diff --git a/.gitattributes b/.gitattributes index 0442ca73b96ca2c762071bd899af00e765bc667e..ad9cafdc163defe5ece0de4b32c8fa9f5bf66cdb 100644 --- a/.gitattributes +++ b/.gitattributes @@ -789,3 +789,7 @@ sessions/session_20260921_230830_350739/preprocessing/c6a-input-preparation-v1/n sessions/session_20260921_230830_350739/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_230830_350739/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_230830_350739/preprocessing/orange-belt-prior-v1/native/rerun/appearance_spline_prior.rrd filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_230937_970271/observation.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/input_case/session_20260921_230937_970271/points3D.ply filter=lfs diff=lfs merge=lfs -text +sessions/session_20260921_230937_970271/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_230937_970271/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_230937_970271/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md new file mode 100644 index 0000000000000000000000000000000000000000..e66896876216210660e364489f17b8b9c822913a --- /dev/null +++ b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/APPEARANCE_REVIEW_c6a_v1.md @@ -0,0 +1,28 @@ +# 230937: static appearance review + +**Status: reference training and review complete; owner appearance acceptance pending.** + +This appearance uses the accepted window 362–817, masks and initial orange 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) + +Visible orange contours and the tape feature align across the four views. **Both hand-hidden intervals remain open.** The near-hand endpoint has diffuse fringe, strongest in 12540311 and 12933256. In 12933256 the foreground occluded interval also contains a small separated-looking local clump; a small upright spur borders the opposite gap. 17736741 has a fuzzy lower-left endpoint; 23007103 has local protrusions at both gaps. These are visible in the sampled rotations, without an observed overall collapse or broad remote cloud. + +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: **66,541**. Final saved Gaussians: **70,426**; strict opacity >0.1 export: **60,846**. +- Mean same-training-view source total: **0.005035088 → 0.000247620**. 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. The already accepted prior and physical fitting remain separate decisions. + +Owner appearance approval, 2026-10-28: “Accept 230937’s appearance”. [Recorded artifact and scope](../owner_appearance_acceptance_c6a_v1.json). The disclosed hidden gaps, fringe and local clump remain part of the accepted result. diff --git a/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..8b7e8df58f37e079a55db6f193554990805fa912 --- /dev/null +++ b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1.log @@ -0,0 +1,57 @@ +Found metadata.json file, assuming customized QQTT dataset! [28/10 15:52:01] +Init points from pcd... [28/10 15:52:01] +Init points from mesh... [28/10 15:52:01] +Loading Training Cameras [28/10 15:52:01] +Loading Test Cameras [28/10 15:52:01] +Number of points at initialisation : 66541 [28/10 15:52:01] +Sampling 100000 points from mesh [28/10 15:52:01] +{ + "cameras": [ + { + "id": 0, + "width": 1920, + "height": 1080, + "object_px": 8518, + "occlusion_px": 192201, + "valid_depth_px": 1982652, + "boundary_px": 3625, + "projection_max_error_px": 2.191994749330748e-05 + }, + { + "id": 1, + "width": 1920, + "height": 1080, + "object_px": 5437, + "occlusion_px": 373079, + "valid_depth_px": 2026682, + "boundary_px": 2412, + "projection_max_error_px": 7.383567527991238e-07 + }, + { + "id": 2, + "width": 1920, + "height": 1080, + "object_px": 8541, + "occlusion_px": 367060, + "valid_depth_px": 1978765, + "boundary_px": 3516, + "projection_max_error_px": 4.545782507898722e-06 + }, + { + "id": 3, + "width": 1920, + "height": 1080, + "object_px": 4929, + "occlusion_px": 175116, + "valid_depth_px": 1906141, + "boundary_px": 2528, + "projection_max_error_px": 3.023970080901488e-06 + } + ], + "hybrid": { + "vertex_color_branch": true, + "mesh": 51840, + "observed": 14701, + "total": 66541 + } +} [28/10 15:52:02] diff --git a/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..38954f28f3eded915d8c7697a4d706e277450f35 --- /dev/null +++ b/sessions/session_20260921_230937_970271/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_230937_970271/window_anchor0362-0817/accepted_input_preparation_c6a_v1/prior_orange_v1", + "--accepted-prior-manifest-sha256", + "672176188ebaea026c41ea989edb42fbcee1062fc7669cd6fdd66566909f275d", + "--output", + "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_230937_970271/window_anchor0362-0817/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_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..2e503748ef865799a5ef05eb9e07ffc358361190 --- /dev/null +++ b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_check_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 374.29867884900887 +} diff --git a/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..5023d9846a9f2cba8dfcfd94824e98a54d71402c --- /dev/null +++ b/sessions/session_20260921_230937_970271/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 16:15:35] +Init points from pcd... [28/10 16:15:35] +Init points from mesh... [28/10 16:15:35] +Loading Training Cameras [28/10 16:15:35] +Loading Test Cameras [28/10 16:15:35] +Number of points at initialisation : 66541 [28/10 16:15:35] +Sampling 100000 points from mesh [28/10 16:15:35] +Loading trained model at iteration 7000 [28/10 16:15:37] [28/10 16:15:37] +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:15:37] [28/10 16:15:37] +Init points from pcd... [28/10 16:15:37] [28/10 16:15:37] +Init points from mesh... [28/10 16:15:37] [28/10 16:15:37] +Loading Training Cameras [28/10 16:15:38] [28/10 16:15:38] +Loading Test Cameras [28/10 16:15:38] [28/10 16:15:38] +Sampling 100000 points from mesh [28/10 16:15:38] [28/10 16:15:38] +Loading trained model at iteration 10000 [28/10 16:15:39] [28/10 16:15:39] [28/10 16:15:39] +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:15:39] [28/10 16:15:39] [28/10 16:15:39] +Init points from pcd... [28/10 16:15:40] [28/10 16:15:40] [28/10 16:15:40] +Init points from mesh... [28/10 16:15:40] [28/10 16:15:40] [28/10 16:15:40] +Loading Training Cameras [28/10 16:15:40] [28/10 16:15:40] [28/10 16:15:40] +Loading Test Cameras [28/10 16:15:40] [28/10 16:15:40] [28/10 16:15:40] +Sampling 100000 points from mesh [28/10 16:15:40] [28/10 16:15:40] [28/10 16:15:40] +{ + "snapshots": [ + "0", + "7000", + "10000" + ], + "review": "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_230937_970271/window_anchor0362-0817/accepted_input_preparation_c6a_v1/appearance_train_v1/review" +} [28/10 16:15:46] [28/10 16:15:46] [28/10 16:15:46] diff --git a/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_argv.json new file mode 100644 index 0000000000000000000000000000000000000000..621fdb9069de234c537833661cd281185b8a6e72 --- /dev/null +++ b/sessions/session_20260921_230937_970271/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_230937_970271/window_anchor0362-0817/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_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json new file mode 100644 index 0000000000000000000000000000000000000000..822d7c486bd8237b1384df110d95af38d9ab558b --- /dev/null +++ b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_review_v1_result.json @@ -0,0 +1,4 @@ +{ + "returncode": 0, + "elapsed_s": 800.2033894440101 +} diff --git a/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1.log new file mode 100644 index 0000000000000000000000000000000000000000..c5f7e45193ea48d5dce320411e224649c42bfeed --- /dev/null +++ b/sessions/session_20260921_230937_970271/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_230937_970271/window_anchor0362-0817/accepted_input_preparation_c6a_v1/appearance_train_v1/model +Output folder: /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_230937_970271/window_anchor0362-0817/accepted_input_preparation_c6a_v1/appearance_train_v1/model [28/10 16:00:24] +Found metadata.json file, assuming customized QQTT dataset! [28/10 16:00:24] +Init points from pcd... [28/10 16:00:24] +Init points from mesh... [28/10 16:00:24] +Loading Training Cameras [28/10 16:00:24] +Loading Test Cameras [28/10 16:00:24] +Number of points at initialisation : 66541 [28/10 16:00:25] +Sampling 100000 points from mesh [28/10 16:00:25] + Training progress: 0%| | 0/10000 [00:000.1", + "accepted_prior_identity_matches": true + }, + "blocking_findings_for_review_completion": [] +} diff --git a/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json new file mode 100644 index 0000000000000000000000000000000000000000..65a1911d09f1c7c81966f11eb5a938e74f421461 --- /dev/null +++ b/sessions/session_20260921_230937_970271/preprocessing/c6a-input-preparation-v1/native/appearance_train_v1/review/curves.json @@ -0,0 +1,120008 @@ +{ + "train_loss_patches/l1_loss": [ + [ + 1, + 0.0008039184031076729 + ], + [ + 2, + 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