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Add verified successful UR10e BC051 Phone07 seed2 showcase, with metrics and selection log

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Files changed (19) hide show
  1. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/commands.json +69 -0
  2. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/delivery_summary.json +39 -0
  3. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/evaluation_contract.json +66 -0
  4. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/action_chain.npz +3 -0
  5. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/arm_provenance.json +12 -0
  6. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/evaluation_suite_card.json +318 -0
  7. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/evaluation_suite_card.md +12 -0
  8. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/metrics.json +286 -0
  9. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/rollout.npz +3 -0
  10. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/runtime_readback.json +15 -0
  11. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/render/frame_0000_sharpa-bc051-ur10e-p07-seed2-showcase-v1_bc051_epoch_5000_bc_student_2x3.png +3 -0
  12. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/render/frame_0186_sharpa-bc051-ur10e-p07-seed2-showcase-v1_bc051_epoch_5000_bc_student_2x3.png +3 -0
  13. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/render/frame_0372_sharpa-bc051-ur10e-p07-seed2-showcase-v1_bc051_epoch_5000_bc_student_2x3.png +3 -0
  14. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/render/render_manifest.json +504 -0
  15. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/render/render_provenance.json +504 -0
  16. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/render/stage1_mano_vs_policy_actual_2x3.mp4 +3 -0
  17. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/reset_row.json +81 -0
  18. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/selection_log.json +109 -0
  19. objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/training_card.md +96 -0
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/commands.json ADDED
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1
+ {
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+ "rollout": [
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+ "/local_data/sy3535/environment/sharpa_retargeting/bin/python3.11",
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+ "-m",
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+ "sharpa.evaluation.student_rollout",
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+ "--architecture",
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+ "mlp",
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+ "--checkpoint",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/bc051_epoch_5000.pt",
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+ "--portable-package-root",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1",
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+ "--normalization-output",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/normalization.npz",
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+ "--",
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+ "--task",
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+ "Regrind-Sharpa-Wuji2ActuatorParity-RefAugDR-RouteA-Play-v1",
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+ "--task-id",
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+ "SHARPA-BC051-UR10E-P07-SEED2-SHOWCASE-V1",
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+ "--checkpoint",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/bc051_epoch_5000.pt",
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+ "--normalization",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/normalization.npz",
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+ "--artifact-manifest",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/phone07/artifact_manifest.json",
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+ "--goal-region-contract",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/phone07/goal_contract/goal_region_contract.json",
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+ "--output-root",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/numeric",
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+ "--seed",
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+ "2",
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+ "--steps",
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+ "372",
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+ "--device",
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+ "cuda:0",
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+ "--headless",
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+ "--arm-contract",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/arm/backend.json",
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+ "--reset-row-json",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/reset_row.json"
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+ ],
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+ "render": [
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+ "/local_data/sy3535/environment/sharpa_retargeting/bin/python3.11",
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+ "-m",
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+ "sharpa.evaluation.rendering.student_renderer",
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+ "--portable-package-root",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1",
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+ "--artifact-manifest",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/phone07/artifact_manifest.json",
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+ "--rollout-npz",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/numeric/rollout.npz",
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+ "--metrics-json",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/numeric/metrics.json",
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+ "--checkpoint",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/bc051_epoch_5000.pt",
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+ "--task-id",
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+ "SHARPA-BC051-UR10E-P07-SEED2-SHOWCASE-V1",
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+ "--demo-id",
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+ "phone_07",
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+ "--seed",
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+ "2",
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+ "--output-dir",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/success-seed-bc051-v1/seed_02/render",
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+ "--device",
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+ "cuda:0",
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+ "--headless",
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+ "--arm-contract",
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+ "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/arm/backend.json"
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+ ]
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+ }
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/delivery_summary.json ADDED
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+ {
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+ "schema": "sharpa_ur10e_student_selected_example_v1",
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+ "checkpoint": "BC-051 Phone07 single-trajectory MLP epoch5000",
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+ "checkpoint_sha256": "80d37ee38bd62783e759d08faa39e8b9c60d937a381c144649ba23c44f891bf1",
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+ "episode": "phone_07",
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+ "seed": 2,
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+ "selection": "User-requested selected successful example across existing Stage4 checkpoints; not an aggregate success-rate estimate",
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+ "rms_mm": 6.762690723701365,
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+ "threshold_mm": 12,
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+ "e4_rms_pass": true,
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+ "legacy_e5_survival_pass": true,
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+ "code_commit": "a31a716da00c28023e9db50a88013ae19502efb9",
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+ "ffprobe": {
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+ "programs": [],
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+ "streams": [
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+ {
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+ "codec_name": "h264",
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+ "width": 1920,
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+ "height": 960,
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+ "r_frame_rate": "30/1",
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+ "nb_frames": "373"
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+ }
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+ ],
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+ "format": {
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+ "duration": "12.433333"
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+ }
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+ },
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+ "claim": "Selected successful physical rollout under bound metrics. No claim of 32-seed robustness or sim2real success; E5 retains bound legacy GoalContract semantics."
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+ }
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/evaluation_contract.json ADDED
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+ {
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+ "task_id": "SHARPA-BC051-UR10E-P07-SEED2-SHOWCASE-V1",
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+ "seed": 2,
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+ "policy": "MLP 213\u21921024\u21921024\u2192512\u219231; history3; Tp1/Ta1",
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+ "checkpoint_sha256": "80d37ee38bd62783e759d08faa39e8b9c60d937a381c144649ba23c44f891bf1",
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+ "artifacts": {
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+ "schema": "sharpa_managerbased_external_artifacts_v1",
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+ "episode_id": "phone_07",
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+ "stage1_npz": {
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+ "path": "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/phone07/stage1_npz/stage1.npz",
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+ "sha256": "319b656c073aaf63fb16d689009493d325714626efbdcfaf096dc6029909cff5"
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+ "human_h5": {
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+ "path": "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/phone07/human_h5/human_demo_60hz.h5",
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+ "sharpa_usd": {
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+ "path": "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/sharpa_usd_tree/right_sharpa_wave/right_sharpa_wave.usd",
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+ "wuji2_parent_source": {
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+ "path": "/local_data/sy3535/code/reorientation/.worktrees/sharpa-stage4-ur10e-v1/outputs/inputs/wuji2_parent_source/wuji2_parent_runtime",
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+ "trajectory_steps": 357,
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+ "hold_steps": 15,
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+ "coverage": "selected successful seed only; no aggregate claim"
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+ }
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+ }
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+ }
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/evaluation_suite_card.md ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Policy Evaluation Suite Card
2
+
3
+ - Final status: `FAIL_DIAGNOSTIC`
4
+ - Policy family: `BC_STUDENT`
5
+ - Causal audit: `PASS`
6
+
7
+ | Stage | Status |
8
+ |---|---|
9
+ | P0_ARTIFACT | `PASS` |
10
+ | P1_CANONICAL | `FAIL` |
11
+ | RMS_SEED_SWEEP | `NOT_RUN` |
12
+ | P3_STATISTICS | `NOT_RUN` |
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/numeric/metrics.json ADDED
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+ "finger_wrap_rad": 0.0016371971368789673,
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+ "phone_rotation": {
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+ "angle_rad": 0.02567291268348097,
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+ "axis": [
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+ -0.5934846861613031,
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+ 0.17403256543117052,
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+ -0.7858044244349003
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+ ],
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+ "axis_azimuth_rad": 2.8563505458253555,
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+ "axis_z": -0.7858044244349003,
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+ "rotvec_rad": [
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+ -0.015236480526802241,
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+ 0.004467922856396629,
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+ -0.020173888374810215
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+ ]
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+ },
73
+ "phone_translation_m": [
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+ -0.0010124829187989235,
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+ 0.004321251858025789,
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+ 0.00022896203398704504
77
+ ]
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+ },
79
+ "sobol_engine_seed": 16,
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+ "sobol_index": 2
81
+ }
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/selection_log.json ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "success-seed-search-v1": [
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+ {
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+ "seed": 3,
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+ "rms_mm": 67.16181850303205,
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ {
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+ "seed": 4,
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+ "rms_mm": 85.85173930878837,
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ {
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+ "seed": 5,
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+ "rms_mm": 84.24675034617955,
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ {
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+ "seed": 6,
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+ "status": "FAIL_DIAGNOSTIC"
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+ }
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+ ],
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+ "success-seed-priority-v1": [
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+ {
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+ "seed": 23,
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ {
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ {
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+ "rms_mm": 83.50242042438644,
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ {
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+ "seed": 12,
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+ "rms_mm": 86.10393589320273,
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+ "status": "FAIL_DIAGNOSTIC"
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+ }
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+ ],
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+ "success-seed-mlp-v1": [
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+ {
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+ "seed": 1,
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+ "rms_mm": 82.84728369808437,
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+ "status": "FAIL_DIAGNOSTIC"
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+ },
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+ },
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+ {
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+ }
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+ ],
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+ "success-seed-gru-v1": [
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+ {
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+ "seed": 20,
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+ "rms_mm": 579.9499030578373,
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+ "status": "FAIL_DIAGNOSTIC"
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+ }
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+ ],
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+ "success-seed-phone07-v1": [
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+ {
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+ "seed": 1,
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+ "status": "FAIL_DIAGNOSTIC"
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+ {
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+ }
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+ ],
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+ "success-seed-bc051-v1": [
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+ {
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+ "seed": 1,
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+ {
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+ "seed": 2,
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+ "rms_mm": 6.762690723701365,
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+ "status": "NUMERIC_PASS"
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+ }
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+ ]
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+ }
objects/phone/evaluations/stage4-ur10e-bc051-phone07-seed02-showcase-20261005-v1/training_card.md ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Training Card: SHARPA-BC-051 DATA-019 Phone07 Default MLP Tp1
2
+
3
+ | Field | Value |
4
+ |---|---|
5
+ | Description | 在DATA-019 partial2763 proof-of-work snapshot上训练default history-3 MLP Student。 |
6
+ | Role | Task ID`SHARPA-BC-051`;SHENGTAO_REQUESTED / PRELAUNCH / GATES_NOT_RUN / NOT_LAUNCHED。 |
7
+ | Policy | MLP`213→1024→1024→512→31`;SiLU;无recurrent hidden。 |
8
+ | Policy input | attempt-local history-3 213D deployable pose/action state。 |
9
+ | Hidden state | false;时间信息只来自显式history-3。 |
10
+ | Action | 31D executed absolute target;T_p=1、T_a=1;每步fresh observation replan。 |
11
+ | Data | SHARPA-BC-DATA-019;1936 train/390,694 transitions;340 validation;311 heldout;176 reflection;infra0。 |
12
+ | Training | AdamW LR`3e-4`、wd0;batch256;41,560 sampled contexts/epoch;5000 epochs;save100;seed0。 |
13
+ | Reward profile | train-only normalized target MSE;无simulator reward。 |
14
+ | Claim | 只验证DATA-019 proof-of-work snapshot上的offline MLP拟合;不宣称完整C4096 coverage或闭环成功。 |
15
+ | Metric | fixed`epoch_5000.pt`;train normalized MSE;heldout仅在训练后audit。 |
16
+ | W&B | entity`sy3535-new-york-university`;project`sharpa-bc`;group`sharpa-data018-data019-default-mlp-v1`;run ID/name`sharpa-bc-051-data019-phone07-default-mlp-s0-v1`。 |
17
+
18
+ ## Policy Inputs
19
+
20
+ | Field | Dim | Description |
21
+ |---|---:|---|
22
+ | joint_position | 22 | actual Sharpa joint positions,rad。 |
23
+ | wrist_pose | 9 | gravity-aligned world wrist xyz3+rot6D6。 |
24
+ | object_in_wrist | 9 | wrist-frame phone xyz3+rot6D6。 |
25
+ | previous_applied_target | 31 | previous executed absolute target。 |
26
+ | Per frame | 71 | deployable state;无velocity、phase、reference或DR latent。 |
27
+ | History-3 | 213 | oldest→newest;attempt左边界复制frame0。 |
28
+
29
+ ## Data, Sampling, and Normalization
30
+
31
+ | Field | Contract |
32
+ |---|---|
33
+ | Data Card | `docs/data_cards/20260831_sharpa_bc_data019_t0149_phone07_partial2763_pow_v1.md`。 |
34
+ | Dataset root | `outputs/sharpa_bc_data019/20260831_t0149_model7800_phone07_partial2763_pow_v1/dataset_v1`。 |
35
+ | Manifest SHA | `740ff1d0f02eab5429c97d7c6ee9054696133684d9999e57a8d1d12f57faf405`。 |
36
+ | Membership | train1936;validation340;heldout311;reflection176;infra0。 |
37
+ | Sampling | 每epoch按attempt等权、attempt内transition等权有放回采样41,560 contexts。 |
38
+ | Normalization | Dataset冻结的1936 admitted-train-only moments。 |
39
+ | Supervision | `observation_t → final_applied_target_31[t]`。 |
40
+ | Leakage | history不得跨attempt;validation/heldout不进入训练、normalization或checkpoint选择。 |
41
+ | Coverage caveat | selector按用户停止时receipt availability形成;不代表完整DATA-017分布。 |
42
+
43
+ ## Stage2 Reference Acceptance
44
+
45
+ 本Card不在训练时读取H5;以下只绑定产生Teacher rollouts的上游身份,不代表Student成功。
46
+
47
+ | Artifact | SHA256 | Acceptance evidence |
48
+ |---|---|---|
49
+ | phone07 Stage1 NPZ | `319b656c073aaf63fb16d689009493d325714626efbdcfaf096dc6029909cff5` | object-centric source。 |
50
+ | phone07 human H5 | `75e4b51674ce3320f25ae2f7b4756f2c424fccdf55daa4d7e5af570e325fc4af` | 715 frames@60Hz。 |
51
+ | phone07 retarget H5 | `c4c470a3aab6a25db2217a84b5f83fefeb6aa894784ee4c488eab8740b89fcf5` | 358 control states。 |
52
+ | Snapshot selector | `430b10f833a48321fa8f8f5d7dd4c7cfab1603de73c389c25ed8351c1003dcc6` | 2763 unique terminal cases。 |
53
+ | Dataset manifest | `740ff1d0f02eab5429c97d7c6ee9054696133684d9999e57a8d1d12f57faf405` | READY proof-of-work snapshot。 |
54
+
55
+ 任何Dataset manifest、view、normalization或selector bytes变化要求新Task ID、Card、W&B和output root。
56
+
57
+ ## Simulator Environment Randomization
58
+
59
+ | Field | Value |
60
+ |---|---|
61
+ | Enabled | false |
62
+
63
+ ### Explicitly disabled / not applicable
64
+
65
+ | Option | State | Meaning |
66
+ |---|---|---|
67
+ | Reset randomization | not applicable | offline trainer不运行reset。 |
68
+ | Physics randomization | not applicable | offline trainer不运行PhysX。 |
69
+ | Observation/noise/lag | disabled | 不添加noise、lag、dropout或velocity。 |
70
+ | Disturbance/push | disabled | 无外力或push。 |
71
+ | Reference/trajectory augmentation | disabled | trainer只读取冻结Dataset views。 |
72
+
73
+ Parent Teacher数据来自DR+RSI rollouts,但Student不读取DR latent。
74
+
75
+ ## Rewards
76
+
77
+ | Reward | Weight | Description |
78
+ |---|---:|---|
79
+ | normalized_target_mse | 1.0 | 31D normalized executed-target MSE。 |
80
+
81
+ ## Optimization and Checkpoints
82
+
83
+ | Field | Frozen value |
84
+ |---|---|
85
+ | Trainer commit | `254d99c61ff71edd7bd5daf00b78902d541a1412`。 |
86
+ | Optimizer | AdamW;LR`3e-4`;weight decay0;seed0。 |
87
+ | Exposure | batch256;samples/epoch41,560;有放回hierarchical sampling。 |
88
+ | Budget | 5000 epochs;save interval100。 |
89
+ | Selection | fixed final`epoch_5000.pt`;validation/heldout不选模。 |
90
+ | Formal output | `outputs/sharpa_bc_training/20260831_bc051_data019_phone07_default_mlp_formal_v1`;create-only。 |
91
+ | CPU gate | 1 epoch/128 samples;manifest、finite、checkpoint strict reload。 |
92
+ | W&B gate | online 1 epoch;身份readback必须一致。 |
93
+
94
+ ## Evaluation and Delivery
95
+
96
+ 本请求只授权offline训练。Fresh simulator rollout、2×3视频和闭环判定保持`NOT_RUN`;任何部署结论必须另按Policy evaluation合同执行。