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---
license: mit
datasets:
- brownu/deform360
- brownu/deform360_processed
---
# PhysTwin fitted models: Deform360 objects
Complete project-produced spring-mass fits of Deform360 episodes, one folder per object/episode and fit run, with every saved checkpoint.
## License and attribution
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.
- 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.
- Initial appearance is referenced as a pinned archive member of brownu/deform360_processed@e92deaf7e437e7e51ad464706ae647f522a279d9, not copied.
## Runs
| Location | Run | Stages | Status | Parent | BEST / FINAL | Budget (completed/configured) | Code revision |
|---|---|---|---|---|---|---|---|
| `001-rope/episode_0` | [deform-rope-ep0-dp5](processed/001-rope/episode_0/runs/deform-rope-ep0-dp5/README.md) | photometric_adam | complete | deform-rope-ep0-e2 adam/pass_end_0500 | adam/pass_end_0247 / adam/pass_end_0500 | photometric_adam: updates 48000/48000, passes 500/500 | `3d870a7b97b5` |
| `001-rope/episode_0` | [deform-rope-ep0-e2](processed/001-rope/episode_0/runs/deform-rope-ep0-e2/README.md) | cma, adam | complete | — | adam/pass_end_0500 / adam/pass_end_0500 | cma: generations 100/100, evaluations 1100/1100; adam: passes 500/500, updates 48000/48000 | `3ad61eca7228` |
| `090-sloth/episode_0` | [deform-sloth-ep0-d2-photo](processed/090-sloth/episode_0/runs/deform-sloth-ep0-d2-photo/README.md) | photometric_adam | complete | deform-sloth-ep0-d2-tracking adam/pass_end_0499 | adam/pass_end_0497 / adam/pass_end_0500 | photometric_adam: updates 84000/84000, passes 500/500 | `5be01e74d32c` |
| `090-sloth/episode_0` | [deform-sloth-ep0-d2-tracking](processed/090-sloth/episode_0/runs/deform-sloth-ep0-d2-tracking/README.md) | cma, adam | complete | — | adam/pass_end_0499 / adam/pass_end_0500 | cma: generations 100/100, evaluations 1100/1100; adam: passes 500/500, updates 84000/84000 | `5be01e74d32c` |
| `001-rope/episode_2` | [deform-rope-ep2-d1-photo](processed/001-rope/episode_2/runs/deform-rope-ep2-d1-photo/README.md) | photometric_adam | complete | deform-rope-ep2-d1-tracking adam/pass_end_0491 | adam/pass_end_0261 / adam/pass_end_0500 | photometric_adam: updates 83000/83000, passes 500/500 | `4915ddc8b0c0` |
| `001-rope/episode_2` | [deform-rope-ep2-d1-tracking](processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/README.md) | cma, adam | complete | — | adam/pass_end_0491 / adam/pass_end_0500 | cma: generations 100/100, evaluations 1100/1100; adam: passes 500/500, updates 83000/83000 | `4915ddc8b0c0` |
| `090-sloth/episode_3` | [deform-sloth-ep3-d4-photo](processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-photo/README.md) | photometric_adam | complete | deform-sloth-ep3-d4-tracking adam/pass_end_0462 | adam/pass_end_0444 / adam/pass_end_0500 | photometric_adam: updates 79500/79500, passes 500/500 | `8aba227de0e1` |
| `090-sloth/episode_3` | [deform-sloth-ep3-d4-tracking](processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/README.md) | cma, adam | complete | — | adam/pass_end_0462 / adam/pass_end_0500 | cma: generations 100/100, evaluations 1100/1100; adam: passes 500/500, updates 79500/79500 | `8aba227de0e1` |
## What a run package contains
- `native/`: every saved checkpoint and state file of the run, byte for byte, with its run records and logs (CMA generations, candidates and strategy state; Adam snapshots, continuation state and per-update losses; or Deform360 boundary, optimizer, RNG and role records).
- `evidence/`: launch, parent-selection and qualification records that the run's records cite.
- `run.json`: stages, actual objectives, optimized and fixed parameters, configured versus completed budgets, labels with their scoring conditions, code revisions and dirty-state reports, capabilities and unknowns — each value names the native record it came from.
- `checkpoints.tsv`: one row per checkpoint file (stage, step, parent, labels, status, size, sha256).
- `containers/`: small native and evidence files packed by category into uncompressed tar containers of at most 1 GiB, bytes and logical paths unchanged (scaling plan §3.2, so a run stays within the Hub's file limits). `containers/index.json` lists each member's native path, offset, size and sha256 and the files kept individual; `scripts/phystwin_publish.py fetch` restores the native layout, by HTTP byte range for a single checkpoint.
- `dependencies.json`: model parents in this repository, dataset inputs to be pinned at a verified dataset revision, upstream archive members, and environment paths that are not package content.
## Not claimed
- No model here was loaded, rendered, resumed or re-evaluated for this card; clean-destination use is a separate validated step (plan PR4).
- BEST and FINAL are the labels the fits recorded under their stated scoring conditions; packaging selects no preferred model.
- Interrupted-run recovery is qualified by each run's recorded execution identity and inputs; extending a completed run's horizon and full reproduction are not supported or claimed.
- Historical clamp-at-use stiffness runs are not reinterpreted as projected-update runs.