processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking: payload batch 1/29
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wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY.
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wandb: Currently logged in as: serialexperimentsleon to https://api.wandb.ai. Use `wandb login --relogin` to force relogin
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wandb: setting up run e56ab825fb644b1d
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wandb: Tracking run with wandb version 0.28.2
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wandb: Run data is saved locally in /vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/wandb/runs/wandb/run-20261022_160534-e56ab825fb644b1d
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wandb: Run `wandb offline` to turn off syncing.
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wandb: Syncing run DEFORM360_U08C_D4_sloth_ep3_45_204_tracking_20261022
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wandb: ⭐️ View project at https://wandb.ai/serialexperimentsleon/belt_perception
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wandb: 🚀 View run at https://wandb.ai/serialexperimentsleon/belt_perception/runs/e56ab825fb644b1d
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wandb: WARNING Symlinked 1 file into the W&B run directory; call wandb.save again to sync new files.
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/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/cma/utilities/utils.py:369: UserWarning: seed=42 will never be used (seed is only used if option 'randn' is np.random.randn) (time=Oct 22 16:06:14 2026)
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warnings.warn(msg + ' (time={}'.format(time.asctime()[4:]) +
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wandb: updating run metadata
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wandb: uploading wandb-summary.json; uploading config.yaml
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wandb:
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wandb: Run history:
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wandb: deform/adam_progress/checkpoint_bytes ▁▂▃▅▅▅▆▆▆▆▆▆▆▆▇▇▇▇▇▇▇▇▇▇▇███████████████
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wandb: deform/adam_progress/checkpoint_s ▅█▆▃▅▂▆▃▆▂▅▃▂▃▃▂▃▂▁▂▂▁▃▂▂▁▃▃▆▁▂▄▄▂▁▄▁▂▁▂
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wandb: deform/adam_progress/completed_passes ▁▁▁▂▂▂▂▃▃▃▃▃▃▃▃▃▃▃▃▄▄▄▄▅▅▅▅▅▆▆▆▇▇▇▇▇▇▇██
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wandb: deform/adam_progress/elapsed_s ▁▁▁▂▂▂▂▂▃▃▃▃▄▄▄▄▄▄▄▄▅▅▅▅▅▆▆▆▆▆▆▇▇▇▇▇▇███
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wandb: deform/adam_progress/next_interval ▂▇▂▆▅▂▅▄▄▇▂█▅█▅█▅▅▇▄▅▆▃▃▁▅▇▃▅▂▃▆▂▅▇▄▂▃▅█
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wandb: deform/adam_progress/partial_pass_intervals ▅█▂▁█▃▂▂▄▇▁█▃▁▁▄▇▁▁▄▃▄▄▇▂▅▆▁▅▅█▂▃▅▁▆▅▅█▃
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wandb: deform/adam_progress/pass_s ▇█▆▅▄▄▃▃▂▃▃▃▃▃▃▃▂▂▂▂▂▂▂▂▁▂▂▃▂▂▂▂▂▁▂▁▂▁▁▁
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wandb: deform/adam_progress/successful_updates ▁▁▁▁▁▂▂▂▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▅▅▆▆▆▆▆▆▇▇▇▇▇▇▇██
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wandb: deform/adam_progress/trained_intervals ▁▁▁▁▁▂▂▂▂▂▃▃▃▃▃▃▃▄▄▄▅▅▅▅▆▆▆▆▆▆▆▆▆▇▇▇▇███
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wandb: deform/adam_progress/update_s ▁▁▁▁▁▅▁▁▁▁▁▁▁█▁▂▁▁▁▁▁▁▁▁▁▇▁▁▁▁▁▁▁▁▁▁▁▁▁▁
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wandb: +292 ...
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wandb:
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wandb: Run summary:
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wandb: deform/adam_progress/checkpoint_bytes 3281132
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wandb: deform/adam_progress/checkpoint_s 0.32908
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wandb: deform/adam_progress/completed_passes 500
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wandb: deform/adam_progress/elapsed_s 40143.98125
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wandb: deform/adam_progress/next_interval 0
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wandb: deform/adam_progress/partial_pass_intervals 0
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wandb: deform/adam_progress/pass_s 59.77555
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wandb: deform/adam_progress/successful_updates 79500
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wandb: deform/adam_progress/trained_intervals 79500
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wandb: deform/adam_progress/update_s 0.07929
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wandb: +295 ...
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wandb:
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wandb: 🚀 View run DEFORM360_U08C_D4_sloth_ep3_45_204_tracking_20261022 at: https://wandb.ai/serialexperimentsleon/belt_perception/runs/e56ab825fb644b1d
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wandb: ⭐️ View project at: https://wandb.ai/serialexperimentsleon/belt_perception
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wandb: Synced 2 W&B file(s), 0 media file(s), 0 artifact file(s) and 1 other file(s)
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wandb: Find logs at: /vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/wandb/runs/wandb/run-20261022_160534-e56ab825fb644b1d/logs
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/evidence/u08c_d4_090-sloth_ep3/qualification/parcc_records/slurm/u08c-d4-tracking_9324030.out
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|
| 1 |
+
{
|
| 2 |
+
"agent_worktree_root": "/vast/projects/posa/contact-rich-robot/worktrees",
|
| 3 |
+
"allowed_worktree_roots": [
|
| 4 |
+
"/vast/projects/posa/contact-rich-robot/worktrees"
|
| 5 |
+
],
|
| 6 |
+
"canonical_repo_path": "/vast/projects/posa/contact-rich-robot/belt_perception",
|
| 7 |
+
"data_root": "/vast/projects/posa/contact-rich-robot/data",
|
| 8 |
+
"execution_environment": "parcc",
|
| 9 |
+
"peer_ssh_alias": "magna-gpu",
|
| 10 |
+
"project_root": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022",
|
| 11 |
+
"run_root": "/vast/projects/posa/contact-rich-robot/runs",
|
| 12 |
+
"scratch_root": "/vast/projects/posa/contact-rich-robot/scratch",
|
| 13 |
+
"shared_root": "/vast/projects/posa/contact-rich-robot/data/belt_perception_shared",
|
| 14 |
+
"transfer_root": "/vast/projects/posa/contact-rich-robot/transfers",
|
| 15 |
+
"uv_cache_root": "/vast/projects/posa/contact-rich-robot/uv/cache"
|
| 16 |
+
}
|
| 17 |
+
Agent preflight summary
|
| 18 |
+
execution_environment: parcc
|
| 19 |
+
pwd: /vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022
|
| 20 |
+
git_root: /vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022
|
| 21 |
+
branch: cursor/u08c_d4_sloth_ep3_fit_parcc_20261022
|
| 22 |
+
belt.agentGuards: true
|
| 23 |
+
core.hooksPath: scripts/git-hooks
|
| 24 |
+
marker.branch: cursor/u08c_d4_sloth_ep3_fit_parcc_20261022
|
| 25 |
+
marker.environment: parcc
|
| 26 |
+
marker.canonical_path: /vast/projects/posa/contact-rich-robot/belt_perception
|
| 27 |
+
marker.worktree_path: /vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022
|
| 28 |
+
marker.base_commit: 50403540738fd45263b4b81c0ec1d1ab25d653f0
|
| 29 |
+
marker.created_at: 2026-10-22T14:49:06Z
|
| 30 |
+
resolved.canonical: /vast/projects/posa/contact-rich-robot/belt_perception
|
| 31 |
+
resolved.worktree_root: /vast/projects/posa/contact-rich-robot/worktrees
|
| 32 |
+
resolved.data_root: /vast/projects/posa/contact-rich-robot/data
|
| 33 |
+
resolved.shared_root: /vast/projects/posa/contact-rich-robot/data/belt_perception_shared
|
| 34 |
+
resolved.run_root: /vast/projects/posa/contact-rich-robot/runs
|
| 35 |
+
resolved.scratch_root: /vast/projects/posa/contact-rich-robot/scratch
|
| 36 |
+
resolved.transfer_root: /vast/projects/posa/contact-rich-robot/transfers
|
| 37 |
+
resolved.uv_cache_root: /vast/projects/posa/contact-rich-robot/uv/cache
|
| 38 |
+
worktree status:
|
| 39 |
+
## cursor/u08c_d4_sloth_ep3_fit_parcc_20261022
|
| 40 |
+
canonical status (/vast/projects/posa/contact-rich-robot/belt_perception):
|
| 41 |
+
## main...origin/main
|
| 42 |
+
|
| 43 |
+
Preflight passed. Safe to edit in this worktree.
|
| 44 |
+
{
|
| 45 |
+
"dependency_paths": {
|
| 46 |
+
"gsplat": [
|
| 47 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/gsplat/__init__.py",
|
| 48 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/gsplat"
|
| 49 |
+
],
|
| 50 |
+
"newton": [
|
| 51 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/third_party/newton/newton/__init__.py",
|
| 52 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/third_party/newton/newton"
|
| 53 |
+
],
|
| 54 |
+
"torch": [
|
| 55 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/torch/__init__.py",
|
| 56 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/torch"
|
| 57 |
+
],
|
| 58 |
+
"warp": [
|
| 59 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/warp/__init__.py",
|
| 60 |
+
"/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/lib/python3.11/site-packages/warp"
|
| 61 |
+
]
|
| 62 |
+
},
|
| 63 |
+
"errors": [],
|
| 64 |
+
"expected": {
|
| 65 |
+
"environment_path": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv",
|
| 66 |
+
"profile": "parcc-e2e",
|
| 67 |
+
"schema_version": "belt-perception-parcc-environment-v1",
|
| 68 |
+
"source_commit": "8aba227de0e1a33bbfbf751ac353626637603a37",
|
| 69 |
+
"uv_lock_sha256": "ad331db1f54f9e017e152c131263d46135755db50ce7f0c6fff97a39f46c90ab"
|
| 70 |
+
},
|
| 71 |
+
"marker": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/.belt_perception_environment.json",
|
| 72 |
+
"observed": {
|
| 73 |
+
"environment_path": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv",
|
| 74 |
+
"profile": "parcc-e2e",
|
| 75 |
+
"schema_version": "belt-perception-parcc-environment-v1",
|
| 76 |
+
"source_commit": "8aba227de0e1a33bbfbf751ac353626637603a37",
|
| 77 |
+
"uv_lock_sha256": "ad331db1f54f9e017e152c131263d46135755db50ce7f0c6fff97a39f46c90ab"
|
| 78 |
+
},
|
| 79 |
+
"ok": true
|
| 80 |
+
}
|
| 81 |
+
[run_single_task] job_id=9324030 host=dgx029.cm.cluster
|
| 82 |
+
[run_single_task] execution_environment=parcc profile=parcc-e2e
|
| 83 |
+
[run_single_task] worktree=/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022 commit=8aba227de0e1a33bbfbf751ac353626637603a37 uv_environment=/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv
|
| 84 |
+
[run_single_task] output_root=/vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/tracking_job scratch=/vast/projects/posa/contact-rich-robot/scratch/u08c-d4-tracking-20261022/tmp logs=/vast/projects/posa/contact-rich-robot/runs/u08c-d4-tracking-20261022/slurm/u08c-d4-tracking_9324030.out,/vast/projects/posa/contact-rich-robot/runs/u08c-d4-tracking-20261022/slurm/u08c-d4-tracking_9324030.err
|
| 85 |
+
NVIDIA B200, GPU-78d2f1b1-98f5-9b60-a973-94f775728223
|
| 86 |
+
[run_single_task] command=env WANDB_DIR=/vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/wandb/runs WANDB_DATA_DIR=/vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/wandb/data WANDB_CACHE_DIR=/vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/wandb/cache WANDB_ARTIFACT_DIR=/vast/projects/posa/contact-rich-robot/runs/u08c-d4-sloth-ep3-20261022/wandb/artifacts python scripts/hpc/with_wandb_auth.py --wandb-key-file /vast/projects/posa/contact-rich-robot/private/leonmkim/wandb-key -- python scripts/run_observation_reference_fit.py fit --inputs /vast/projects/posa/contact-rich-robot/data/belt_perception_runs/U08b_D4_090-sloth_ep3/fit_inputs/inputs --output /vast/projects/posa/contact-rich-robot/data/belt_perception_runs/U08c_D4_090-sloth_ep3/tracking/fit --device cuda:0 --execution-mode atomic_captured --max-cma-generations 100 --adam-passes 500 --observation-mode online --observation-root /vast/projects/posa/contact-rich-robot/data/belt_perception_runs/U08c_D4_090-sloth_ep3/tracking/telemetry --observation-run-name DEFORM360_U08C_D4_sloth_ep3_45_204_tracking_20261022 --observation-entity serialexperimentsleon --observation-project belt_perception --observation-approved-run-name DEFORM360_U08C_D4_sloth_ep3_45_204_tracking_20261022 --observation-approved-entity serialexperimentsleon --observation-approved-project belt_perception --observation-approved-payload DEFORM360_scalars_guide
|
| 87 |
+
Warp 1.16.0 initialized:
|
| 88 |
+
CUDA Toolkit 12.9, Driver 13.0
|
| 89 |
+
Devices:
|
| 90 |
+
"cpu" : "x86_64"
|
| 91 |
+
"cuda:0" : "NVIDIA B200 MIG 3g.90gb" (89 GiB, sm_100, mempool enabled)
|
| 92 |
+
Kernel cache:
|
| 93 |
+
/vast/projects/posa/contact-rich-robot/scratch/u08c-d4-tracking-20261022/warp-cache/1.16.0
|
| 94 |
+
Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 1663.84 ms (compiled)
|
| 95 |
+
Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 1141.10 ms (compiled)
|
| 96 |
+
Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 461.40 ms (compiled)
|
| 97 |
+
Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 280.66 ms (compiled)
|
| 98 |
+
Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 345.26 ms (compiled)
|
| 99 |
+
Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 428.99 ms (compiled)
|
| 100 |
+
Module belt_perception.physics.mass_spring.tracked_observation_loss fda41fb load on device 'cuda:0' took 776.20 ms (compiled)
|
| 101 |
+
Module belt_perception.physics.mass_spring.warp_kernels 219139e load on device 'cuda:0' took 1971.93 ms (compiled)
|
| 102 |
+
(5_w,11)-aCMA-ES (mu_w=3.4,w_1=42%) in dimension 12 (seed=42, Thu Oct 22 16:06:14 2026)
|
| 103 |
+
Warp 1.16.0 initialized:
|
| 104 |
+
CUDA Toolkit 12.9, Driver 13.0
|
| 105 |
+
Devices:
|
| 106 |
+
"cpu" : "x86_64"
|
| 107 |
+
"cuda:0" : "NVIDIA B200 MIG 3g.90gb" (89 GiB, sm_100, mempool enabled)
|
| 108 |
+
Kernel cache:
|
| 109 |
+
/vast/projects/posa/contact-rich-robot/scratch/u08c-d4-tracking-20261022/warp-cache/1.16.0
|
| 110 |
+
Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 23.31 ms (cached)
|
| 111 |
+
Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 22.23 ms (cached)
|
| 112 |
+
Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 21.66 ms (cached)
|
| 113 |
+
Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 23.07 ms (cached)
|
| 114 |
+
Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 19.34 ms (cached)
|
| 115 |
+
Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 24.74 ms (cached)
|
| 116 |
+
Module belt_perception.physics.mass_spring.tracked_observation_loss fda41fb load on device 'cuda:0' took 29.36 ms (cached)
|
| 117 |
+
{
|
| 118 |
+
"status": "completed_lifecycle",
|
| 119 |
+
"trajectory_id": "deform360_090-sloth_episode_3_aligned_45_204",
|
| 120 |
+
"cma": {
|
| 121 |
+
"completed_generations": 100,
|
| 122 |
+
"completed_evaluations": 1100,
|
| 123 |
+
"stopped_reason": "max_generations",
|
| 124 |
+
"native_stop_reasons": {},
|
| 125 |
+
"hard_generation_cap_reached": true,
|
| 126 |
+
"generation_cap": 100,
|
| 127 |
+
"champion": {
|
| 128 |
+
"global_serial_ask_index": 1086,
|
| 129 |
+
"generation": 98,
|
| 130 |
+
"J_CMA": 0.00011511082275376696,
|
| 131 |
+
"J_obs": 0.00011102074952891284,
|
| 132 |
+
"physical_parameters": {
|
| 133 |
+
"spring_Y": 1313.4894644009341,
|
| 134 |
+
"object_radius": 0.024635409600684485,
|
| 135 |
+
"object_max_neighbours": 45,
|
| 136 |
+
"controller_radius": 0.011180130961605651,
|
| 137 |
+
"controller_max_neighbours": 40,
|
| 138 |
+
"collide_elas": 0.8639818136398475,
|
| 139 |
+
"collide_fric": 1.9773554052679305,
|
| 140 |
+
"collide_object_elas": 0.8685799309199008,
|
| 141 |
+
"collide_object_fric": 1.522736527039257,
|
| 142 |
+
"collision_dist": 0.034614494320982694,
|
| 143 |
+
"drag_damping": 15.80029852806369,
|
| 144 |
+
"dashpot_damping": 137.10241594384635
|
| 145 |
+
},
|
| 146 |
+
"object_edges": 208310,
|
| 147 |
+
"controller_edges": 436
|
| 148 |
+
}
|
| 149 |
+
},
|
| 150 |
+
"adam": {
|
| 151 |
+
"stopped_reason": "max_updates",
|
| 152 |
+
"cumulative_optimizer_updates": 79500,
|
| 153 |
+
"completed_passes": 500,
|
| 154 |
+
"trained_intervals": 79500,
|
| 155 |
+
"next_interval": 0,
|
| 156 |
+
"best_source_update": 73458,
|
| 157 |
+
"best_score": 2.1710459398908933e-05,
|
| 158 |
+
"final_score": 4.458684142372928e-05,
|
| 159 |
+
"score_cadence": "pass_end",
|
| 160 |
+
"scored_candidates": 501,
|
| 161 |
+
"scoring_intervals": 79659,
|
| 162 |
+
"async_scoring": {
|
| 163 |
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processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/adam_epochs/boundary.json
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