processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking: package_final batch 1/1
Browse files- .gitattributes +1 -0
- processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/README.md +39 -0
- processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/archives/members.json +3 -0
- processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/checkpoints.tsv +0 -0
- processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/dependencies.json +85 -0
- processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/run.json +517 -0
.gitattributes
CHANGED
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@@ -44,3 +44,4 @@ processed/090-sloth/episode_0/runs/deform-sloth-ep0-d2-tracking/native/adam_scor
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-photo/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/cma_winner_pending.json filter=lfs diff=lfs merge=lfs -text
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-photo/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/adam_scores.jsonl filter=lfs diff=lfs merge=lfs -text
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/cma_winner_pending.json filter=lfs diff=lfs merge=lfs -text
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| 47 |
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processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/archives/members.json filter=lfs diff=lfs merge=lfs -text
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processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/README.md
ADDED
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| 1 |
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# deform-rope-ep2-d1-tracking
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| 2 |
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| 3 |
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Deform360 rope episode 2 (U08c D1, frames 64-230) tracking fit: source CMA (100 generations) then clamp-at-use source Adam (500 passes, 83,000 updates); BEST pass_end_0491 (update 81,506).
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| 4 |
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| 5 |
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| Field | Value |
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| 6 |
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|---|---|
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| 7 |
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| Status | complete |
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| 8 |
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| Identity | object_id `001-rope`, episode_id `episode_2` |
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| 9 |
+
| Parent | none recorded |
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| 10 |
+
| Stages | cma, adam |
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| 11 |
+
| Budget (completed/configured) | cma: generations 100/100, evaluations 1100/1100; adam: passes 500/500, updates 83000/83000 |
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| 12 |
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| Labels | BEST adam/pass_end_0491, FINAL adam/pass_end_0500 |
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| 13 |
+
| Code revision(s) | `4915ddc8b0c0737e9b48b0238522597694b7dd7b`; dirty tree by stage: cma reported clean, adam reported clean |
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| 14 |
+
| Checkpoint rows | 611 (`checkpoints.tsv`) |
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| 15 |
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| Archived native records | 83,000 per-update records in 9 tar archives (`archives/members.json`, owner D16) |
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| 16 |
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| 17 |
+
## Stages
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| 18 |
+
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| 19 |
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- **cma** (`native/run_result.json`): "J_CMA = mean_t(C_t + T_t + A_t), candidate-local acceleration history"
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| 20 |
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- **adam** (`native/run_result.json`): "L_t = C_t + T_t; Warp tape seeds; unscaled per-transition gradients"
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| 21 |
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- 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
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| 23 |
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## Capabilities
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| 24 |
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| 25 |
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- **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
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| 26 |
+
- **interrupted_run_recovery**: boundary arrays, optimizer and RNG state and the FitInputs the writer's resume hash check reads are retained; not exercised (no Deform restore-only check exists, and all eight Deform fits are clamp-at-use only)
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| 27 |
+
- **extend_completed_budget**: not supported: the native protocols refuse to extend a finished run's horizon
|
| 28 |
+
- **full_reproduction**: not claimed (D3); dirty-state and environment limits are listed under code
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| 29 |
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- **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
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| 30 |
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|
| 31 |
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## Limitations
|
| 32 |
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|
| 33 |
+
- pycma strategy state is retained only for the last two generations (cma_generations/generation_098_backend.pkl, cma_generations/generation_099_backend.pkl); the writer did not keep earlier strategy pickles, so earlier generations cannot be resumed from saved strategy state
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| 34 |
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| 35 |
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## Unknowns
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| 36 |
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| 37 |
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- {"field": "cma strategy state before the last two generations", "value": null, "reason": "not written: the writer retains only the last two _backend.pkl files", "searched": ["native/cma_generations"]}
|
| 38 |
+
|
| 39 |
+
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_2/runs/deform-rope-ep2-d1-tracking/archives/members.json
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:87cd7411eaf0a0634c54d6b17b1b78892bed0e79851aa612e62841eaeb8a17aa
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| 3 |
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size 20410928
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processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/checkpoints.tsv
ADDED
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The diff for this file is too large to render.
See raw diff
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processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/dependencies.json
ADDED
|
@@ -0,0 +1,85 @@
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{
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| 2 |
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"dataset_inputs": [],
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| 3 |
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"depth_stream_identities": null,
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| 4 |
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"environment_references": [],
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| 5 |
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"external_records": [
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| 6 |
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{
|
| 7 |
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"cited_by": [
|
| 8 |
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"native/observation_fit_inputs.json:inputs.provenance.registration.registration_source",
|
| 9 |
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"native/observation_fit_inputs.json:inputs.provenance.source_initialization.registration_source",
|
| 10 |
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"native/adam_epochs/shared_fixed_model_inputs.json:inputs.provenance.registration.registration_source",
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| 11 |
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"native/adam_epochs/shared_fixed_model_inputs.json:inputs.provenance.source_initialization.registration_source",
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| 12 |
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"native/cma_generations/shared_inputs.json:fixed_model_inputs.inputs.provenance.registration.registration_source"
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| 13 |
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],
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| 14 |
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"class": "external_record",
|
| 15 |
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"exists": true,
|
| 16 |
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"is_dir": false,
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| 17 |
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"recorded_path": "/mnt/data0/magna/belt_perception_runs/U08b_D1_001-rope_ep2_64_230/qualification/ground_review.md",
|
| 18 |
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"recorded_sha256": null,
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| 19 |
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"uses": [
|
| 20 |
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"record"
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| 21 |
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]
|
| 22 |
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},
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| 23 |
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{
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| 24 |
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"cited_by": [
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| 25 |
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|
| 26 |
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"native/observation_fit_inputs.json:inputs.provenance.raw_controls.data_root",
|
| 27 |
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"native/adam_epochs/shared_fixed_model_inputs.json:inputs.provenance.raw_observations.data_root",
|
| 28 |
+
"native/adam_epochs/shared_fixed_model_inputs.json:inputs.provenance.raw_controls.data_root",
|
| 29 |
+
"native/cma_generations/shared_inputs.json:fixed_model_inputs.inputs.provenance.raw_observations.data_root"
|
| 30 |
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],
|
| 31 |
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"class": "external_record",
|
| 32 |
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"exists": true,
|
| 33 |
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"is_dir": true,
|
| 34 |
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"recorded_path": "/mnt/data2/magna/datasets/deform360",
|
| 35 |
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"recorded_sha256": null,
|
| 36 |
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"uses": [
|
| 37 |
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"record"
|
| 38 |
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]
|
| 39 |
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}
|
| 40 |
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],
|
| 41 |
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"input_bundle_references": [],
|
| 42 |
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"input_bundles": [],
|
| 43 |
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"model_parents": [],
|
| 44 |
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"model_run_references": [
|
| 45 |
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{
|
| 46 |
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"cited_by": [
|
| 47 |
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"native/observation_fit_inputs.json:inputs.provenance.registration.ground_check.reference_inputs",
|
| 48 |
+
"native/adam_epochs/shared_fixed_model_inputs.json:inputs.provenance.registration.ground_check.reference_inputs",
|
| 49 |
+
"native/cma_generations/shared_inputs.json:fixed_model_inputs.inputs.provenance.registration.ground_check.reference_inputs",
|
| 50 |
+
"native/inputs/fit_inputs.json:provenance.registration.ground_check.reference_inputs"
|
| 51 |
+
],
|
| 52 |
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"class": "model_run",
|
| 53 |
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"exists": true,
|
| 54 |
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"is_dir": true,
|
| 55 |
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"path_in_run": "inputs",
|
| 56 |
+
"recorded_path": "/mnt/data2/magna/belt_perception_shared/deform360_rope_offline_fit/DEFORM360_E2_ep0_92_188_20260924/fit/inputs",
|
| 57 |
+
"recorded_sha256": null,
|
| 58 |
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"run_id": "deform-rope-ep0-e2",
|
| 59 |
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"uses": [
|
| 60 |
+
"record"
|
| 61 |
+
]
|
| 62 |
+
}
|
| 63 |
+
],
|
| 64 |
+
"notes": [
|
| 65 |
+
"recorded_path values are the paths written in native records at fit time; they are evidence, not download locations",
|
| 66 |
+
"uses: 'record' = cited by a packaged native record; 'resume' = read by the existing resume identity checks (real_rgbd.model_io.source_input_identity), needed only to continue the fit"
|
| 67 |
+
],
|
| 68 |
+
"packaged_evidence": [],
|
| 69 |
+
"resolution": {
|
| 70 |
+
"dataset_revision": null,
|
| 71 |
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"dataset_revisions": [],
|
| 72 |
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"not_published_inputs": 0,
|
| 73 |
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"reason": "every dataset input is pinned to a reconciled dataset publication revision or is explicitly not published",
|
| 74 |
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"status": "resolved",
|
| 75 |
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"unmapped_dataset_inputs": 0,
|
| 76 |
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"unmatched_unpublished_inputs": [],
|
| 77 |
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"unpinned_dataset_inputs": 0
|
| 78 |
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},
|
| 79 |
+
"run_id": "deform-rope-ep2-d1-tracking",
|
| 80 |
+
"schema": "phystwin_model_dependencies_v1",
|
| 81 |
+
"third_party_weights": [],
|
| 82 |
+
"unpackaged_evidence_references": [],
|
| 83 |
+
"upstream_input_references": [],
|
| 84 |
+
"upstream_inputs": []
|
| 85 |
+
}
|
processed/001-rope/episode_2/runs/deform-rope-ep2-d1-tracking/run.json
ADDED
|
@@ -0,0 +1,517 @@
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| 1 |
+
{
|
| 2 |
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"aliases": [
|
| 3 |
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{
|
| 4 |
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"path": "native/adam_epochs/BEST.json",
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| 5 |
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"points_to": "adam/pass_end_0491",
|
| 6 |
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"relation": "role record referencing that checkpoint's bundle files",
|
| 7 |
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|
| 8 |
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|
| 9 |
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| 10 |
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"path": "native/adam_epochs/FINAL.json",
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| 11 |
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| 12 |
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"relation": "role record referencing that checkpoint's bundle files",
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| 13 |
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| 14 |
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| 15 |
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{
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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{
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| 22 |
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| 23 |
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| 24 |
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"relation": "role record referencing that checkpoint's bundle files",
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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| 31 |
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| 32 |
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| 33 |
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| 34 |
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},
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 60 |
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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| 68 |
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| 70 |
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| 71 |
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| 72 |
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| 75 |
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| 76 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 96 |
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| 99 |
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| 100 |
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],
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| 101 |
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| 103 |
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| 104 |
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| 105 |
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| 106 |
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},
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| 107 |
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| 108 |
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{
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| 109 |
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"episode_id": "episode_2",
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| 110 |
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| 111 |
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| 112 |
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| 113 |
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}
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| 114 |
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| 115 |
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| 119 |
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| 120 |
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| 121 |
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| 122 |
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| 123 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 136 |
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| 137 |
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| 139 |
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"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.",
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| 140 |
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"id": "mit",
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| 141 |
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"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."
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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| 246 |
+
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|
| 247 |
+
"key": "cma.completed_evaluations",
|
| 248 |
+
"source": "native/run_result.json",
|
| 249 |
+
"value": 1100
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| 250 |
+
},
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| 251 |
+
"generations": {
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| 252 |
+
"key": "cma.completed_generations",
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| 253 |
+
"source": "native/run_result.json",
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| 254 |
+
"value": 100
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| 255 |
+
},
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| 256 |
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"stop_reason": {
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| 257 |
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"key": "cma.stopped_reason",
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| 258 |
+
"source": "native/run_result.json",
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| 259 |
+
"value": "max_generations"
|
| 260 |
+
}
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| 261 |
+
},
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| 262 |
+
"configured": {
|
| 263 |
+
"evaluations": {
|
| 264 |
+
"key": "fit_policy.cma_max_asks",
|
| 265 |
+
"source": "native/run_result.json",
|
| 266 |
+
"value": 1100
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| 267 |
+
},
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| 268 |
+
"generations": {
|
| 269 |
+
"key": "fit_policy.cma_max_generations",
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| 270 |
+
"source": "native/run_result.json",
|
| 271 |
+
"value": 100
|
| 272 |
+
}
|
| 273 |
+
}
|
| 274 |
+
},
|
| 275 |
+
"champion_values": {
|
| 276 |
+
"key": "physical_parameters",
|
| 277 |
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"source": "native/cma_champion_model.json",
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| 278 |
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"value": {
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| 279 |
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"collide_elas": 0.6951579367521333,
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}
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},
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|
| 294 |
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"key": "champion_so_far.inactive_indices",
|
| 295 |
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"meaning": "sampled and decoded by CMA but without effect on the score, so their champion values are not constrained by the fit",
|
| 296 |
+
"object_collision_enabled": {
|
| 297 |
+
"key": "fixed_model_inputs.scene.object_collision_enabled",
|
| 298 |
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"source": "native/cma_generations/shared_inputs.json",
|
| 299 |
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"value": false
|
| 300 |
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},
|
| 301 |
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"source": "native/cma_generations/generation_099.json",
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| 302 |
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"value": [
|
| 303 |
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"collide_object_elas",
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| 304 |
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"collide_object_fric",
|
| 305 |
+
"collision_dist"
|
| 306 |
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]
|
| 307 |
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},
|
| 308 |
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"kind": "deform360_source_cma",
|
| 309 |
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"objective": {
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| 310 |
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"key": "fit_policy.cma_objective",
|
| 311 |
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"source": "native/run_result.json",
|
| 312 |
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"value": "J_CMA = mean_t(C_t + T_t + A_t), candidate-local acceleration history"
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| 313 |
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},
|
| 314 |
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"record": "native/run_result.json",
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| 315 |
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"searched_coordinates": {
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| 316 |
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"key": "champion_so_far.parameter_names",
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| 317 |
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"source": "native/cma_generations/generation_099.json",
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| 318 |
+
"value": [
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| 319 |
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"spring_Y",
|
| 320 |
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"object_radius",
|
| 321 |
+
"object_max_neighbours",
|
| 322 |
+
"controller_radius",
|
| 323 |
+
"controller_max_neighbours",
|
| 324 |
+
"collide_elas",
|
| 325 |
+
"collide_fric",
|
| 326 |
+
"collide_object_elas",
|
| 327 |
+
"collide_object_fric",
|
| 328 |
+
"collision_dist",
|
| 329 |
+
"drag_damping",
|
| 330 |
+
"dashpot_damping"
|
| 331 |
+
]
|
| 332 |
+
},
|
| 333 |
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"settings": {
|
| 334 |
+
"native_stopping": {
|
| 335 |
+
"key": "fit_policy.cma_native_stopping",
|
| 336 |
+
"source": "native/run_result.json",
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| 337 |
+
"value": true
|
| 338 |
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},
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| 339 |
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"population_size": {
|
| 340 |
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"key": "fit_policy.cma_population",
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| 341 |
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"source": "native/run_result.json",
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| 342 |
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"value": 11
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| 343 |
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},
|
| 344 |
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"seed": {
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"key": "fit_policy.cma_seed",
|
| 346 |
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"source": "native/run_result.json",
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| 347 |
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"value": 42
|
| 348 |
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}
|
| 349 |
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},
|
| 350 |
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"stage": "cma",
|
| 351 |
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"strategy_state_retained": {
|
| 352 |
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"key": "generation_###_backend.pkl present",
|
| 353 |
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"source": "native/cma_generations",
|
| 354 |
+
"value": [
|
| 355 |
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"cma_generations/generation_098_backend.pkl",
|
| 356 |
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"cma_generations/generation_099_backend.pkl"
|
| 357 |
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]
|
| 358 |
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}
|
| 359 |
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},
|
| 360 |
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{
|
| 361 |
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"best_metric": {
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| 362 |
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"key": "fit_policy.selection",
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| 363 |
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"source": "native/run_result.json",
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| 364 |
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"value": "lowest_finite_frozen_J_obs_earliest_source_update_tie"
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| 365 |
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},
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"key": "adam.completed_passes",
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"value": 500
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},
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"stop_reason": {
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| 374 |
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"key": "adam.stopped_reason",
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"source": "native/run_result.json",
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| 376 |
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"value": "max_updates"
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},
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"updates": {
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"key": "adam.cumulative_optimizer_updates",
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"source": "native/run_result.json",
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| 381 |
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"value": 83000
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| 382 |
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}
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| 383 |
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},
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| 384 |
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"configured": {
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"passes": {
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| 386 |
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"key": "fit_policy.adam_passes",
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| 387 |
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"source": "native/run_result.json",
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| 388 |
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"value": 500
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| 389 |
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},
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| 390 |
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"updates": {
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| 391 |
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"key": "fit_policy.adam_updates",
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| 392 |
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"source": "native/run_result.json",
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| 393 |
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"value": 83000
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| 394 |
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}
|
| 395 |
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}
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| 396 |
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},
|
| 397 |
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"frozen_score": {
|
| 398 |
+
"key": "fit_policy.frozen_score",
|
| 399 |
+
"source": "native/run_result.json",
|
| 400 |
+
"value": "J_obs = mean_t(C_t + T_t); C/T/A and J_CMA reported beside it"
|
| 401 |
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},
|
| 402 |
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"objective": {
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| 403 |
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"key": "fit_policy.adam_objective",
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| 404 |
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"source": "native/run_result.json",
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| 405 |
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"value": "L_t = C_t + T_t; Warp tape seeds; unscaled per-transition gradients"
|
| 406 |
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},
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| 407 |
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"key": "betas",
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"source": "native/adam_epochs/BEST.json",
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| 411 |
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"value": [
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| 412 |
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0.9,
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| 413 |
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0.99
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| 414 |
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]
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},
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"eps": {
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"key": "eps",
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"source": "native/adam_epochs/BEST.json",
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"value": 1e-08
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},
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"key": "lr",
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"source": "native/adam_epochs/BEST.json",
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| 424 |
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"value": 0.001
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| 425 |
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}
|
| 426 |
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},
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| 427 |
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"optimizer_note": "lr/betas/eps are written from the writer's module constants, not read back from torch",
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| 428 |
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"key": "cma_champion",
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"source": "native/adam_epochs/shared_fixed_model_inputs.json",
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| 432 |
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"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"
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| 433 |
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},
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| 434 |
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"key": "leaf_names",
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"log_object_edge_stiffness",
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"raw_ground_friction",
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| 440 |
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"raw_ground_restitution",
|
| 441 |
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"log_controller_edge_stiffness"
|
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]
|
| 443 |
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}
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},
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"reason": "Adam records no seed; every bundle saves python/numpy/torch RNG state (_rng.pt)",
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],
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},
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"key": "adam.best_score",
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"key": "adam.best_source_update",
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},
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},
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},
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"source": "native/adam_epochs/BEST.json",
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"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"
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}
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}
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],
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],
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},
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{
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"field": "cma strategy state before the last two generations",
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"reason": "not written: the writer retains only the last two _backend.pkl files",
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]
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}
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