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+ "scripts/real_rgbd_photometric_cma_telemetry.py",
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+ "--run-dir",
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+ "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/rt_waft_tapnextpp_mesh_refit_05/photometric_fit_projadam_c0015_01/qualification_20261007/cma",
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+ "train",
162
+ "--run-dir",
163
+ "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/rt_waft_tapnextpp_mesh_refit_05/photometric_fit_projadam_c0015_01/full_fit_01/adam",
164
+ "--result-root",
165
+ "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148",
166
+ "--rt-contract",
167
+ "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/rt_waft_tapnextpp_mesh_refit_05/photometric_fit_projadam_c0015_01/inputs/contract.json",
168
+ "--observations",
169
+ "cache",
170
+ "--observation-cache",
171
+ "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/observation_cache/v1_0058966e635f5429",
172
+ "--cma-run-dir",
173
+ "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/rt_waft_tapnextpp_mesh_refit_05/photometric_fit_projadam_c0015_01/full_fit_01/cma",
174
+ "--device",
175
+ "cuda:0",
176
+ "--handoff-policy",
177
+ "d1_atomic_single_realization_v1",
178
+ "--complete-traversals",
179
+ "500",
180
+ "--checkpoint-every-updates",
181
+ "100",
182
+ "--projected-log-y",
183
+ "--resume"
184
+ ]
185
+ }
sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/launch_rt5.sh ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env bash
2
+ # Task-owned template; run_rt5_campaign.py prepare resolves the three literals.
3
+ set -euo pipefail
4
+ case "${1:-}" in start|resume) mode="$1" ;; *) echo 'Usage: launch_rt5.sh start|resume' >&2; exit 2 ;; esac
5
+ cd /mnt/data0/magna/belt_perception_wt_rt_projadam_execute_20261007
6
+ full_root=/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/rt_waft_tapnextpp_mesh_refit_05/photometric_fit_projadam_c0015_01/full_fit_01
7
+ export CUDA_VISIBLE_DEVICES=0
8
+ mkdir -p "$full_root/logs"
9
+ # On a GPU exception the driver writes a small CUDA core dump (faulting kernel/PC) and then
10
+ # aborts the child, so the Python error record is not written; resume re-runs missing asks.
11
+ # No host core dump. Exit-time faults have not produced dumps (Xid 31 investigation note).
12
+ export CUDA_ENABLE_COREDUMP_ON_EXCEPTION=1 CUDA_ENABLE_CPU_COREDUMP_ON_EXCEPTION=0
13
+ export CUDA_COREDUMP_GENERATION_FLAGS=skip_global_memory,skip_shared_memory,skip_local_memory
14
+ export CUDA_COREDUMP_FILE="$full_root/logs/cuda_core_%p_%t.nvcudmp"
15
+ exec uv run --no-sync python -u scripts/run_rt5_campaign.py "$mode" \
16
+ --config "$full_root/campaign.json" \
17
+ >> "$full_root/logs/supervisor-$mode-$(date -u +%Y%m%dT%H%M%S)-$$.log" 2>&1
sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/logs/attempt-001-adam-1.log ADDED
@@ -0,0 +1,521 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Warp 1.16.0 initialized:
2
+ CUDA Toolkit 12.9, Driver 13.0
3
+ Devices:
4
+ "cpu" : "x86_64"
5
+ "cuda:0" : "NVIDIA GeForce RTX 4090" (23 GiB, sm_89, mempool enabled)
6
+ Kernel cache:
7
+ /home/magna/.cache/warp/1.16.0
8
+ Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 0.84 ms (cached)
9
+ Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 0.61 ms (cached)
10
+ Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 0.88 ms (cached)
11
+ Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 1.17 ms (cached)
12
+ Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 0.59 ms (cached)
13
+ Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 0.86 ms (cached)
14
+ {
15
+ "total_updates": 245500,
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+ "complete_traversals": 500,
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+ "next_interval": 0,
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+ "snapshots": [
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sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/logs/attempt-001-cma-1.log ADDED
@@ -0,0 +1,92 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ (4_w,8)-aCMA-ES (mu_w=2.6,w_1=52%) in dimension 4 (seed=42, Wed Oct 7 17:37:26 2026)
2
+ (4_w,8)-aCMA-ES (mu_w=2.6,w_1=52%) in dimension 4 (seed=42, Wed Oct 7 17:37:27 2026)
3
+ Warp 1.16.0 initialized:
4
+ CUDA Toolkit 12.9, Driver 13.0
5
+ Devices:
6
+ "cpu" : "x86_64"
7
+ "cuda:0" : "NVIDIA GeForce RTX 4090" (23 GiB, sm_89, mempool enabled)
8
+ Kernel cache:
9
+ /home/magna/.cache/warp/1.16.0
10
+ Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 0.32 ms (cached)
11
+ Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 0.28 ms (cached)
12
+ Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 0.29 ms (cached)
13
+ Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 0.21 ms (cached)
14
+ Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 0.24 ms (cached)
15
+ Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 0.25 ms (cached)
16
+ {
17
+ "status": "winner",
18
+ "stop_reason": "max_generations",
19
+ "native_stop": {},
20
+ "completed_generations": 100,
21
+ "issued_asks": 800,
22
+ "told_asks": 800,
23
+ "physical_failures": 0,
24
+ "centre_repeatability": null,
25
+ "handoff_policy": "d1_atomic_single_realization_v1",
26
+ "candidate_scheduling": {
27
+ "mode": "resident_waves",
28
+ "configured_max_width": 2,
29
+ "render_width": 1,
30
+ "packing": "none: separate Gaussian scenes, one camera per render",
31
+ "launch": "one host thread; per transition every member's dynamics is enqueued before any member is scored (CP1)",
32
+ "scoring_stream": "torch.cuda.default_stream for LBS, gsplat and both SSIM branches, after explicit endpoint and target readiness events",
33
+ "observations": "one provider traversal per wave; targets shared read-only by its members",
34
+ "warm_launch": "D3: one public wp.capture_launch of each candidate's dynamics capture during preparation"
35
+ },
36
+ "champion": {
37
+ "generation": 71,
38
+ "ask_index": 6,
39
+ "global_ask_index": 574,
40
+ "score": 0.006331785847367156,
41
+ "observation_score": 0.006331785847367156,
42
+ "normalized": [
43
+ 0.06257413177316415,
44
+ 0.18862791615845856,
45
+ 0.9999982456791334,
46
+ 0.9999673665319786
47
+ ],
48
+ "settings": {
49
+ "spring_y": 99999.9593927983,
50
+ "object_radius_m": 0.04324056087752124,
51
+ "object_max_neighbours": 49,
52
+ "controller_radius_m": 0.07564890168164842,
53
+ "controller_max_neighbours": 54,
54
+ "ground_restitution": 0.06257413177316415,
55
+ "ground_friction": 0.3772558323169171,
56
+ "object_restitution": 0.43616711354907833,
57
+ "object_friction": 1.546992174649371,
58
+ "collision_distance_m": 0.01537335513025638,
59
+ "drag_damping": 39.99992982716534,
60
+ "dashpot_damping": 399.9869466127914
61
+ }
62
+ },
63
+ "pycma": {
64
+ "countiter": 100,
65
+ "countevals": 800,
66
+ "sigma": 0.0032984441010100417,
67
+ "xbest": [
68
+ 0.06257413177316415,
69
+ 0.18862791615845856,
70
+ 0.9999982456791334,
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+ 0.9999673665319786
72
+ ],
73
+ "fbest": 0.006331785847367156,
74
+ "xbest_is_champion": true
75
+ },
76
+ "winner": {
77
+ "model": "winner/model",
78
+ "scored_rollout": "winner/rollout.npz",
79
+ "model_sha256": "44befb34a966423ac1ff01aa01372dd65927b938b72ba962ea101d71407d8ca9"
80
+ },
81
+ "handoff": {
82
+ "passed": null,
83
+ "report": "handoff/report.json",
84
+ "acceptance": {
85
+ "policy": "d1_atomic_single_realization_v1",
86
+ "owner_basis": "CMA candidate-parallelism plan \u00a77.2 D1, 2026-09-30",
87
+ "accepted": true
88
+ },
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+ "numerical_status": "finite_independent_realization_difference",
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+ "frozen_score": 0.00633179015579823
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+ }
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+ }
sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/logs/attempt-001-collector-1.log ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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 1ec847ce67014dea
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+ wandb: Tracking run with wandb version 0.28.2
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+ wandb: Run data is saved locally in /mnt/data2/magna/belt_perception_shared/tool_state/wandb/runs/wandb/run-20261007_173731-1ec847ce67014dea
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+ wandb: Run `wandb offline` to turn off syncing.
7
+ wandb: Syncing run rt_mesh_refit05_photometric_projadam_c0015_01
8
+ wandb: ⭐️ View project at https://wandb.ai/serialexperimentsleon/belt_perception
9
+ wandb: 🚀 View run at https://wandb.ai/serialexperimentsleon/belt_perception/runs/1ec847ce67014dea
10
+ wandb: WARNING Symlinked 1 file into the W&B run directory; call wandb.save again to sync new files.
11
+ wandb: updating run metadata
12
+ wandb: uploading history steps 257515-257515, summary
13
+ wandb:
14
+ wandb: Run history:
15
+ wandb: rp/config/K ▁▁
16
+ wandb: rp/config/active/collision_distance_m ▁
17
+ wandb: rp/config/active/object_friction ▁
18
+ wandb: rp/config/active/object_restitution ▁
19
+ wandb: rp/config/active/spring_y ▁
20
+ wandb: rp/config/attachment_springs ▁
21
+ wandb: rp/config/complete_traversals ▁
22
+ wandb: rp/config/lr ▁
23
+ wandb: rp/config/object_springs ▁
24
+ wandb: rp/config/planned_updates ▁
25
+ wandb: +410 ...
26
+ wandb:
27
+ wandb: Run summary:
28
+ wandb: rp/config/K 491
29
+ wandb: rp/config/active/collision_distance_m 0
30
+ wandb: rp/config/active/object_friction 0
31
+ wandb: rp/config/active/object_restitution 0
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+ wandb: rp/config/active/spring_y 0
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+ wandb: rp/config/attachment_springs 1620
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+ wandb: rp/config/complete_traversals 500
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+ wandb: rp/config/lr 0.001
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+ wandb: rp/config/object_springs 21676
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+ wandb: rp/config/planned_updates 245500
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+ wandb: +410 ...
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+ wandb:
40
+ wandb: 🚀 View run rt_mesh_refit05_photometric_projadam_c0015_01 at: https://wandb.ai/serialexperimentsleon/belt_perception/runs/1ec847ce67014dea
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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: /mnt/data2/magna/belt_perception_shared/tool_state/wandb/runs/wandb/run-20261007_173731-1ec847ce67014dea/logs
sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/logs/attempt-001-evaluator-1.log ADDED
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+ Warp 1.16.0 initialized:
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+ Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 0.39 ms (cached)
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+ Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 0.31 ms (cached)
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sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/logs/attempt-001-select-1.log ADDED
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sessions/session_20260921_225630_786148/runs/lab-a-rt05-photo-proj-c0015/native/logs/supervisor-start-20261007T213659-2400653.log ADDED
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