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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: +292 ...
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+ wandb:
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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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+ {
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+ "agent_worktree_root": "/vast/projects/posa/contact-rich-robot/worktrees",
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+ "allowed_worktree_roots": [
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+ "/vast/projects/posa/contact-rich-robot/worktrees"
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+ "execution_environment": "parcc",
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+ "peer_ssh_alias": "magna-gpu",
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+ "project_root": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022",
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+ "run_root": "/vast/projects/posa/contact-rich-robot/runs",
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+ "uv_cache_root": "/vast/projects/posa/contact-rich-robot/uv/cache"
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+ }
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+ Agent preflight summary
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+ execution_environment: parcc
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+ pwd: /vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022
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+ git_root: /vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022
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+ branch: cursor/u08c_d4_sloth_ep3_fit_parcc_20261022
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+ belt.agentGuards: true
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+ core.hooksPath: scripts/git-hooks
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+ marker.branch: cursor/u08c_d4_sloth_ep3_fit_parcc_20261022
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+ marker.created_at: 2026-10-22T14:49:06Z
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+ resolved.transfer_root: /vast/projects/posa/contact-rich-robot/transfers
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+ resolved.uv_cache_root: /vast/projects/posa/contact-rich-robot/uv/cache
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+ worktree status:
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+ ## cursor/u08c_d4_sloth_ep3_fit_parcc_20261022
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+ canonical status (/vast/projects/posa/contact-rich-robot/belt_perception):
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+ ## main...origin/main
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+
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+ Preflight passed. Safe to edit in this worktree.
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+ {
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+ "dependency_paths": {
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+ "gsplat": [
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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/gsplat/__init__.py",
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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/gsplat"
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+ ],
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+ "newton": [
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+ "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/third_party/newton/newton/__init__.py",
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+ "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/third_party/newton/newton"
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+ ],
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+ "torch": [
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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/torch/__init__.py",
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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/torch"
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+ ],
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+ "warp": [
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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/warp/__init__.py",
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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/warp"
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+ ]
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+ },
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+ "errors": [],
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+ "expected": {
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+ "environment_path": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv",
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+ "profile": "parcc-e2e",
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+ "schema_version": "belt-perception-parcc-environment-v1",
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+ "source_commit": "8aba227de0e1a33bbfbf751ac353626637603a37",
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+ "uv_lock_sha256": "ad331db1f54f9e017e152c131263d46135755db50ce7f0c6fff97a39f46c90ab"
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+ },
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+ "marker": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv/.belt_perception_environment.json",
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+ "observed": {
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+ "environment_path": "/vast/projects/posa/contact-rich-robot/worktrees/belt_perception_wt_u08c_d4_sloth_ep3_fit_parcc_20261022/.venv",
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+ "profile": "parcc-e2e",
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+ "schema_version": "belt-perception-parcc-environment-v1",
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+ "source_commit": "8aba227de0e1a33bbfbf751ac353626637603a37",
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+ "uv_lock_sha256": "ad331db1f54f9e017e152c131263d46135755db50ce7f0c6fff97a39f46c90ab"
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+ },
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+ "ok": true
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+ }
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+ [run_single_task] job_id=9324030 host=dgx029.cm.cluster
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+ [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
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+ 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",
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+ "cma": {
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+ "completed_generations": 100,
122
+ "completed_evaluations": 1100,
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+ "stopped_reason": "max_generations",
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+ "native_stop_reasons": {},
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+ "hard_generation_cap_reached": true,
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+ "generation_cap": 100,
127
+ "champion": {
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+ "global_serial_ask_index": 1086,
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+ "generation": 98,
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+ "J_CMA": 0.00011511082275376696,
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+ "J_obs": 0.00011102074952891284,
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+ "physical_parameters": {
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+ "object_radius": 0.024635409600684485,
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+ "object_max_neighbours": 45,
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+ "controller_radius": 0.011180130961605651,
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+ "controller_max_neighbours": 40,
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+ "collide_elas": 0.8639818136398475,
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+ "collide_fric": 1.9773554052679305,
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+ "collide_object_elas": 0.8685799309199008,
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+ "collide_object_fric": 1.522736527039257,
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+ "collision_dist": 0.034614494320982694,
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+ "drag_damping": 15.80029852806369,
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+ "dashpot_damping": 137.10241594384635
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+ },
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+ "object_edges": 208310,
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+ "controller_edges": 436
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+ },
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+ "adam": {
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+ "score_cadence": "pass_end",
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+ "scored_candidates": 501,
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+ "async_scoring": {
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+ "submitted": 501,
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+ "reused_persisted_results": 0,
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+ "evaluated_this_process": 501,
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+ "max_pending_references": 1,
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+ "consumed_during_training_this_process": 500,
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+ "nonfinite_scored_candidates": [],
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+ "final_snapshot": "pass_end_0500"
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+ "pass_snapshots": 501,
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+ "telemetry": {
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+ "target": {
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+ "run_name": "DEFORM360_U08C_D4_sloth_ep3_45_204_tracking_20261022"
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+ "heavy_modules": []
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+ "close": {
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+ [run_single_task] exit_status=0
processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/adam_epochs/BEST.json ADDED
The diff for this file is too large to render. See raw diff
 
processed/090-sloth/episode_3/runs/deform-sloth-ep3-d4-tracking/native/adam_epochs/FINAL.json ADDED
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