diff --git a/.gitattributes b/.gitattributes index 4bbe17374fe1c111ffb4765c947d3c790f3b475a..15619a5c108e4d503b7893f0cd303875134b8bde 100644 --- a/.gitattributes +++ b/.gitattributes @@ -804,3 +804,7 @@ sessions/session_20260921_232051_069484/preprocessing/c6a-black-padding-preparat sessions/session_20260921_232051_069484/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_232051_069484/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_232051_069484/preprocessing/orange-belt-prior-padded-v2/native/rerun/appearance_spline_prior.rrd filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_232242_960732/observation.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_232242_960732/points3D.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_232242_960732/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_232242_960732/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_232242_960732/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md new file mode 100644 index 0000000000000000000000000000000000000000..0a5777f5beac054048b81ad96865f033fe39f99a --- /dev/null +++ b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md @@ -0,0 +1,28 @@ +# 232242: static appearance review + +**Status: reference training and review complete; owner appearance acceptance pending.** + +This appearance uses the accepted window 307–584, 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 exposed grey band contour and repeated belt texture align across the four views. **The hand-hidden interval contains diffuse, blob-like filling and protrusions**, strongest in cameras 12540311 and 17736741. A rounded droplet-like extension projects below the band in those views. Cameras 12933256 and 23007103 show an irregular notch and a small blurred brownish patch at the grasp. The broad band is preserved in sampled rotations, while the same grasp interval remains uneven, locally dark/gapped or blurred. No overall collapse or broad remote cloud was observed. 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: **61,441**. Final saved Gaussians: **72,754**; strict opacity >0.1 export: **68,260**. +- Mean same-training-view source total: **0.005532810 → 0.000271001**. 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. + +Owner appearance acceptance is pending. This initial-only review does not resolve the later camera 12933256 depth spike recorded in the reference review. The already accepted initial prior and physical fitting remain separate decisions. + +Owner appearance approval, 2026-10-28: “Accept 232242’s appearance”. [Recorded artifact and scope](../owner_appearance_acceptance_c6a_v1.json). The disclosed blobs/protrusions are retained, and the later depth defect remains unresolved. diff --git a/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..369072adc91e2b800cabe975676ca49b3706ed34 --- /dev/null +++ b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log @@ -0,0 +1,57 @@ +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:02:28] +Init points from pcd... [28/10 16:02:28] +Init points from mesh... [28/10 16:02:28] +Loading Training Cameras [28/10 16:02:28] +Loading Test Cameras [28/10 16:02:28] +Number of points at initialisation : 61441 [28/10 16:02:28] +Sampling 100000 points from mesh [28/10 16:02:28] +{ + "cameras": [ + { + "id": 0, + "width": 1920, + "height": 1080, + "object_px": 11201, + "occlusion_px": 231306, + "valid_depth_px": 1962661, + "boundary_px": 3053, + "projection_max_error_px": 2.2406617812394436e-05 + }, + { + "id": 1, + "width": 1920, + "height": 1080, + "object_px": 16544, + "occlusion_px": 192274, + "valid_depth_px": 2025906, + "boundary_px": 3376, + "projection_max_error_px": 1.9561552733737565e-06 + }, + { + "id": 2, + "width": 1920, + "height": 1080, + "object_px": 12677, + "occlusion_px": 330224, + "valid_depth_px": 1974846, + "boundary_px": 3463, + "projection_max_error_px": 7.581818405525725e-06 + }, + { + "id": 3, + "width": 1920, + "height": 1080, + "object_px": 13885, + "occlusion_px": 186582, + "valid_depth_px": 1905154, + "boundary_px": 3205, + "projection_max_error_px": 2.2727005399017053e-06 + } + ], + "hybrid": { + "vertex_color_branch": true, + "mesh": 21600, + "observed": 39841, + "total": 61441 + } +} [28/10 16:02:28] diff --git a/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..cb9c285c78339d8628cf6b744e0d58ac7e96acdf --- /dev/null +++ b/sessions/session_20260921_232242_960732/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_232242_960732/window_anchor0307-0584/accepted_input_preparation_c6a_v1/prior_timing_v1", + "--accepted-prior-manifest-sha256", + "8793b3cecb9bf92b56cf66fc819c8bdd444b402ff93f782472e3ea9fdb41afa4", + "--output", + "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232242_960732/window_anchor0307-0584/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_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..0c5f46f1156013df114c1ebfe763470f3a5241ee --- /dev/null +++ b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 620.0228643510054 +} diff --git a/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..b4e58e8ebbf1d56cfdf4136abb729d6d2e2475e3 --- /dev/null +++ b/sessions/session_20260921_232242_960732/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 16:30:29] +Init points from pcd... [28/10 16:30:29] +Init points from mesh... [28/10 16:30:29] +Loading Training Cameras [28/10 16:30:29] +Loading Test Cameras [28/10 16:30:29] +Number of points at initialisation : 61441 [28/10 16:30:29] +Sampling 100000 points from mesh [28/10 16:30:29] +Loading trained model at iteration 7000 [28/10 16:30:31] [28/10 16:30:31] +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:30:31] [28/10 16:30:31] +Init points from pcd... [28/10 16:30:32] [28/10 16:30:32] +Init points from mesh... [28/10 16:30:32] [28/10 16:30:32] +Loading Training Cameras [28/10 16:30:32] [28/10 16:30:32] +Loading Test Cameras [28/10 16:30:32] [28/10 16:30:32] +Sampling 100000 points from mesh [28/10 16:30:32] [28/10 16:30:32] +Loading trained model at iteration 10000 [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +Init points from pcd... [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +Init points from mesh... [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +Loading Training Cameras [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +Loading Test Cameras [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +Sampling 100000 points from mesh [28/10 16:30:34] [28/10 16:30:34] [28/10 16:30:34] +{ + "snapshots": [ + "0", + "7000", + "10000" + ], + "review": "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232242_960732/window_anchor0307-0584/accepted_input_preparation_c6a_v1/appearance_train_v1/review" +} [28/10 16:30:40] [28/10 16:30:40] [28/10 16:30:40] diff --git a/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..eeb2d71bfe1615575567a76135f068b13168efc3 --- /dev/null +++ b/sessions/session_20260921_232242_960732/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_232242_960732/window_anchor0307-0584/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_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..9d8cd53eabd15f8adc398bc6fbdc26100b739a9a --- /dev/null +++ b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 771.2636409080005 +} diff --git a/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..9b5e7b855907de7c960701dfebb558341ee824ce --- /dev/null +++ b/sessions/session_20260921_232242_960732/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_232242_960732/window_anchor0307-0584/accepted_input_preparation_c6a_v1/appearance_train_v1/model +Output folder: /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_232242_960732/window_anchor0307-0584/accepted_input_preparation_c6a_v1/appearance_train_v1/model [28/10 16:15:48] +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:15:48] +Init points from pcd... [28/10 16:15:48] +Init points from mesh... [28/10 16:15:48] +Loading Training Cameras [28/10 16:15:48] +Loading Test Cameras [28/10 16:15:48] +Number of points at initialisation : 61441 [28/10 16:15:48] +Sampling 100000 points from mesh [28/10 16:15:48] + Training progress: 0%| | 0/10000 [00:000.1", + "accepted_prior_identity_matches": true + }, + "blocking_findings_for_review_completion": [] +} diff --git a/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json new file mode 100644 index 0000000000000000000000000000000000000000..96dde1b299c0b615d40abbeb93e0b20745097894 --- /dev/null +++ b/sessions/session_20260921_232242_960732/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json @@ -0,0 +1,120008 @@ +{ + "train_loss_patches/l1_loss": [ + [ + 1, + 0.0009102085023187101 + ], + [ + 2, + 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