624/window_anchor0340-0691/accepted_input_preparation_c6a_v1/appearance_train_v1/model [28/10 17:09:22] +Found metadata.json file, assuming customized QQTT dataset! [28/10 17:09:22] +Init points from pcd... [28/10 17:09:23] +Init points from mesh... [28/10 17:09:23] +Loading Training Cameras [28/10 17:09:23] +Loading Test Cameras [28/10 17:09:23] +Number of points at initialisation : 56398 [28/10 17:09:23] +Sampling 100000 points from mesh [28/10 17:09:23] + Training progress: 0%| | 0/10000 [00:000.1", + "accepted_prior_identity_matches": true + }, + "blocking_findings_for_review_completion": [] +} diff --git a/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json new file mode 100644 index 0000000000000000000000000000000000000000..c43d14f0ccf6b2c10d65a1f491f2761a7a7933fd --- /dev/null +++ b/sessions/session_20260921_232717_273624/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json @@ -0,0 +1,120008 @@ +{ + "train_loss_patches/l1_loss": [ + [ + 1, + 0.0007729820790700614 + ], + [ + 2, + 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