processed/001-rope/episode_0/runs/deform-rope-ep0-dp5: package_final batch 1/1
Browse files- .gitattributes +1 -0
- processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/README.md +34 -0
- processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/archives/members.json +3 -0
- processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/checkpoints.tsv +0 -0
- processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/dependencies.json +0 -0
- processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/run.json +473 -0
.gitattributes
CHANGED
|
@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 36 |
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
|
| 37 |
processed/001-rope/episode_0/runs/deform-rope-ep0-e2/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
|
| 38 |
processed/001-rope/episode_0/runs/deform-rope-ep0-e2/archives/members.json filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 36 |
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
|
| 37 |
processed/001-rope/episode_0/runs/deform-rope-ep0-e2/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
|
| 38 |
processed/001-rope/episode_0/runs/deform-rope-ep0-e2/archives/members.json filter=lfs diff=lfs merge=lfs -text
|
| 39 |
+
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/archives/members.json filter=lfs diff=lfs merge=lfs -text
|
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/README.md
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# deform-rope-ep0-dp5
|
| 2 |
+
|
| 3 |
+
Deform360 rope episode 0 DP5 photometric Adam (Adam-only, 500 passes, 48,000 updates) from deform-rope-ep0-e2 BEST (pass_end_0500); BEST pass_end_0247 (update 23,712), FINAL pass_end_0500.
|
| 4 |
+
|
| 5 |
+
| Field | Value |
|
| 6 |
+
|---|---|
|
| 7 |
+
| Status | complete |
|
| 8 |
+
| Identity | object_id `001-rope`, episode_id `episode_0` |
|
| 9 |
+
| Parent | `deform-rope-ep0-e2` adam/pass_end_0500 (recorded tracking parent (parent BEST)) |
|
| 10 |
+
| Stages | photometric_adam |
|
| 11 |
+
| Budget (completed/configured) | photometric_adam: updates 48000/48000, passes 500/500 |
|
| 12 |
+
| Labels | BEST adam/pass_end_0247, FINAL adam/pass_end_0500 |
|
| 13 |
+
| Code revision(s) | `3d870a7b97b53a004db767f894cc34511f9d5c49`; dirty tree by stage: photometric_adam reported clean |
|
| 14 |
+
| Checkpoint rows | 506 (`checkpoints.tsv`) |
|
| 15 |
+
| Archived native records | 48,000 per-update records in 5 tar archives (`archives/members.json`, owner D16) |
|
| 16 |
+
|
| 17 |
+
## Stages
|
| 18 |
+
|
| 19 |
+
- **photometric_adam** (`native/run_result.json`): {"photometric_loss_id": "deform360_e2_four_view_photometric_v1", "objective_id": "real_rgbd_active_photometric_v1", "source": "U gs_train.py:128-188 + loss_utils.py (PhysTwin 81c718790a37e5e0102eb77af2c6edd34a9db25f)", "weights": {"lambda_dssim": 0.2, "lambda_seg": 1.0, "lambda_depth": 0.001}, "rgb_ssim": "fused_ssim (U gaussian_splatting/submodules/fused-ssim, padding same, train True)", "seg_ssi
|
| 20 |
+
- stiffness update: clamp at use only (clamp_at_use_only true, spring_y_clamp recorded); this run predates the projected update and its history is not reinterpreted
|
| 21 |
+
|
| 22 |
+
## Capabilities
|
| 23 |
+
|
| 24 |
+
- **portable_use**: native model arrays retained; fresh use (canonical q0/v0, zero updates) from a clean local copy is implemented and validated by PR4 on representative checkpoints; Hub fetch pending; photometric rendering also needs the recorded initial appearance and binding listed in dependencies.json
|
| 25 |
+
- **interrupted_run_recovery**: unsupported for this publication (owner D21): every photometric checkpoint, optimizer, RNG and appearance-carry file is retained, and every input the writer's resume identity checks is packaged or referenced (dependencies.json input_bundles), but no photometric restore is implemented or claimed
|
| 26 |
+
- **extend_completed_budget**: not supported: the native protocols refuse to extend a finished run's horizon
|
| 27 |
+
- **full_reproduction**: not claimed (D3); dirty-state and environment limits are listed under code
|
| 28 |
+
- **continuation_under_projected_update**: not available: this run's stiffness history is clamp-at-use only; continuing it under the projected rule would change its optimizer semantics
|
| 29 |
+
|
| 30 |
+
## Limitations
|
| 31 |
+
|
| 32 |
+
- the photometric_views observation bundle named in photometric_run_identity.json is not copied into this package: its per-fit camera choice and selection records are under evidence/photometric_views_cameras, evidence/photometric_views_selection_records (owner D14/D20); dependencies.json input_bundles names the exact source of every other file (owned occluders in the Deform360 dataset, the authors' frames, masks, depth and tracks by pinned member or recipe; D17-D19); ordinary use and the initial render need only the camera subset
|
| 33 |
+
|
| 34 |
+
Native records under `native/` are authoritative; `run.json`, `checkpoints.tsv` and `dependencies.json` index them. License: see the repository `LICENSE` and card.
|
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/archives/members.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:762529d66f3bde70f2a1df9d8919e3a76e72fca46194c11a850bda867aebad5f
|
| 3 |
+
size 11799438
|
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/checkpoints.tsv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/dependencies.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/run.json
ADDED
|
@@ -0,0 +1,473 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"aliases": [
|
| 3 |
+
{
|
| 4 |
+
"path": "native/adam_epochs/BEST.json",
|
| 5 |
+
"points_to": "adam/pass_end_0247",
|
| 6 |
+
"relation": "role record referencing that checkpoint's bundle files",
|
| 7 |
+
"role": "BEST"
|
| 8 |
+
},
|
| 9 |
+
{
|
| 10 |
+
"path": "native/adam_epochs/FINAL.json",
|
| 11 |
+
"points_to": "adam/pass_end_0500",
|
| 12 |
+
"relation": "role record referencing that checkpoint's bundle files",
|
| 13 |
+
"role": "FINAL"
|
| 14 |
+
},
|
| 15 |
+
{
|
| 16 |
+
"path": "native/adam_epochs/theta_0.json",
|
| 17 |
+
"points_to": "adam/pass_end_0000",
|
| 18 |
+
"relation": "role record referencing that checkpoint's bundle files",
|
| 19 |
+
"role": "Adam0 (theta_0)"
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"path": "native/adam_epochs/boundary.json",
|
| 23 |
+
"points_to": "adam/pass_end_0500",
|
| 24 |
+
"relation": "role record referencing that checkpoint's bundle files",
|
| 25 |
+
"role": "resume boundary"
|
| 26 |
+
}
|
| 27 |
+
],
|
| 28 |
+
"archived_native_records": {
|
| 29 |
+
"archives": 5,
|
| 30 |
+
"index": "archives/members.json",
|
| 31 |
+
"member_bytes": 375721173,
|
| 32 |
+
"members": 48000,
|
| 33 |
+
"rule": "Owner decision D16 (2026-10-30): the Deform360 per-update records native/adam_epochs/update_*_updates.json are published inside these uncompressed tar archives, 10,000 update numbers per archive, because the Hub allows at most 10,000 entries per folder. Member bytes are unchanged; extract each member to <run dir>/native/<member> to restore the native layout (scripts/phystwin_publish.py fetch --all-checkpoints does this)."
|
| 34 |
+
},
|
| 35 |
+
"capabilities": {
|
| 36 |
+
"continuation_under_projected_update": "not available: this run's stiffness history is clamp-at-use only; continuing it under the projected rule would change its optimizer semantics",
|
| 37 |
+
"extend_completed_budget": "not supported: the native protocols refuse to extend a finished run's horizon",
|
| 38 |
+
"full_reproduction": "not claimed (D3); dirty-state and environment limits are listed under code",
|
| 39 |
+
"interrupted_run_recovery": "unsupported for this publication (owner D21): every photometric checkpoint, optimizer, RNG and appearance-carry file is retained, and every input the writer's resume identity checks is packaged or referenced (dependencies.json input_bundles), but no photometric restore is implemented or claimed",
|
| 40 |
+
"portable_use": "native model arrays retained; fresh use (canonical q0/v0, zero updates) from a clean local copy is implemented and validated by PR4 on representative checkpoints; Hub fetch pending; photometric rendering also needs the recorded initial appearance and binding listed in dependencies.json"
|
| 41 |
+
},
|
| 42 |
+
"checkpoints": {
|
| 43 |
+
"counts": {
|
| 44 |
+
"adam_boundary": 1,
|
| 45 |
+
"adam_pass_end": 501,
|
| 46 |
+
"role_record": 4
|
| 47 |
+
},
|
| 48 |
+
"rows": 506,
|
| 49 |
+
"table": "checkpoints.tsv"
|
| 50 |
+
},
|
| 51 |
+
"code": {
|
| 52 |
+
"belt_perception_commits": [
|
| 53 |
+
"3d870a7b97b53a004db767f894cc34511f9d5c49"
|
| 54 |
+
],
|
| 55 |
+
"dirty_reported": false,
|
| 56 |
+
"limitations": [],
|
| 57 |
+
"observations": [
|
| 58 |
+
{
|
| 59 |
+
"key": "identity.code_revision",
|
| 60 |
+
"scope": "run",
|
| 61 |
+
"source": "native/photometric_run_identity.json",
|
| 62 |
+
"value": "3d870a7b97b53a004db767f894cc34511f9d5c49"
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"key": "code_head / git_status_porcelain_lines",
|
| 66 |
+
"scope": "run",
|
| 67 |
+
"source": "evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/environment.txt",
|
| 68 |
+
"value": {
|
| 69 |
+
"dirty": false,
|
| 70 |
+
"head": "3d870a7b97b53a004db767f894cc34511f9d5c49"
|
| 71 |
+
}
|
| 72 |
+
}
|
| 73 |
+
],
|
| 74 |
+
"stages": {
|
| 75 |
+
"photometric_adam": {
|
| 76 |
+
"belt_perception_commits": [
|
| 77 |
+
"3d870a7b97b53a004db767f894cc34511f9d5c49"
|
| 78 |
+
],
|
| 79 |
+
"dirty_reported": false,
|
| 80 |
+
"sources": [
|
| 81 |
+
"native/photometric_run_identity.json:identity.code_revision",
|
| 82 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/environment.txt:code_head / git_status_porcelain_lines"
|
| 83 |
+
]
|
| 84 |
+
}
|
| 85 |
+
}
|
| 86 |
+
},
|
| 87 |
+
"description": "Deform360 rope episode 0 DP5 photometric Adam (Adam-only, 500 passes, 48,000 updates) from deform-rope-ep0-e2 BEST (pass_end_0500); BEST pass_end_0247 (update 23,712), FINAL pass_end_0500.",
|
| 88 |
+
"environment": {
|
| 89 |
+
"native/photometric_run_identity.json:identity.device": "cuda:0",
|
| 90 |
+
"native/photometric_run_identity.json:identity.renderer": {
|
| 91 |
+
"arguments": {
|
| 92 |
+
"absgrad": true,
|
| 93 |
+
"backgrounds": [
|
| 94 |
+
[
|
| 95 |
+
0,
|
| 96 |
+
0,
|
| 97 |
+
0
|
| 98 |
+
]
|
| 99 |
+
],
|
| 100 |
+
"height": 720,
|
| 101 |
+
"packed": false,
|
| 102 |
+
"rasterize_mode": "classic",
|
| 103 |
+
"render_mode": "RGB+ED",
|
| 104 |
+
"sh_degree": 0,
|
| 105 |
+
"width": 1280
|
| 106 |
+
},
|
| 107 |
+
"gsplat_source": {
|
| 108 |
+
"url": "https://github.com/nerfstudio-project/gsplat.git",
|
| 109 |
+
"vcs_info": {
|
| 110 |
+
"commit_id": "8b6319f8335df7de18d4514feb90b60e3941a073",
|
| 111 |
+
"vcs": "git"
|
| 112 |
+
}
|
| 113 |
+
},
|
| 114 |
+
"gsplat_version": "1.5.3",
|
| 115 |
+
"output_clamp": false,
|
| 116 |
+
"torch_version": "2.11.0+cu128"
|
| 117 |
+
}
|
| 118 |
+
},
|
| 119 |
+
"evidence_files": [
|
| 120 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/dispatch_decisions.md",
|
| 121 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/environment.txt",
|
| 122 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/fit.exit",
|
| 123 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/fit.stderr",
|
| 124 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/fit.stdout",
|
| 125 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/fit_command.txt",
|
| 126 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/fit_end_unix",
|
| 127 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/logs/fit_start_unix",
|
| 128 |
+
"evidence/deform360_photo_ep0_92_188_20260927_dp5_full/tools/launch_dp5_full.sh",
|
| 129 |
+
"evidence/dp2_appearance_splat_92/import.json",
|
| 130 |
+
"evidence/photometric_views_cameras/camera_selection.json",
|
| 131 |
+
"evidence/photometric_views_cameras/cameras.npz",
|
| 132 |
+
"evidence/photometric_views_cameras/manifest.json",
|
| 133 |
+
"evidence/photometric_views_selection_records/statistics.json",
|
| 134 |
+
"evidence/photometric_views_selection_records/survey.csv",
|
| 135 |
+
"evidence/photometric_views_selection_records/survey.json"
|
| 136 |
+
],
|
| 137 |
+
"family": "deform360_boundary",
|
| 138 |
+
"gaps": [],
|
| 139 |
+
"identity": {
|
| 140 |
+
"episode_id": "episode_0",
|
| 141 |
+
"object_id": "001-rope"
|
| 142 |
+
},
|
| 143 |
+
"inputs": [
|
| 144 |
+
{
|
| 145 |
+
"episode_id": "episode_0",
|
| 146 |
+
"object_id": "001-rope",
|
| 147 |
+
"preprocessing": "project FitInputs (retained in native/inputs) and recorded upstream sources",
|
| 148 |
+
"role": "aligned fit window"
|
| 149 |
+
}
|
| 150 |
+
],
|
| 151 |
+
"labels": {
|
| 152 |
+
"BEST": {
|
| 153 |
+
"completed_passes": 247,
|
| 154 |
+
"cumulative_optimizer_updates": 23712,
|
| 155 |
+
"key": "arrays_file",
|
| 156 |
+
"metric": null,
|
| 157 |
+
"metric_role": "all_data_in_sample",
|
| 158 |
+
"note": "run_result best_epoch/best_source_update count cumulative updates, not passes",
|
| 159 |
+
"score": 0.0123266631530242,
|
| 160 |
+
"source": "native/adam_epochs/BEST.json",
|
| 161 |
+
"value": "adam/pass_end_0247"
|
| 162 |
+
},
|
| 163 |
+
"FINAL": {
|
| 164 |
+
"completed_passes": 500,
|
| 165 |
+
"cumulative_optimizer_updates": 48000,
|
| 166 |
+
"key": "arrays_file",
|
| 167 |
+
"metric_role": "all_data_in_sample",
|
| 168 |
+
"note": "run_result best_epoch/best_source_update count cumulative updates, not passes",
|
| 169 |
+
"score": 0.012401179702486128,
|
| 170 |
+
"source": "native/adam_epochs/FINAL.json",
|
| 171 |
+
"value": "adam/pass_end_0500"
|
| 172 |
+
}
|
| 173 |
+
},
|
| 174 |
+
"license": {
|
| 175 |
+
"attribution": "Derived from Deform360 (brownu/deform360, MIT-declared raw dataset; brownu/deform360_processed declares no license at the pinned revision). Embedded canonical Gaussian arrays in photometric checkpoints derive from the upstream splatfacto reconstruction named in upstream_inputs.",
|
| 176 |
+
"id": "mit",
|
| 177 |
+
"scope": "MIT applies to the project-produced fit packages in this repository. Owner decision D12 interprets the processed Deform360 assets these fits derive from as covered by the raw dataset's MIT terms (brownu/deform360 declares MIT); brownu/deform360_processed itself declares no license at revision e92deaf7e437e7e51ad464706ae647f522a279d9. This is the owner's interpretation, not an upstream declaration. Upstream data are not redistributed or relicensed here; their attribution is retained."
|
| 178 |
+
},
|
| 179 |
+
"limitations": [
|
| 180 |
+
"the photometric_views observation bundle named in photometric_run_identity.json is not copied into this package: its per-fit camera choice and selection records are under evidence/photometric_views_cameras, evidence/photometric_views_selection_records (owner D14/D20); dependencies.json input_bundles names the exact source of every other file (owned occluders in the Deform360 dataset, the authors' frames, masks, depth and tracks by pinned member or recipe; D17-D19); ordinary use and the initial render need only the camera subset"
|
| 181 |
+
],
|
| 182 |
+
"native_files": {
|
| 183 |
+
"bytes": 820990148,
|
| 184 |
+
"files": 2520
|
| 185 |
+
},
|
| 186 |
+
"native_reconciliation": {
|
| 187 |
+
"included_by_category": {
|
| 188 |
+
"adam_role_record": {
|
| 189 |
+
"bytes": 10394224,
|
| 190 |
+
"files": 506
|
| 191 |
+
},
|
| 192 |
+
"adam_state_bundle": {
|
| 193 |
+
"bytes": 337664944,
|
| 194 |
+
"files": 1506
|
| 195 |
+
},
|
| 196 |
+
"adam_update_rows": {
|
| 197 |
+
"bytes": 375721173,
|
| 198 |
+
"files": 48000
|
| 199 |
+
},
|
| 200 |
+
"frozen_score": {
|
| 201 |
+
"bytes": 302219701,
|
| 202 |
+
"files": 501
|
| 203 |
+
},
|
| 204 |
+
"frozen_score_arrays": {
|
| 205 |
+
"bytes": 6038964,
|
| 206 |
+
"files": 2
|
| 207 |
+
},
|
| 208 |
+
"stage_record": {
|
| 209 |
+
"bytes": 164672315,
|
| 210 |
+
"files": 5
|
| 211 |
+
}
|
| 212 |
+
},
|
| 213 |
+
"included_files": 50520,
|
| 214 |
+
"not_selected": {
|
| 215 |
+
"post-hoc frozen pass-score rollout (q/v) of a pass end that neither BEST nor FINAL references; its score JSON is kept (owner D13)": {
|
| 216 |
+
"bytes": 1506866971,
|
| 217 |
+
"examples": [
|
| 218 |
+
"adam_epochs/pass_scores/pass_end_0000.npz",
|
| 219 |
+
"adam_epochs/pass_scores/pass_end_0001.npz",
|
| 220 |
+
"adam_epochs/pass_scores/pass_end_0002.npz"
|
| 221 |
+
],
|
| 222 |
+
"files": 499
|
| 223 |
+
}
|
| 224 |
+
},
|
| 225 |
+
"source_files": 51019,
|
| 226 |
+
"unclassified": [],
|
| 227 |
+
"unclassified_files": 0
|
| 228 |
+
},
|
| 229 |
+
"notes": [],
|
| 230 |
+
"parent": {
|
| 231 |
+
"declared": {
|
| 232 |
+
"checkpoint": "adam/pass_end_0500",
|
| 233 |
+
"relation": "recorded tracking parent (parent BEST)",
|
| 234 |
+
"run_id": "deform-rope-ep0-e2"
|
| 235 |
+
},
|
| 236 |
+
"native": {
|
| 237 |
+
"checkpoint": "adam/pass_end_0500",
|
| 238 |
+
"expected_sha256": {
|
| 239 |
+
"adam_epochs/BEST.json": "9a918296209f475a95a19749f71df78ab730fc250a5be82fabf7f2133b941295",
|
| 240 |
+
"adam_epochs/FINAL.json": "1cf04ae83a6af6d62c2a097478130469dee40655c2e019bf0dd5433798872c5c",
|
| 241 |
+
"adam_epochs/boundary_8bcc6b963e87459f91ea86fd0d281eda.npz": "0586557e3615b06ece03ce0934cb57fff27a0b0676b30d8422799e86f08b3548",
|
| 242 |
+
"adam_epochs/pass_end_0500.json": "5a74f160514a515e4119ed47358a68a5361b4b65b3e1b9f8466dab2a07d62171",
|
| 243 |
+
"adam_epochs/pass_scores/pass_end_0500.json": "decdf09aa05685969b66a485bef1cc9ed521563c11c536177af85916749edd22",
|
| 244 |
+
"adam_epochs/pass_scores/pass_end_0500.npz": "5d71e3de6685168eee37733cd8c8bc1f2fdabc637eae6eee83925df3358ed551",
|
| 245 |
+
"adam_epochs/shared_fixed_model_inputs.json": "0a87805fbe1f77a37877c7964fad8da07d271ba9d1a16e0e75f432e274820144",
|
| 246 |
+
"cma_champion_model.json": "dbaa971931fb1a8f02131592aac2dc24757cc4b8728377ae0a73d248c84f0665",
|
| 247 |
+
"cma_champion_model.npz": "6b4bf31afe155194a9925e3487591359b3b40adcc7225ffac12616aa9ed26dda",
|
| 248 |
+
"cma_winner.json": "b75b023f4ec08b7df4ddb73cf9e99646db20f1833cc28aae39e720d5bbaa0258",
|
| 249 |
+
"inputs/fit_inputs.json": "035a285f5a31516a4f6d12840a27a36a517e108191ca5eacea03464c94177345",
|
| 250 |
+
"inputs/model.npz": "e10508a1d6c7cb1b7b02a052db7245b9956aa1f041bb12fa711ae3dfe0dab7ba",
|
| 251 |
+
"inputs/observations.npz": "9bf42b29e1e216effef847697ca07579e94f1cd0160b8bc18da55572b36b3e73",
|
| 252 |
+
"inputs/scene.npz": "eaf6ff38041018a08de8c784556a937bb3995ef6f490848840aaac6df28f619d",
|
| 253 |
+
"inputs/source_initialization.json": "7e5f7aff800c77f3011f1f2fffc383efd2ade6c96f7564292b97d8ce4f58fe7a",
|
| 254 |
+
"inputs/source_initialization.npz": "36ff641b0d014abafb24e358cdc67a8d102ef6607023d349444a4a709e0c571c",
|
| 255 |
+
"inputs/timeline.npz": "c697036af2d277ec48b37760a7ad4fbcdaf0685c267ec67f5ae72ea008897db0",
|
| 256 |
+
"observation_fit_inputs.json": "df62740fe5aedec4765bb7b6b12d13b3b41ed41dd1bb791fb809f9afddb66bd5",
|
| 257 |
+
"run_result.json": "07a7361341e840ed96f5a8ab1cd47e0adbb12482f12f4c5bedb36122f4d7a10c"
|
| 258 |
+
},
|
| 259 |
+
"fit_run": "/mnt/data2/magna/belt_perception_shared/deform360_rope_offline_fit/DEFORM360_E2_ep0_92_188_20260924/fit",
|
| 260 |
+
"key": "parent",
|
| 261 |
+
"kind": "parent_pass_end",
|
| 262 |
+
"label": "BEST",
|
| 263 |
+
"snapshot": "pass_end_0500",
|
| 264 |
+
"source": "native/photometric_run_identity.json",
|
| 265 |
+
"source_update": 48000
|
| 266 |
+
},
|
| 267 |
+
"native_run_id": "deform-rope-ep0-e2",
|
| 268 |
+
"verified": true,
|
| 269 |
+
"verified_files": [
|
| 270 |
+
"adam_epochs/BEST.json",
|
| 271 |
+
"adam_epochs/FINAL.json",
|
| 272 |
+
"adam_epochs/boundary_8bcc6b963e87459f91ea86fd0d281eda.npz",
|
| 273 |
+
"adam_epochs/pass_end_0500.json",
|
| 274 |
+
"adam_epochs/pass_scores/pass_end_0500.json",
|
| 275 |
+
"adam_epochs/pass_scores/pass_end_0500.npz",
|
| 276 |
+
"adam_epochs/shared_fixed_model_inputs.json",
|
| 277 |
+
"cma_champion_model.json",
|
| 278 |
+
"cma_champion_model.npz",
|
| 279 |
+
"cma_winner.json",
|
| 280 |
+
"inputs/fit_inputs.json",
|
| 281 |
+
"inputs/model.npz",
|
| 282 |
+
"inputs/observations.npz",
|
| 283 |
+
"inputs/scene.npz",
|
| 284 |
+
"inputs/source_initialization.json",
|
| 285 |
+
"inputs/source_initialization.npz",
|
| 286 |
+
"inputs/timeline.npz",
|
| 287 |
+
"observation_fit_inputs.json",
|
| 288 |
+
"run_result.json"
|
| 289 |
+
]
|
| 290 |
+
},
|
| 291 |
+
"relocation": {
|
| 292 |
+
"path_in_repo": "processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/native",
|
| 293 |
+
"recorded_aliases": [
|
| 294 |
+
"/vast/projects/posa/contact-rich-robot/data/belt_perception_shared/deform360_rope_offline_fit/DEFORM360_PHOTO_ep0_92_188_20260927_dp5_full/fit"
|
| 295 |
+
],
|
| 296 |
+
"recorded_root": "/mnt/data2/magna/belt_perception_shared/deform360_rope_offline_fit/DEFORM360_PHOTO_ep0_92_188_20260927_dp5_full/fit",
|
| 297 |
+
"resolved_root": "/mnt/data2/magna/belt_perception_shared/deform360_rope_offline_fit/DEFORM360_PHOTO_ep0_92_188_20260927_dp5_full/fit",
|
| 298 |
+
"rule": "native/<path relative to the recorded root>; native records keep recorded paths"
|
| 299 |
+
},
|
| 300 |
+
"repo_id": "DAIRLab/deform360_phystwin_models",
|
| 301 |
+
"run_id": "deform-rope-ep0-dp5",
|
| 302 |
+
"schema": "phystwin_model_run_v1",
|
| 303 |
+
"stages": [
|
| 304 |
+
{
|
| 305 |
+
"best_metric": {
|
| 306 |
+
"reason": "the photometric run_result records best_score, best_epoch (a cumulative update index), score_cadence and metric_role but no selection-rule text",
|
| 307 |
+
"searched": [
|
| 308 |
+
"native/run_result.json",
|
| 309 |
+
"native/adam_epochs/BEST.json"
|
| 310 |
+
],
|
| 311 |
+
"value": null
|
| 312 |
+
},
|
| 313 |
+
"budget": {
|
| 314 |
+
"completed": {
|
| 315 |
+
"passes": {
|
| 316 |
+
"key": "adam.completed_passes",
|
| 317 |
+
"source": "native/run_result.json",
|
| 318 |
+
"value": 500
|
| 319 |
+
},
|
| 320 |
+
"stop_reason": {
|
| 321 |
+
"key": "adam.stopped_reason",
|
| 322 |
+
"source": "native/run_result.json",
|
| 323 |
+
"value": "max_updates"
|
| 324 |
+
},
|
| 325 |
+
"updates": {
|
| 326 |
+
"key": "adam.cumulative_optimizer_updates",
|
| 327 |
+
"source": "native/run_result.json",
|
| 328 |
+
"value": 48000
|
| 329 |
+
}
|
| 330 |
+
},
|
| 331 |
+
"configured": {
|
| 332 |
+
"passes": {
|
| 333 |
+
"derived": true,
|
| 334 |
+
"key": "source_cursor.update_budget / identity.counts.K (run_result records no configured pass count)",
|
| 335 |
+
"source": "native/photometric_run_identity.json:identity.counts.K",
|
| 336 |
+
"value": 500
|
| 337 |
+
},
|
| 338 |
+
"updates": {
|
| 339 |
+
"key": "source_cursor.update_budget",
|
| 340 |
+
"source": "native/adam_epochs/boundary.json",
|
| 341 |
+
"value": 48000
|
| 342 |
+
}
|
| 343 |
+
}
|
| 344 |
+
},
|
| 345 |
+
"frozen_score": {
|
| 346 |
+
"key": "identity.objective",
|
| 347 |
+
"source": "native/photometric_run_identity.json",
|
| 348 |
+
"value": "the photometric objective of identity.objective, evaluated on the frozen pass-end snapshot (pass_scores/*.json score_result)"
|
| 349 |
+
},
|
| 350 |
+
"objective": {
|
| 351 |
+
"key": "identity.objective",
|
| 352 |
+
"source": "native/photometric_run_identity.json",
|
| 353 |
+
"value": {
|
| 354 |
+
"depth_rule": "q5_valid_indicator_numerator",
|
| 355 |
+
"depth_target": "stored uint16 / 1000.0 (float64), masked by 1[O > 0.5]",
|
| 356 |
+
"fused_ssim_module": "/mnt/data0/magna/belt_perception_wt_deform360_dp5_full_20260927/.venv/lib/python3.11/site-packages/fused_ssim/__init__.py",
|
| 357 |
+
"masking": "rendered x (1 - H); observed RGB x O; observed depth x 1[O > 0.5]",
|
| 358 |
+
"means": "full image, all channels",
|
| 359 |
+
"objective_id": "real_rgbd_active_photometric_v1",
|
| 360 |
+
"photometric_loss_id": "deform360_e2_four_view_photometric_v1",
|
| 361 |
+
"rgb_ssim": "fused_ssim (U gaussian_splatting/submodules/fused-ssim, padding same, train True)",
|
| 362 |
+
"seg_ssim": "reference ssim (U loss_utils.ssim, 11x11 window sigma 1.5, zero padding)",
|
| 363 |
+
"source": "U gs_train.py:128-188 + loss_utils.py (PhysTwin 81c718790a37e5e0102eb77af2c6edd34a9db25f)",
|
| 364 |
+
"view_aggregation": "arithmetic mean over all supervising views",
|
| 365 |
+
"weights": {
|
| 366 |
+
"lambda_depth": 0.001,
|
| 367 |
+
"lambda_dssim": 0.2,
|
| 368 |
+
"lambda_seg": 1.0
|
| 369 |
+
}
|
| 370 |
+
}
|
| 371 |
+
},
|
| 372 |
+
"optimizer": {
|
| 373 |
+
"betas": {
|
| 374 |
+
"key": "betas",
|
| 375 |
+
"source": "native/adam_epochs/BEST.json",
|
| 376 |
+
"value": [
|
| 377 |
+
0.9,
|
| 378 |
+
0.99
|
| 379 |
+
]
|
| 380 |
+
},
|
| 381 |
+
"eps": {
|
| 382 |
+
"key": "eps",
|
| 383 |
+
"source": "native/adam_epochs/BEST.json",
|
| 384 |
+
"value": 1e-08
|
| 385 |
+
},
|
| 386 |
+
"lr": {
|
| 387 |
+
"key": "lr",
|
| 388 |
+
"source": "native/adam_epochs/BEST.json",
|
| 389 |
+
"value": 0.001
|
| 390 |
+
}
|
| 391 |
+
},
|
| 392 |
+
"optimizer_note": "lr/betas/eps are written from the writer's module constants, not read back from torch",
|
| 393 |
+
"parameters": {
|
| 394 |
+
"fixed": {
|
| 395 |
+
"key": "cma_champion",
|
| 396 |
+
"source": "native/adam_epochs/shared_fixed_model_inputs.json",
|
| 397 |
+
"value": "topology, rest lengths, masses and controller coupling of cma_champion_model; drag and dashpot of shared_fixed_model_inputs cma_champion; the interval and scene"
|
| 398 |
+
},
|
| 399 |
+
"optimizer_leaves": {
|
| 400 |
+
"key": "leaf_names",
|
| 401 |
+
"source": "native/adam_epochs/BEST.json",
|
| 402 |
+
"value": [
|
| 403 |
+
"log_object_edge_stiffness",
|
| 404 |
+
"raw_ground_friction",
|
| 405 |
+
"raw_ground_restitution",
|
| 406 |
+
"log_controller_edge_stiffness"
|
| 407 |
+
]
|
| 408 |
+
}
|
| 409 |
+
},
|
| 410 |
+
"record": "native/run_result.json",
|
| 411 |
+
"seed": {
|
| 412 |
+
"reason": "Adam records no seed; every bundle saves python/numpy/torch RNG state (_rng.pt)",
|
| 413 |
+
"searched": [
|
| 414 |
+
"native/adam_epochs/BEST.json"
|
| 415 |
+
],
|
| 416 |
+
"value": null
|
| 417 |
+
},
|
| 418 |
+
"selection_record": {
|
| 419 |
+
"best_epoch": {
|
| 420 |
+
"key": "adam.best_epoch",
|
| 421 |
+
"source": "native/run_result.json",
|
| 422 |
+
"value": 23712
|
| 423 |
+
},
|
| 424 |
+
"best_score": {
|
| 425 |
+
"key": "adam.best_score",
|
| 426 |
+
"source": "native/run_result.json",
|
| 427 |
+
"value": 0.0123266631530242
|
| 428 |
+
},
|
| 429 |
+
"best_source_update": {
|
| 430 |
+
"key": "adam.best_source_update",
|
| 431 |
+
"source": "native/run_result.json",
|
| 432 |
+
"value": 23712
|
| 433 |
+
},
|
| 434 |
+
"final_score": {
|
| 435 |
+
"key": "adam.final_score",
|
| 436 |
+
"source": "native/run_result.json",
|
| 437 |
+
"value": 0.012401179702486128
|
| 438 |
+
},
|
| 439 |
+
"metric_role": {
|
| 440 |
+
"key": "adam.metric_role",
|
| 441 |
+
"source": "native/run_result.json",
|
| 442 |
+
"value": "all_data_in_sample"
|
| 443 |
+
},
|
| 444 |
+
"score_cadence": {
|
| 445 |
+
"key": "adam.score_cadence",
|
| 446 |
+
"source": "native/run_result.json",
|
| 447 |
+
"value": "pass_end"
|
| 448 |
+
},
|
| 449 |
+
"scored_candidates": {
|
| 450 |
+
"key": "adam.scored_candidates",
|
| 451 |
+
"source": "native/run_result.json",
|
| 452 |
+
"value": 501
|
| 453 |
+
}
|
| 454 |
+
},
|
| 455 |
+
"stage": "photometric_adam",
|
| 456 |
+
"stiffness_update": {
|
| 457 |
+
"key": "clamp_at_use_only",
|
| 458 |
+
"source": "native/adam_epochs/BEST.json",
|
| 459 |
+
"value": "clamp at use only (clamp_at_use_only true, spring_y_clamp recorded); this run predates the projected update and its history is not reinterpreted"
|
| 460 |
+
}
|
| 461 |
+
}
|
| 462 |
+
],
|
| 463 |
+
"status": {
|
| 464 |
+
"completion_evidence": [
|
| 465 |
+
"native/run_result.json",
|
| 466 |
+
"native/adam_epochs/FINAL.json",
|
| 467 |
+
"native/adam_epochs/boundary.json"
|
| 468 |
+
],
|
| 469 |
+
"label": "complete",
|
| 470 |
+
"note": null
|
| 471 |
+
},
|
| 472 |
+
"unknowns": []
|
| 473 |
+
}
|