diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/README.md b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/README.md index a13d709f17abe338e2f2284fb4c0bfc7b81f18e5..f9d8ce90480567390ef24a0e93747ab7f056c3ba 100644 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/README.md +++ b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/README.md @@ -12,7 +12,7 @@ First complete own REAL_RGBD tracking fit of session A: source CMA (100 generati | Labels | BEST adam/c0500, FINAL adam/c0500 | | Code revision(s) | `0a0403f3a4d61e6b1316672a24b8a7e6371bec78`; dirty tree by stage: cma reported clean, adam reported clean | | Checkpoint rows | 4659 (`checkpoints.tsv`) | -| Archived native records | 9,754 per-step history files in 25 tar archives (owner D25); `archives/members.json` lists each member's native path and sha256, and `checkpoints.tsv` still lists every checkpoint file | +| Containers | 10,006 native and evidence files packed in 11 uncompressed tar containers by category (adam_continuation 2, adam_snapshot 1, cma_candidate 4, cma_generation_state 1, frozen_score 1, logs 1, records 1); `containers/index.json` lists each member's path, offset, size and sha256, and `checkpoints.tsv` still lists every checkpoint file | ## Stages diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/archives/history_adam_continuation_000.tar b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/archives/history_adam_continuation_000.tar deleted file mode 100644 index 6ea86a29c4400f9e49886aa45e1118b983816902..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/archives/history_adam_continuation_000.tar +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ff1216975da57894d6645c96dfd788769d5a8189007a0dc098ee851a79c69786 -size 268861440 diff --git 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Other files under native/, evidence/ and inputs/ are packed in path order into uncompressed USTAR containers of at most 1 GiB encoded size per category: the per-step history categories (CMA candidates and generation state, Adam snapshots, continuations, update rows, pass records and scores), 'logs' (.log/.txt/.md/.out/.err) and 'records' (everything else). Member bytes and logical paths are unchanged; each member's data offset is listed, and scripts/phystwin_publish.py fetch restores the native layout.", + "run_id": "lab-a-initial-20260923", + "schema": "hf_publication_containers_v2" +} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/README.md b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/README.md deleted file mode 100644 index dc78bbd1e1fecd49c2a855087da603789f0ad461..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/README.md +++ /dev/null @@ -1,40 +0,0 @@ -# REAL_RGBD full fit: unattended run record - -**Current state:** scientific run complete. See the final `status.json` and the [R7 result report](/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/docs/experiments/phystwin_real_rgbd_single_trajectory.md) for the result and audit focus. The tmux processes have exited; this README retains their fixed launch and preflight record. - -## Identity and selected protocol - -- Integrated code SHA: `0a0403f3a4d61e6b1316672a24b8a7e6371bec78` on isolated branch `cursor/real_rgbd_full_fit_20260923`; worktree `/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923`. R-TELEM PR #935 is in this main SHA; independent audit #936 accepted its offline integration for live preflight. -- Input: `../fitting_run2/fitting_observations.npz`, SHA256 `13e67f07cc19de582b31712811c65a7f5a258076e21783ee77d2cb91046617ca`. Loaded and checked F=492, K=491, N=1,147, C=30, four views, two physical hands (21/9 controls), D_V=1,043, D_M=994. Initial topology has 18,060 object springs and 250 controller attachments, zero unattached controls, one isolated object node. The clock is exact 30 Hz with 667 substeps and unchanged source mass units. -- CMA: source pycma, seed 42, population 11, native stopping, cap 100 generations, CUDA:0. Adam: 500 complete traversals × 491 chronological source transitions = 245,500 updates; a continuation every 100 updates plus every traversal boundary. Candidate 0 is the exact winner's independent frozen handoff replay; candidates 1–500 are traversal snapshots. Frozen evaluator is a separate process on the same 4090. Training never waits for scoring. -- Worktree environment: locked `minimal` profile, Python 3.11.14, Torch 2.11.0+cu128, Warp 1.16.0, pycma 4.4.4, W&B 0.28.2. At preflight the 4090 had about 19.5 GB free; data filesystem had 146 GB available. Smoke products were about 10 MB; full CMA products and telemetry are namespaced under this root. - -## Actual-path preflight - -`preflight/identity.json` records the full retained identity, GPU, fixed clock and topology. `preflight/tiny_observations.npz` is a separately tagged three-transition prefix of this recording, made by slicing the saved derived arrays; no tracking, masks, node selection or source filtering was rerun. The production R5/R6 path completed one 11-ask CMA generation, the exact saved-model handoff, two Adam traversals (six updates), independent scoring of three frozen candidates, and BEST selection. The handoff's qualified three-transition CUDA thresholds and raw preliminary failures are retained under `preflight/qualified_cma/`; no production candidate was drawn or changed by that smoke. - -The REAL_RGBD online collector initialized on the configured `serialexperimentsleon/belt_perception` project. `preflight/wandb_readback.json` verifies remote history for all 11 issued/results, all six source updates, all three candidate IDs and their originating source updates, plus run config and the uploaded metric guide. The preflight run was `ec45419db5b8489f`. A short one-shot collector attempt timed out during cold W&B initialization; keeping the existing collector alive through initialization recovered the same persisted run ID and delivered the local journal. This was an operational startup issue, not a fit change. - -`preflight/handoff_qualification.md` records the consequential real-session CUDA numerical decision and its alternatives. Two independent full-window replays of the exact saved CMA center model show aggregate score variation below 0.21% but pathwise divergence over 491 nonlinear intervals. The final winner handoff used the predeclared 0.5% aggregate objective criterion with exact model identity and completed stage semantics, retaining fixture pathwise diagnostics without presenting them as passed. No source algorithm, loss, optimizer, model, data, backend or fit stopping setting was changed. - -## Persistent launch - -CMA started at approximately **2026-09-23T10:42:13Z**. The exact task-owned launch files are `launch_cma.sh` → `run_cma.py`, `launch_collector.sh`, `launch_continuation.sh` → `continue_campaign.py`, and `launch_evaluator.sh`. They run under `tmux -L real_rgbd_fit_20260923` in the worktree and write `cma.log`, `collector.log`, `continuation.log`, and `evaluator.log`. `status_monitor.py` updates `status.json`; the pane PIDs and stage are recorded there. - -The full logical W&B run is [real-rgbd-session_20260921_225630_786148-full-fit-20260923](https://wandb.ai/serialexperimentsleon/belt_perception/runs/8492d7a9f68a4caf), ID `8492d7a9f68a4caf`. The collector's local `telemetry/scalars.jsonl` and delivery ledgers are authoritative for source records; SDK submission is not claimed as network acknowledgement. Remote readback of the first full-run asks, the guide and resolved config succeeded after launch. - -The CMA process calls the reviewed `run_source_cma(..., device="cuda:0", max_generations=100, verify_handoff=False)`; the separate exact-model handoff qualification then commits candidate 0 once and starts the reviewed `fit-adam --complete-traversals 500 --checkpoint-every-updates 100 --capture-telemetry` CLI. The evaluator runs the reviewed `evaluate-pending --follow` CLI independently; after training, the continuation process catches up any remaining candidates and calls `select-best --require-complete`. The R5 output includes every issued ask, tell, topology, score, pycma state and winner. No W&B process owns scientific state. - -A process or service failure should be diagnosed from the retained records before restart. Exact R5 and R6 resume commands are in the launch files; do not start duplicate runners. If concurrent evaluation materially harms Adam or causes CUDA memory pressure, stop only the evaluator window and let the persisted backlog catch up after training. A scientific nonfinite/terminal outcome is evidence, not a reason to change settings. - -## Checks and limitations - -The actual-path smoke and remote W&B readback passed. The locked minimal environment's strict doctor passed. `./scripts/agent_final_check.sh` passed after initializing the recorded `third_party/phystwin` submodule required by repository documentation links. No repository source files were changed. - -At 2026-09-23T10:54:39Z, `wandb_live_readback.json` independently read back 121 issued CMA asks, 119 completed results, the correct REAL_RGBD config and metric guide on the full W&B run; local committed records remain the source of truth as the run advances. - -## Completion and R7 audit - -CMA completed its 100-generation cap and 1,100 asks with no physical failure. The saved winner passed the declared real-session aggregate handoff. Adam completed 500 traversals and 245,500 source updates. All 501 frozen candidates were scored; BEST and FINAL are c0500. Native fresh replays of CMA/BEST/FINAL completed all 491 transitions. The exact scores, coverage, known limits, and audit entry points are in report commit `6cdffda9` on draft PR [#938](https://github.com/leonmkim/belt_perception/pull/938). - -`wandb_final_readback.json` confirms the remote history tail reached all 278,997 local rows and selected real-lane source values matched. The idle collector was stopped after completion. Publisher-only recovery confirmed the remote cursor, but its two-second shutdown timed out, so SDK `finish()` and service finalization remain unconfirmed. `status.json` records this separately from scientific completion. The independent R7-AUDIT has not yet been performed. diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/adam/best.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/adam/best.json deleted file mode 100644 index 76156dd622f40da2616bf24de26b60d13adaeafd..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/adam/best.json +++ /dev/null @@ -1,537 +0,0 @@ -{ - "status": "final", - "metric": "independent frozen C + T replay (mean over K); lowest finite, earliest candidate on exact ties", - "expected_candidates": 501, - "completed_candidates": 501, - "missing_candidates": [], - "physical_nonfinite_candidates": [], - "best_candidate": 500, - "best": { - "candidate": 500, - "traversal": 500, - "updates": 245500, - "score": 0.0003382159752312829, - "model": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam/snapshots/c0500/model", - 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Use `wandb login --relogin` to force relogin -wandb: setting up run 8492d7a9f68a4caf -wandb: Tracking run with wandb version 0.28.2 -wandb: Run data is saved locally in /mnt/data2/magna/belt_perception_shared/tool_state/wandb/runs/wandb/run-20260923_064235-8492d7a9f68a4caf -wandb: Run `wandb offline` to turn off syncing. -wandb: Syncing run real-rgbd-session_20260921_225630_786148-full-fit-20260923 -wandb: ⭐️ View project at https://wandb.ai/serialexperimentsleon/belt_perception -wandb: 🚀 View run at https://wandb.ai/serialexperimentsleon/belt_perception/runs/8492d7a9f68a4caf -wandb: WARNING Symlinked 1 file into the W&B run directory; call wandb.save again to sync new files. -Process SpawnProcess-1: -Traceback (most recent call last): - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap - self.run() - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run - self._target(*self._args, **self._kwargs) - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/belt_perception/sim_experiments/learning/photometric_observer.py", line 474, in _wandb_worker - _publish_journal(config, events, ready, directory, wandb) - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/belt_perception/sim_experiments/learning/photometric_observer.py", line 448, in _publish_journal - stopping = events.get(timeout=.1) is None - ^^^^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/queues.py", line 113, in get - if not self._poll(timeout): - ^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/connection.py", line 257, in poll - return self._poll(timeout) - ^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/connection.py", line 440, in _poll - r = wait([self], timeout) - ^^^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/connection.py", line 948, in wait - ready = selector.select(timeout) - ^^^^^^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/selectors.py", line 415, in select - fd_event_list = self._selector.poll(timeout) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -KeyboardInterrupt -wandb: -wandb: 🚀 View run real-rgbd-session_20260921_225630_786148-full-fit-20260923 at: https://wandb.ai/serialexperimentsleon/belt_perception/runs/8492d7a9f68a4caf -wandb: Find logs at: ../../../data2/magna/belt_perception_shared/tool_state/wandb/runs/wandb/run-20260923_064235-8492d7a9f68a4caf/logs -Traceback (most recent call last): - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py", line 744, in - raise SystemExit(main()) - ^^^^^^ - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py", line 740, in main - return args.handler(args) - ^^^^^^^^^^^^^^^^^^ - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py", line 590, in _telemetry_collect - time.sleep(args.poll_seconds) -KeyboardInterrupt diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/continuation.log b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/continuation.log deleted file mode 100644 index 60745c9117465f30248f08d9811a2af0f81551c4..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/continuation.log +++ /dev/null @@ -1,77 +0,0 @@ -Traceback (most recent call last): - File "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/continue_campaign.py", line 37, in - time.sleep(15) -KeyboardInterrupt -RUN qualified exact-model handoff -Warp 1.16.0 initialized: - CUDA Toolkit 12.9, Driver 13.0 - Devices: - "cpu" : "x86_64" - "cuda:0" : "NVIDIA GeForce RTX 4090" (23 GiB, sm_89, mempool enabled) - Kernel cache: - /home/magna/.cache/warp/1.16.0 -Module belt_perception.physics.mass_spring.tracked3d_loss b01f72c load on device 'cuda:0' took 0.62 ms (cached) -Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 0.31 ms (cached) -Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 0.29 ms (cached) -Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 0.29 ms (cached) -Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 0.22 ms (cached) -Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 0.29 ms (cached) -Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 0.33 ms (cached) -R5 fixture-threshold diagnostic: {"passed": false, "report": "handoff_fixture_threshold_diagnostic/report.json", "frozen_observation_score": 0.0005536514535936508} -{"passed": true, "metrics": {"cma_total_relative": 1.7193188612381346e-08, "cma_observation_relative": 2.910727109222203e-09, "frozen_observation_relative": 8.765637488418713e-10, "adam_observation_relative": 1.4252525791135596e-08, "frozen_adam_relative": 1.5129089526715856e-08}, "report": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/cma/handoff/report.json", "fixture_pathwise_passed": false} -HANDOFF {"passed": true, "report": "handoff/report.json", "frozen_observation_score": 0.0005536514535936508} -RUN /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/.venv/bin/python3 -u /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py fit-adam --fitting /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/fitting_run2/fitting_observations.npz --cma-run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/cma --output /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam --device cuda:0 --complete-traversals 500 --checkpoint-every-updates 100 --capture-telemetry -Warp 1.16.0 initialized: - CUDA Toolkit 12.9, Driver 13.0 - Devices: - "cpu" : "x86_64" - "cuda:0" : "NVIDIA GeForce RTX 4090" (23 GiB, sm_89, mempool enabled) - Kernel cache: - /home/magna/.cache/warp/1.16.0 -Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 0.34 ms (cached) -Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 0.32 ms (cached) -Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 0.30 ms (cached) -Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 0.23 ms (cached) -Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 0.26 ms (cached) -Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 0.28 ms (cached) -Module belt_perception.physics.mass_spring.tracked3d_loss b01f72c load on device 'cuda:0' took 0.75 ms (cached) -245500/245500 updates: 500 complete traversals + 0 intervals; 501 snapshots, 500 scored, 1 pending evaluation -EVALUATION {"produced": 501, "completed": 500, "pending": [500], "unresolved_errors": [], "training_updates": 245500} -RUN /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/.venv/bin/python3 -u /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py evaluate-pending --fitting /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/fitting_run2/fitting_observations.npz --run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam --device cuda:0 -Warp 1.16.0 initialized: - CUDA Toolkit 12.9, Driver 13.0 - Devices: - "cpu" : "x86_64" - "cuda:0" : "NVIDIA GeForce RTX 4090" (23 GiB, sm_89, mempool enabled) - Kernel cache: - /home/magna/.cache/warp/1.16.0 -Module belt_perception.physics.mass_spring.tracked3d_loss b01f72c load on device 'cuda:0' took 6.05 ms (cached) -Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 0.34 ms (cached) -Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 0.29 ms (cached) -Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 0.29 ms (cached) -Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 0.27 ms (cached) -Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 0.26 ms (cached) -Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 0.30 ms (cached) -evaluated 1 candidates; 501/501 produced scored, pending [], unresolved errors [] -EVALUATION {"produced": 501, "completed": 501, "pending": [], "unresolved_errors": [], "training_updates": 245500} -RUN /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/.venv/bin/python3 -u /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py select-best --run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam --require-complete -{ - "status": "final", - "best_candidate": 500, - "best": { - "candidate": 500, - "traversal": 500, - "updates": 245500, - "score": 0.0003382159752312829, - "model": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam/snapshots/c0500/model", - "rollout": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam/evaluations/c0500/rollout.npz", - "trajectory_retained": true, - "tied_candidates": [ - 500 - ] - }, - "completed_candidates": 501, - "expected_candidates": 501, - "missing_candidates": [] -} -FULL CAMPAIGN SCIENCE AND BEST COMPLETE diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/continue_campaign.py b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/continue_campaign.py deleted file mode 100644 index 28ead944308f045ec6ddc05af711de9d562a88a7..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/continue_campaign.py +++ /dev/null @@ -1,63 +0,0 @@ -"""Operational continuation for selected REAL_RGBD fit; source algorithms stay in the repo.""" -from pathlib import Path -import json -import subprocess -import sys -import time - -from belt_perception.real_rgbd.evaluation import evaluation_status -from belt_perception.utils.json_io import read_json, write_json - -ROOT = Path("/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923") -FITTING = ROOT.parent / "fitting_run2/fitting_observations.npz" -CMA, ADAM = ROOT / "cma", ROOT / "adam" -SCRIPT = Path("scripts/phystwin_real_rgbd.py").resolve() - - -def execute(*args: str) -> None: - command = [sys.executable, "-u", str(SCRIPT), *args] - print("RUN", " ".join(command), flush=True) - subprocess.run(command, check=True) - - -while not (CMA / "result.json").exists(): - if not Path("/proc/869004").exists(): - raise RuntimeError("CMA process exited without result; inspect cma.log and issued asks") - time.sleep(15) - -result = read_json(CMA / "result.json") -if result["status"] != "winner": - raise RuntimeError(f"CMA terminal outcome: {result['status']}") -print("RUN qualified exact-model handoff", flush=True) -subprocess.run([sys.executable, "-u", str(ROOT / "qualify_handoff.py")], check=True) -handoff = read_json(CMA / "handoff/report.json") -summary = {"passed": True, "report": "handoff/report.json", - "frozen_observation_score": handoff["frozen"]["observation_score"]} -result["handoff"] = summary -write_json(CMA / "result.json", result, atomic=True) -print("HANDOFF", json.dumps(summary), flush=True) - -if not (ADAM / "training_complete.json").exists(): - adam_command = [ - "fit-adam", "--fitting", str(FITTING), "--cma-run", str(CMA), - "--output", str(ADAM), "--device", "cuda:0", - "--complete-traversals", "500", "--checkpoint-every-updates", "100", - "--capture-telemetry", - ] - if (ADAM / "manifest.json").exists(): - adam_command.append("--resume") - execute(*adam_command) - -while True: - status = evaluation_status(ADAM) - print("EVALUATION", json.dumps({k: status[k] for k in - ("produced", "completed", "pending", "unresolved_errors", "training_updates")}), flush=True) - if status["unresolved_errors"]: - raise RuntimeError("frozen evaluator has unresolved software errors") - if status["expected_candidates"] == 501 and status["completed"] == 501: - break - execute("evaluate-pending", "--fitting", str(FITTING), "--run", str(ADAM), "--device", "cuda:0") - time.sleep(5) - -execute("select-best", "--run", str(ADAM), "--require-complete") -print("FULL CAMPAIGN SCIENCE AND BEST COMPLETE", flush=True) diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/evaluator.log b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/evaluator.log deleted file mode 100644 index 298a993dc85e2a1c85b1be231ee2173fae60cef9..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/evaluator.log +++ /dev/null @@ -1,15 +0,0 @@ -Warp 1.16.0 initialized: - CUDA Toolkit 12.9, Driver 13.0 - Devices: - "cpu" : "x86_64" - "cuda:0" : "NVIDIA GeForce RTX 4090" (23 GiB, sm_89, mempool enabled) - Kernel cache: - /home/magna/.cache/warp/1.16.0 -Module belt_perception.physics.mass_spring.tracked3d_loss b01f72c load on device 'cuda:0' took 1.45 ms (cached) -Module _stage_controller_blend_2f9d1332 2f9d133 load on device 'cuda:0' took 2.38 ms (cached) -Module eval_springs_atomic_source_log_y_3610d0b6 3610d0b load on device 'cuda:0' took 1.96 ms (cached) -Module eval_controller_springs_atomic_source_log_y_controller_velocity_c8540c0b c8540c0 load on device 'cuda:0' took 2.01 ms (cached) -Module _add_vec3_ecf7d264 ecf7d26 load on device 'cuda:0' took 2.16 ms (cached) -Module update_velocity_source_force_gravity_drag_a261c9e4 a261c9e load on device 'cuda:0' took 2.05 ms (cached) -Module integrate_source_ground_masked_raw_parameters_1c2f784d 1c2f784 load on device 'cuda:0' took 1.97 ms (cached) -evaluated 499 candidates; 500/501 produced scored, pending [500], unresolved errors [] diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_cma.sh b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_cma.sh deleted file mode 100644 index f04ff168d9d7cccb5913ee4e6a664c4494ba47f5..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_cma.sh +++ /dev/null @@ -1,4 +0,0 @@ -#!/usr/bin/env zsh -set -euo pipefail -cd /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923 -exec uv run --no-sync python -u /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/run_cma.py diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_collector.sh b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_collector.sh deleted file mode 100644 index 6aff9ab73b3bfc0c29eaa6ac164d12dc283402dc..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_collector.sh +++ /dev/null @@ -1,14 +0,0 @@ -#!/usr/bin/env zsh -set -euo pipefail -[[ -n "${WANDB_API_KEY:-}" ]] || { print -u2 "W&B runtime credential absent"; exit 2; } -export WANDB_DIR=/mnt/data2/magna/belt_perception_shared/tool_state/wandb/runs -export WANDB_DATA_DIR=/mnt/data2/magna/belt_perception_shared/tool_state/wandb/data -export WANDB_CACHE_DIR=/mnt/data2/magna/belt_perception_shared/tool_cache/wandb/cache -export WANDB_ARTIFACT_DIR=/mnt/data2/magna/belt_perception_shared/tool_cache/wandb/artifacts -cd /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923 -exec uv run --no-sync python -u scripts/phystwin_real_rgbd.py telemetry-collect \ - --fitting /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/fitting_run2/fitting_observations.npz \ - --cma-run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/cma \ - --adam-run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam \ - --output /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/telemetry-collector \ - --run-name real-rgbd-session_20260921_225630_786148-full-fit-20260923 --online --follow --poll-seconds 2 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_continuation.sh b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_continuation.sh deleted file mode 100644 index d113d7a4e63ba9f4af53d91256ce121fdaaa50fc..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_continuation.sh +++ /dev/null @@ -1,4 +0,0 @@ -#!/usr/bin/env zsh -set -euo pipefail -cd /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923 -exec uv run --no-sync python -u /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/continue_campaign.py diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_evaluator.sh b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_evaluator.sh deleted file mode 100644 index 34b1a2ce6bfdf2ef0a8cc823ee31e2afd1f02611..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/launch_evaluator.sh +++ /dev/null @@ -1,10 +0,0 @@ -#!/usr/bin/env zsh -set -euo pipefail -root=/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923 -while [[ ! -f "$root/adam/manifest.json" || ! -f "$root/adam/snapshots/c0000/ready.json" || ! -f "$root/adam/evaluations/c0000/result.json" ]]; do - sleep 15 -done -cd /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923 -exec uv run --no-sync python -u scripts/phystwin_real_rgbd.py evaluate-pending \ - --fitting /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/fitting_run2/fitting_observations.npz \ - --run "$root/adam" --device cuda:0 --follow --poll-seconds 5 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/adam/best.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/adam/best.json deleted file mode 100644 index 5bbaab1197c6fb0712928a94b2ef6df36394d5da..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/adam/best.json +++ /dev/null @@ -1,39 +0,0 @@ -{ - "status": "final", - "metric": "independent frozen C + T replay (mean over K); lowest finite, earliest candidate on exact ties", - "expected_candidates": 3, - "completed_candidates": 3, - "missing_candidates": [], - "physical_nonfinite_candidates": [], - "best_candidate": 2, - "best": { - "candidate": 2, - "traversal": 2, - "updates": 6, - "score": 2.6365731779757578e-05, - "model": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/adam/snapshots/c0002/model", - "rollout": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/adam/evaluations/c0002/rollout.npz", - "trajectory_retained": true, - "tied_candidates": [ - 2 - ] - }, - "final_candidate": 2, - "scores": { - "c0000": 2.6392149569195073e-05, - "c0001": 2.6378232481268544e-05, - "c0002": 2.6365731779757578e-05 - }, - "evaluation": { - "expected_candidates": 3, - "produced": 3, - "completed": 3, - "pending": [], - "claimed": [], - "unresolved_errors": [], - "lag_candidates": 0, - "latest_produced": 2, - "training_updates": 6, - "training_complete": true - } -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/adam/continuation/u000000003.npz b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/adam/continuation/u000000003.npz deleted file mode 100644 index 15443e70c896243316e634b6ba0653e4d311b4b0..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/adam/continuation/u000000003.npz +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:73530dda8ca19069d61aea50f2de409f5b323c6b79aaf8dc93d3e1e07f2fce36 -size 279328 diff --git 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a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/collector.log +++ /dev/null @@ -1,50 +0,0 @@ -wandb: [wandb.login()] Loaded credentials for https://api.wandb.ai from WANDB_API_KEY. -wandb: Currently logged in as: serialexperimentsleon to https://api.wandb.ai. Use `wandb login --relogin` to force relogin -wandb: setting up run ec45419db5b8489f -wandb: Tracking run with wandb version 0.28.2 -wandb: Run data is saved locally in /mnt/data2/magna/belt_perception_shared/tool_state/wandb/runs/wandb/run-20260923_063921-ec45419db5b8489f -wandb: Run `wandb offline` to turn off syncing. -wandb: Syncing run real-rgbd-preflight-20260923 -wandb: ⭐️ View project at https://wandb.ai/serialexperimentsleon/belt_perception -wandb: 🚀 View run at https://wandb.ai/serialexperimentsleon/belt_perception/runs/ec45419db5b8489f -wandb: WARNING Symlinked 1 file into the W&B run directory; call wandb.save again to sync new files. -Process SpawnProcess-1: -Traceback (most recent call last): - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap - self.run() - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/process.py", line 108, in run - self._target(*self._args, **self._kwargs) - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/belt_perception/sim_experiments/learning/photometric_observer.py", line 474, in _wandb_worker - _publish_journal(config, events, ready, directory, wandb) - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/belt_perception/sim_experiments/learning/photometric_observer.py", line 448, in _publish_journal - stopping = events.get(timeout=.1) is None - ^^^^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/queues.py", line 113, in get - if not self._poll(timeout): - ^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/connection.py", line 257, in poll - return self._poll(timeout) - ^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/connection.py", line 440, in _poll - r = wait([self], timeout) - ^^^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/multiprocessing/connection.py", line 948, in wait - ready = selector.select(timeout) - ^^^^^^^^^^^^^^^^^^^^^^^^ - File "/home/magna/.local/share/uv/python/cpython-3.11.14-linux-x86_64-gnu/lib/python3.11/selectors.py", line 415, in select - fd_event_list = self._selector.poll(timeout) - ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -KeyboardInterrupt -wandb: -wandb: 🚀 View run real-rgbd-preflight-20260923 at: https://wandb.ai/serialexperimentsleon/belt_perception/runs/ec45419db5b8489f -wandb: Find logs at: ../../../data2/magna/belt_perception_shared/tool_state/wandb/runs/wandb/run-20260923_063921-ec45419db5b8489f/logs -Traceback (most recent call last): - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py", line 744, in - raise SystemExit(main()) - ^^^^^^ - File "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/scripts/phystwin_real_rgbd.py", line 740, in main - 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-The reviewed R5 default numerical tolerances were qualified on small fixtures, not this recording. The exact 491-transition center model/rollout was retained by R5 before any final winner was known. Two independent full-window three-stage replays of that *same saved center model* under CUDA showed CMA mean-score relative differences of 0.079% and 0.132%, while the largest per-step position and velocity differences were 4.50 cm and 2.69 m/s. Frozen and zero-update Adam observation-score differences relative to the scored CMA C+T were at most about 0.21%. Both center replays had the same exact saved model/settings, completed all 491 transitions, and gave frozen/Adam A=0. The per-step divergence is therefore empirical CUDA atomic-order sensitivity over the long nonlinear rollout; it is not evidence that the handoff reconstructed different parameters. Raw reports and trajectories are retained in `full_center_handoff_diagnostic*/`. - -**Delegated choice for this execution:** Before the CMA winner is known, qualify handoff on exact saved model/bundle/settings identity, complete 491-transition replay in each stage, frozen and zero-update Adam A=0, and aggregate score agreement within 0.5% relative to the scored CMA score/C+T. Preserve per-step q/v and component differences as diagnostics, without claiming pathwise agreement. Candidate 0 remains the one independently frozen replay of the final exact winner. The 0.5% bound is more than twice the largest observed center aggregate variation while retaining a meaningful check; it is fixed before the winner and will not be adjusted automatically. - -Alternatives considered: retain fixture pathwise thresholds (rejects two replays of the same real-session model), widen pathwise thresholds to several centimetres/metres per second (would misleadingly label divergent trajectories equivalent), or switch to CPU/deterministic physics (changes the selected execution). The chosen aggregate check preserves the source-style experiment and makes the numerical limit explicit. The original R5 fixture comparison is retained unmodified alongside the qualified decision. No optimizer, objective, model, data, candidate score, or simulator setting changes. - -A subsequent single full-window diagnostic of the then-current, already-scored g006/a03 champion (not the final candidate-0 realization) gave CMA aggregate relative difference 9.3e-8, C+T differences below 9e-9, maximum position difference 25 µm and maximum velocity difference 0.032 m/s. This supports the predeclared aggregate bound without changing it. Its raw report is `interim_champion_handoff_diagnostic/report.json`. diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/identity.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/identity.json deleted file mode 100644 index 37490992f2c4a330981daf4153f10de5ca10af50..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/identity.json +++ /dev/null @@ -1,58 +0,0 @@ -{ - "input": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/fitting_run2/fitting_observations.npz", - "sha256": "13e67f07cc19de582b31712811c65a7f5a258076e21783ee77d2cb91046617ca", - "F": 492, - "K": 491, - "N": 1147, - "C": 30, - "V": 4, - "serials": [ - "12540311", - "12933256", - "17736741", - "23007103" - ], - "rate_hz": 30, - "D_V": 1043, - "D_M": 994, - "hands": { - "hand_A": 21, - "hand_B": 9 - }, - "clock": { - 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-#!/usr/bin/env zsh -set -euo pipefail -[[ -n "${WANDB_API_KEY:-}" ]] || { print -u2 "W&B runtime credential absent"; exit 2; } -export WANDB_DIR=/mnt/data2/magna/belt_perception_shared/tool_state/wandb/runs -export WANDB_DATA_DIR=/mnt/data2/magna/belt_perception_shared/tool_state/wandb/data -export WANDB_CACHE_DIR=/mnt/data2/magna/belt_perception_shared/tool_cache/wandb/cache -export WANDB_ARTIFACT_DIR=/mnt/data2/magna/belt_perception_shared/tool_cache/wandb/artifacts -cd /mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923 -exec uv run --no-sync python -u scripts/phystwin_real_rgbd.py telemetry-collect \ - --fitting /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/tiny_observations.npz \ - --cma-run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/qualified_cma \ - --adam-run /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/adam \ - --output /mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/telemetry-collector \ - --run-name real-rgbd-preflight-20260923 --online --follow --poll-seconds 2 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_collector.lock b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_collector.lock deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_collector_cursor.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_collector_cursor.json deleted file mode 100644 index 1ba59726d984cc77f228b365b37dfda420cc2340..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_collector_cursor.json +++ /dev/null @@ -1,104 +0,0 @@ -{ - "seen": [ - "adam:i001:0:update", - "adam:i001:1180:update", - "adam:i001:1754:update", - "adam:i001:2347:update", - "adam:i001:2940:update", - "adam:i001:590:update", - "adam:i001:continuation:6:6", - "candidate:0:parameters", - "candidate:0:ready", - "candidate:0:result", - "candidate:1:parameters", - "candidate:1:ready", - "candidate:1:result", - "candidate:2:parameters", - "candidate:2:ready", - "candidate:2:result", - "cma:0:issued", - "cma:0:result", - "cma:10:issued", - "cma:10:result", - "cma:1:issued", - "cma:1:result", - "cma:2:issued", - "cma:2:result", - "cma:3:issued", - "cma:3:result", - "cma:4:issued", - "cma:4:result", - "cma:5:issued", - "cma:5:result", - "cma:6:issued", - "cma:6:result", - "cma:7:issued", - "cma:7:result", - "cma:8:issued", - "cma:8:result", - "cma:9:issued", - "cma:9:result", - "cma:center", - "cma:g0:told", - "config:adam_manifest", - "config:winner_summary", - "coverage:0", - "coverage:1", - "coverage:2", - "coverage:3", - "health:29", - "health:47", - "health:48", - "health:49", - "health:50", - "health:55", - "health:56", - "health:57", - "health:58", - "health:59", - "health:60", - "health:61", - "health:62", - "health:63", - "health:64", - "health:65", - "selection:BEST", - "selection:BEST:parameters", - "selection:FINAL", - "selection:FINAL:parameters" - ], - "adam_offsets": { - "i001.jsonl": 3517 - }, - "started_unix_s": 1790159819.98188, - "health": { - "values": { - "produced": 3, - "completed": 3, - "pending": 0, - "claimed": 0, - "errors": 0, - "lag_candidates": 0, - "cma_asks_per_s": 0.0, - "adam_updates_per_s": 0.0, - "evaluated_candidates_per_s": 0.0, - "collector_backlog_bytes": 0, - "delivery_backlog_records": 0, - "delivery_uncertain_records": 0, - "service_active": 1, - "service_failed_or_uncertain": 0, - "last_checkpoint_bytes": 279328, - "checkpoint_s": 0.0010719360143411905, - "snapshot_s": 0.004081494000274688 - }, - "counts": { - "cma_asks": 11, - "adam_updates": 6, - "evaluated_candidates": 3 - }, - "at": 1790160044.0600975 - }, - "adam_max_updates": { - "i001": 6 - } -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_source_identity.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/real_source_identity.json deleted file mode 100644 index cefc8b039d6531404d2bc745a1bab8c73591559b..0000000000000000000000000000000000000000 --- 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8.599201100878417e-05, "serialized_bytes": 892} -{"kind": "real_health", "source_update": 0, "source_generation": null, "candidate_ask_index": null, "serialization_write_s": 8.407598943449557e-05, "serialized_bytes": 893} -{"kind": "real_health", "source_update": 0, "source_generation": null, "candidate_ask_index": null, "serialization_write_s": 7.799299783073366e-05, "serialized_bytes": 890} -{"kind": "real_health", "source_update": 0, "source_generation": null, "candidate_ask_index": null, "serialization_write_s": 7.944399840198457e-05, "serialized_bytes": 892} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/metric_notes.md b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/metric_notes.md deleted file mode 100644 index 24aa6e92abf249d0d4db4b7868b44e3a14af55bf..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/metric_notes.md +++ /dev/null @@ -1,467 +0,0 @@ -# REAL_RGBD observation-fit telemetry - -All losses are the already executed source Warp objective. C is a squared-metre -distance term; T is beta-1 Smooth-L1 on metre coordinates; A is weighted -Smooth-L1 on velocity-increment differences in m/s, without dt normalization. -Mixed totals are objective values, not RMSE or one physical unit. Adam's C+T -is a pre-update, changing-parameter path; frozen C+T is a separate reset replay. - -| Prefix | Source and axis | Interpretation | -|---|---|---| -| `cma/issue/`, `cma/result/`, `cma/error/` | committed issued.npy, record/rollout or error; `progress/cma_ask` | One row per issued ask and observed outcome. 12 normalized/decoded/activity values. Null full scores on failure. `partial_*` are **sums** over `completed_transitions`, never truncated means. | -| `cma/generation/`, `cma/center/` | told.json and center record; generation or center ordinal | Winner is this generation's lowest finite ask; champion is best so far. Center is a separate diagnostic. | -| `config/` | saved winner model and Adam manifest; elapsed wall seconds | The initial run config is stable while CMA runs. The actual winner initialization, graph/rest/order summary and Adam stage manifest arrive as committed updates to the same run and guide. | -| `adam/update/` | per-invocation producer record; `progress/source_update` | Every actual U, pre-update C/T/C+T, counts over N with fixed D_V/D_M, LR, available gradient L2, interval seconds; consumed U-1 and post-step U. `record/committed=0` is tentative at collection time. Repeated attempts retain invocation and checkpoint-parent identities. | -| `adam/continuation/` | saved invocations and checked continuations; source U | Later status marks committed and superseded ranges; repeated update numbers retain both attempts. | -| `adam/parameters/` | detached sparse copy or saved snapshot; source U | Object/attachment finite log-Y and host float32 effective-Y in nominal N, variance ddof=0. Source -inf is log-zero, never floored. Host cap count requires a positive raw value changed by clipping. Update norm pairs only finite pre/post leaves; excluded count includes -inf pairs. These are host diagnostics, not executing Warp values or recovered material parameters. | -| `frozen/candidate/` | immutable ready/result records; `progress/frozen_candidate` | Candidate c originates at U=c*K. Candidate 0 is the existing handoff replay. Error/claim/pending has no score. FINAL is candidate 500 at full horizon; BEST requires complete roster. | -| `coverage/` | saved derived observations; `progress/observation_time_s` | Derived V endpoint and M transition counts, four-view support and physical-hand controller-valid counts/fractions; no correspondence/truth accuracy. | -| `health/` | saved invocation/evaluation/selection and local delivery state; elapsed wall seconds | Produced/completed/pending/claimed/errors, lag, collector backlog and uncertain delivery are local state. Stage rates are collector-observed count changes per wall second, unavailable on the first sample. SDK submission and `finish()` are not independent remote acknowledgement. | - -Per-update `pre_copy_s` and `post_copy_s` include detached leaf copies; -`capture_s` includes those copies and local record preparation. The invocation's -`telemetry_capture_wall_s` also includes the producer file append. - -The service ingestion step is transport order. Source counters in the same row -carry scientific time. Null means unavailable; no missing/failed score is zero. -No RGB/media, raw arrays, model, privileged q/v truth, parameter error or confidence -weighting is uploaded. q0/rest are derived from the first observed shape, v0=0, -and source masses are one source unit. Frozen D_V=|V[1]| and D_M=|M[0]|. -The exact run configuration follows below; stage/invocation deviations remain -in local committed source records. Execution-value/cap diagnostics are unavailable. - - -## Resolved run configuration - -```json -{ - "diagnostic_lane": "REAL_RGBD", - "cma_manifest": { - "schema": "real_rgbd_source_cma_run_v1", - "plan": "docs/plans/phystwin_real_rgbd_single_trajectory_plan.md R5, \u00a76.3", - "fitting_observations": { - "path": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/tiny_observations.npz", - "sha256": "c370252569cd90f007ce3ae45bf2aa698c401ecf08127aff932ca2c75531cbdd", - "origin_ns": 1790045828176911549, - "num_samples": 4, - "chamfer_denominator": 1043, - "tracking_denominator": 994 - }, - "populations": { - "N": 1147, - "S": 1147, - "A": 1147, - "C": 30 - }, - "grid": { - "F": 4, - "K": 3, - "origin_ns": 1790045828176911549 - }, - "clock": { - "period_s": "1/30", - "num_substeps": 667, - "substep_dt_s": 4.9975012493753125e-05, - "consumed_substep_dt_f32": 4.997501309844665e-05, - "consumed_interval_minus_period_s": 4.0333058374623455e-10, - "transitions": 3, - "consumed_total_minus_period_total_s": 1.2099917512387038e-09, - "source_literal_period_s_not_used": 0.033350000000000005 - }, - "protocol": { - "source": "U cma_optimize_warp.py optimize/error_func @81c71879; configs/real.yaml", - "dimension": 12, - "bounds": [ - 0.0, - 1.0 - ], - "coordinates": [ - [ - "spring_y", - [ - 0, - 100000.0 - ] - ], - [ - "object_radius_m", - [ - 0.01, - 0.05 - ] - ], - [ - "object_max_neighbours", - [ - 10, - 50 - ] - ], - [ - "controller_radius_m", - [ - 0.01, - 0.08 - ] - ], - [ - "controller_max_neighbours", - [ - 10, - 80 - ] - ], - [ - "ground_restitution", - "direct" - ], - [ - "ground_friction", - [ - 0, - 2 - ] - ], - [ - "object_restitution", - "direct" - ], - [ - "object_friction", - [ - 0, - 2 - ] - ], - [ - "collision_distance_m", - [ - 0.01, - 0.05 - ] - ], - [ - "drag_damping", - [ - 0, - 20 - ] - ], - [ - "dashpot_damping", - [ - 0, - 200 - ] - ] - ], - "center": [ - 0.3, - 0.25, - 0.5, - 0.4285714285714285, - 0.5714285714285714, - 0.5, - 0.15, - 0.7, - 0.15, - 0.25, - 0.15, - 0.5 - ], - "sigma": 0.16666666666666666, - "seed": 42, - "population_size": 11, - "sampler": "private numpy RandomState(42).randn (parity with U's globally seeded default)", - "backend": "pycma_4_4_4_serial_ask_tell_v1", - "max_generations": 1, - "stopping": "es.stop() at every loop head, honoured after the first generation; else max_generations", - "score": "mean over K of compute_final_loss(C, T, A), fresh history per ask (U total_loss / (train_frame - 1))", - "told_failures": "+inf only for a physical nonfinite dynamics endpoint; other errors stop the run", - "object_collision": "inactive (self_collision=False, no object masks); its three coordinates have no effect" - }, - "execution": { - "device": "cuda:0", - "transition": { - "forward_reduction": "atomic", - "backward_reduction": "atomic", - "capture": true - }, - "objective": "R4 SourceWarpObjective stage cma (captured on CUDA, eager on CPU)" - }, - "execution_identity": { - "belt_perception_source": { - "sha256": "8ed07f17080b467930c4c66280f3e69000afc3f1b16d54b98c5746a0e8c8f89e", - "files": 777 - }, - "versions": { - "warp-lang": "1.16.0", - "torch": "2.11.0+cu128", - "cma": "4.4.4", - "numpy": "2.4.4", - "open3d": "0.19.0" - }, - "python": "3.11.14", - "torch_cuda": "12.8", - "device_name": "NVIDIA GeForce RTX 4090" - }, - "code_revision": { - "head": "0a0403f3a4d61e6b1316672a24b8a7e6371bec78", - "dirty": false - } - }, - "winner_summary": "committed later as config/ event", - "derived_observations": { - "view_serials": [ - "12540311", - "12933256", - "17736741", - "23007103" - ], - "view_aliases": { - "view_00": "12540311", - "view_01": "12933256", - "view_02": "17736741", - "view_03": "23007103" - }, - "physics_frame": "table", - "rate_hz": 30, - "F": 4, - "K": 3, - "N": 1147, - "C": 30, - "D_V": 1043, - "D_M": 994 - }, - "adam_source_defaults": { - "lr": 0.001, - "betas": [ - 0.9, - 0.99 - ], - "eps": 1e-08, - "complete_traversals": 500, - "actual_stage_manifest": "committed later as config/ event" - }, - "destination": "serialexperimentsleon/belt_perception", - "payload_scope": "metrics/config/Markdown-guide-only" -} -``` - - -## Committed CMA winner configuration - -```json -{ - "origin": { - "ask_index": 0, - "generation": 0, - "global_ask_index": 0, - "normalized": [ - 0.38278569216853875, - 0.2269558537877267, - 0.6079489892546109, - 0.6824129109714647, - 0.5324023585432209, - 0.4609763608577897, - 0.4132087160535479, - 0.8279095188320452, - 0.071751660776338, - 0.34043006499484857, - 0.072760499619121, - 0.4223748166655865 - ], - "stage": "cma_ask" - }, - "populations": { - "num_original": 1147, - "num_surface": 1147, - "num_all": 1147 - }, - "model_sha256": "b6d26e0fc0a2b4cf2f41d6a88ca12742051dccec4f064f7e6aad7a8c4baae461", - "topology_sha256": "9aeefbaee3738d505e89c05e8b24754340104ffb7e28e94aa0b6e4a908e588ff", - "model_init_sha256": "02f9be92371ed4f6ef1447f763cb389711e384b1b4171f401b70f4000c3690c3", - "controller_count_by_hand": { - "hand_A": 21, - "hand_B": 9 - }, - "q0_bounds_m": [ - [ - -0.10010910779237747, - -0.26476019620895386, - -0.0015294611221179366 - ], - [ - 0.12057856470346451, - 0.0074009220115840435, - 0.0648355633020401 - ] - ], - "v0_mps": "zero", - "masses": "one source mass unit per object node", - "graph_inputs": "float64 promotion of staged float32 q0 and first controller sample", - "topology": { - "object_springs": 19285, - "controller_springs": 824, - "object_rest_min_max_m": [ - 0.0007212708587758243, - 0.0190777238458395 - ], - "controller_rest_min_max_m": [ - 0.006035303696990013, - 0.05773294344544411 - ], - "isolated_object_nodes": 1, - "attached_object_nodes": 211, - "controls_without_attachment": 0, - "attachments_by_hand": { - "hand_A": 465, - "hand_B": 359 - } - }, - "spring_order": "object springs, then controller attachments", - "controller_order": "saved controller_candidate_index order, physical hand labels retained", - "rest_values": "float64 construction rest, float32 consumed rest; bounds in topology" -} -``` - - -## Committed Adam stage configuration - -```json -{ - "schema": "real_rgbd_source_adam_run_v1", - "plan": "docs/plans/phystwin_real_rgbd_single_trajectory_plan.md R6, \u00a76.4-\u00a76.6", - "fitting_observations": { - "path": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/tiny_observations.npz", - "sha256": "c370252569cd90f007ce3ae45bf2aa698c401ecf08127aff932ca2c75531cbdd", - "origin_ns": 1790045828176911549, - "num_samples": 4, - "chamfer_denominator": 1043, - "tracking_denominator": 994 - }, - "cma_run": { - "path": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/qualified_cma", - "winner_model_sha256": "b6d26e0fc0a2b4cf2f41d6a88ca12742051dccec4f064f7e6aad7a8c4baae461", - "winner_topology_sha256": "9aeefbaee3738d505e89c05e8b24754340104ffb7e28e94aa0b6e4a908e588ff", - "model_init_sha256": "02f9be92371ed4f6ef1447f763cb389711e384b1b4171f401b70f4000c3690c3", - "handoff_report_sha256": "5188426bebefd6670344c48055e477efe9cb907651dd3ad3a47abb4929b131a0", - "handoff_frozen_rollout_sha256": "a2a996622cd92ed83c395f7ac55fcbc223d83f1caaadf3d29b486b80994d2feb", - "handoff_passed": true, - "winner_origin": { - "ask_index": 0, - "generation": 0, - "global_ask_index": 0, - "normalized": [ - 0.38278569216853875, - 0.2269558537877267, - 0.6079489892546109, - 0.6824129109714647, - 0.5324023585432209, - 0.4609763608577897, - 0.4132087160535479, - 0.8279095188320452, - 0.071751660776338, - 0.34043006499484857, - 0.072760499619121, - 0.4223748166655865 - ], - "stage": "cma_ask" - }, - "handoff_frozen_observation_score": 2.6392149569195073e-05 - }, - "grid": { - "F": 4, - "K": 3, - "origin_ns": 1790045828176911549 - }, - "populations": { - "N": 1147, - "S": 1147, - "A": 1147, - "C": 30, - "object_springs": 19285, - "controller_springs": 824 - }, - "clock": { - "period_s": "1/30", - "num_substeps": 667, - "substep_dt_s": 4.9975012493753125e-05, - "consumed_substep_dt_f32": 4.997501309844665e-05, - "consumed_interval_minus_period_s": 4.0333058374623455e-10, - "transitions": 3, - "consumed_total_minus_period_total_s": 1.2099917512387038e-09, - "source_literal_period_s_not_used": 0.033350000000000005 - }, - "frozen_coefficients": { - "drag_damping": 1.45520999238242, - "dashpot_damping": 84.4749633331173, - "collision_distance_m": 0.023617202599793944, - "u_config_integer_cast_not_applied": true - }, - "protocol": { - "source": "U trainer_warp.py train (305-372) and leaves/optimizer (153-164) @81c71879; configs/real.yaml", - "optimizer": "torch.optim.Adam", - "lr": 0.001, - "betas": [ - 0.9, - 0.99 - ], - "eps": 1e-08, - "weight_decay": 0.0, - "scheduler": null, - "leaves": [ - "log_spring_y", - "raw_ground_restitution", - "raw_ground_friction", - "raw_object_restitution", - "raw_object_friction" - ], - "inactive_leaves": [ - "raw_object_restitution", - "raw_object_friction" - ], - "frozen": [ - "topology", - "rests", - "masses", - "attachments", - "drag", - "dashpot", - "collision_distance", - "clock", - "initialization" - ], - "complete_traversals": 2, - "updates_per_traversal": 3, - "planned_updates": 6, - "cadence": "one Adam step per chronological derived transition; q/v reset to q0/v0 at each traversal start", - "gradient": "direct unaveraged interval leaf gradients (no collection 1/K round trip)", - "carry": "detached pre-update endpoint of the interval", - "objective": "R4 SourceWarpObjective stage adam: C + T, A never active, captured D_V = |V[1]|, D_M = |M[0]|", - "best_candidates": 3, - "best_metric": "independent frozen C + T replay (mean over K); lowest finite, earliest candidate on exact ties" - }, - "execution": { - "device": "cuda:0", - "transition": { - "forward_reduction": "atomic", - "backward_reduction": "atomic", - "capture": true - }, - "objective": "R4 SourceWarpObjective stage adam (captured on CUDA, eager on CPU)" - }, - "versions": { - "warp-lang": "1.16.0", - "torch": "2.11.0+cu128", - "cma": "4.4.4", - "numpy": "2.4.4", - "open3d": "0.19.0" - }, - "code_revision": { - "head": "0a0403f3a4d61e6b1316672a24b8a7e6371bec78", - "dirty": false - }, - "device_name": "NVIDIA GeForce RTX 4090" -} -``` diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/observer_errors.jsonl b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/observer_errors.jsonl deleted file mode 100644 index e8d7d99e8d0fc9941f9b38fbadf2fc620e92c08d..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/observer_errors.jsonl +++ /dev/null @@ -1 +0,0 @@ -{"phase": "shutdown", "error_type": "TimeoutError"} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/observer_status.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/observer_status.json deleted file mode 100644 index 81bad46ac6029f9473795f9455294d3ce845bb6c..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/observer_status.json +++ /dev/null @@ -1,9 +0,0 @@ -{ - "fit_complete": true, - "diagnostics": "complete", - "missing_events": 0, - "state_diagnostics": "missing", - "state_diagnostic_source": null, - "delivery": "local", - "finalization": "sink_close_returned" -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/publisher.lock b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/publisher.lock deleted file mode 100644 index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/resolved_observer.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/resolved_observer.json deleted file mode 100644 index 6f2f3fab803e9792d836790d7111e83fe156fe4c..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/resolved_observer.json +++ /dev/null @@ -1,225 +0,0 @@ -{ - "mode": "online", - "run_name": "real-rgbd-preflight-20260923", - "entity": "serialexperimentsleon", - "project": "belt_perception", - "approved_run_name": "real-rgbd-preflight-20260923", - "approved_payload": "REAL_RGBD_scalars_guide", - "approved_entity": "serialexperimentsleon", - "approved_project": "belt_perception", - "init_timeout_s": 10.0, - "shutdown_timeout_s": 2.0, - "run_config": { - "diagnostic_lane": "REAL_RGBD", - "cma_manifest": { - "schema": "real_rgbd_source_cma_run_v1", - "plan": "docs/plans/phystwin_real_rgbd_single_trajectory_plan.md R5, \u00a76.3", - "fitting_observations": { - "path": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/tiny_observations.npz", - "sha256": "c370252569cd90f007ce3ae45bf2aa698c401ecf08127aff932ca2c75531cbdd", - "origin_ns": 1790045828176911549, - "num_samples": 4, - "chamfer_denominator": 1043, - "tracking_denominator": 994 - }, - "populations": { - "N": 1147, - "S": 1147, - "A": 1147, - "C": 30 - }, - "grid": { - "F": 4, - "K": 3, - "origin_ns": 1790045828176911549 - }, - "clock": { - "period_s": "1/30", - "num_substeps": 667, - "substep_dt_s": 4.9975012493753125e-05, - "consumed_substep_dt_f32": 4.997501309844665e-05, - "consumed_interval_minus_period_s": 4.0333058374623455e-10, - "transitions": 3, - "consumed_total_minus_period_total_s": 1.2099917512387038e-09, - "source_literal_period_s_not_used": 0.033350000000000005 - }, - "protocol": { - "source": "U cma_optimize_warp.py optimize/error_func @81c71879; configs/real.yaml", - "dimension": 12, - "bounds": [ - 0.0, - 1.0 - ], - "coordinates": [ - [ - "spring_y", - [ - 0, - 100000.0 - ] - ], - [ - "object_radius_m", - [ - 0.01, - 0.05 - ] - ], - [ - "object_max_neighbours", - [ - 10, - 50 - ] - ], - [ - "controller_radius_m", - [ - 0.01, - 0.08 - ] - ], - [ - "controller_max_neighbours", - [ - 10, - 80 - ] - ], - [ - "ground_restitution", - "direct" - ], - [ - "ground_friction", - [ - 0, - 2 - ] - ], - [ - "object_restitution", - "direct" - ], - [ - "object_friction", - [ - 0, - 2 - ] - ], - [ - "collision_distance_m", - [ - 0.01, - 0.05 - ] - ], - [ - "drag_damping", - [ - 0, - 20 - ] - ], - [ - "dashpot_damping", - [ - 0, - 200 - ] - ] - ], - "center": [ - 0.3, - 0.25, - 0.5, - 0.4285714285714285, - 0.5714285714285714, - 0.5, - 0.15, - 0.7, - 0.15, - 0.25, - 0.15, - 0.5 - ], - "sigma": 0.16666666666666666, - "seed": 42, - "population_size": 11, - "sampler": "private numpy RandomState(42).randn (parity with U's globally seeded default)", - "backend": "pycma_4_4_4_serial_ask_tell_v1", - "max_generations": 1, - "stopping": "es.stop() at every loop head, honoured after the first generation; else max_generations", - "score": "mean over K of compute_final_loss(C, T, A), fresh history per ask (U total_loss / (train_frame - 1))", - "told_failures": "+inf only for a physical nonfinite dynamics endpoint; other errors stop the run", - "object_collision": "inactive (self_collision=False, no object masks); its three coordinates have no effect" - }, - "execution": { - "device": "cuda:0", - "transition": { - "forward_reduction": "atomic", - "backward_reduction": "atomic", - "capture": true - }, - "objective": "R4 SourceWarpObjective stage cma (captured on CUDA, eager on CPU)" - }, - "execution_identity": { - "belt_perception_source": { - "sha256": "8ed07f17080b467930c4c66280f3e69000afc3f1b16d54b98c5746a0e8c8f89e", - "files": 777 - }, - "versions": { - "warp-lang": "1.16.0", - "torch": "2.11.0+cu128", - "cma": "4.4.4", - "numpy": "2.4.4", - "open3d": "0.19.0" - }, - "python": "3.11.14", - "torch_cuda": "12.8", - "device_name": "NVIDIA GeForce RTX 4090" - }, - "code_revision": { - "head": "0a0403f3a4d61e6b1316672a24b8a7e6371bec78", - "dirty": false - } - }, - "winner_summary": "committed later as config/ event", - "derived_observations": { - "view_serials": [ - "12540311", - "12933256", - "17736741", - "23007103" - ], - "view_aliases": { - "view_00": "12540311", - "view_01": "12933256", - "view_02": "17736741", - "view_03": "23007103" - }, - "physics_frame": "table", - "rate_hz": 30, - "F": 4, - "K": 3, - "N": 1147, - "C": 30, - "D_V": 1043, - "D_M": 994 - }, - "adam_source_defaults": { - "lr": 0.001, - "betas": [ - 0.9, - 0.99 - ], - "eps": 1e-08, - "complete_traversals": 500, - "actual_stage_manifest": "committed later as config/ event" - }, - "destination": "serialexperimentsleon/belt_perception", - "payload_scope": "metrics/config/Markdown-guide-only" - }, - "notes": "" -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/scalars.jsonl b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/scalars.jsonl deleted file mode 100644 index 9662225dd0ee0505f94f1a563d1437260ebbedb2..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/telemetry-collector/telemetry/scalars.jsonl +++ /dev/null @@ -1,66 +0,0 @@ -{"kind": "real_coverage", "epoch": 0.0, "adam_step": 0, "scalars": 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b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/tiny_observations.npz deleted file mode 100644 index 0e8e101e2e1a3e1329629c070dd8432f70032e3b..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/tiny_observations.npz +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c370252569cd90f007ce3ae45bf2aa698c401ecf08127aff932ca2c75531cbdd -size 3625781 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/wandb_readback.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/wandb_readback.json deleted file mode 100644 index 6b71b9c4b4f7a70fba450fac8e42c6cfd0afc116..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/preflight/wandb_readback.json +++ /dev/null @@ -1,63 +0,0 @@ -{ - "url": "https://wandb.ai/serialexperimentsleon/belt_perception/runs/ec45419db5b8489f", - "id": "ec45419db5b8489f", - "remote_rows": 64, - "last_history_step": 63, - "cma_issues": [ - 0, - 1, - 2, - 3, - 4, - 5, - 6, - 7, - 8, - 9, - 10 - ], - "cma_results": [ - 0, - 1, - 2, - 3, - 4, - 5, - 6, - 7, - 8, - 9, - 10 - ], - "adam_updates": [ - 1, - 2, - 3, - 4, - 5, - 6 - ], - "frozen_candidates": [ - 0, - 0, - 1, - 1, - 2, - 2, - 2, - 2 - ], - "frozen_source_updates": [ - 0, - 0, - 3, - 3, - 6, - 6 - ], - "guide_files": [ - "metric_notes.md" - ], - "config_lane": "REAL_RGBD", - "config_payload": "REAL_RGBD_scalars_guide" -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/qualify_handoff.py b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/qualify_handoff.py deleted file mode 100644 index e8e52e240cdd1b93ce3939b4dae702263b509e26..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/qualify_handoff.py +++ /dev/null @@ -1,78 +0,0 @@ -"""Qualify the final exact R5 model on full-session CUDA aggregate repeatability.""" -from pathlib import Path -import json -import math -import os -import shutil - -from belt_perception.real_rgbd.cma import verify_source_handoff -from belt_perception.utils.json_io import read_json, write_json - -ROOT = Path("/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923") -CMA = ROOT / "cma" -FITTING = ROOT.parent / "fitting_run2/fitting_observations.npz" -DIAGNOSTIC = CMA / "handoff_fixture_threshold_diagnostic" -FINAL = CMA / "handoff" -RELATIVE_AGGREGATE_LIMIT = 0.005 # predeclared from full center repeatability - - -def rel(reference: float, measured: float) -> float: - if reference == 0: - return 0.0 if measured == 0 else math.inf - return abs(measured - reference) / abs(reference) - - -if FINAL.exists(): - report = read_json(FINAL / "report.json") - if report.get("qualification", {}).get("mode") != "real_session_cuda_aggregate_v1" or report["passed"] is not True: - raise RuntimeError("existing final handoff has a different or failed qualification") - print(json.dumps({"passed": True, "report": str(FINAL / "report.json")}), flush=True) - raise SystemExit(0) - -if not DIAGNOSTIC.exists(): - summary = verify_source_handoff( - CMA / "winner/model", CMA / "winner/rollout.npz", FITTING, - device="cuda:0", output_dir=DIAGNOSTIC) - print("R5 fixture-threshold diagnostic:", json.dumps(summary), flush=True) - -report = read_json(DIAGNOSTIC / "report.json") -scored = report["scored"] -metrics = { - "cma_total_relative": rel(scored["score"], report["cma"]["score"]), - "cma_observation_relative": rel(scored["observation_score"], report["cma"]["observation_score"]), - "frozen_observation_relative": rel(scored["observation_score"], report["frozen"]["observation_score"]), - "adam_observation_relative": rel(scored["observation_score"], report["adam"]["observation_score"]), - "frozen_adam_relative": rel(report["frozen"]["observation_score"], report["adam"]["observation_score"]), -} -complete = scored["completed_transitions"] == 491 and all( - report[stage]["completed_transitions"] == 491 for stage in ("frozen", "cma", "adam")) -identity = report["settings_exact"] is True and bool(report["model_sha256"]) -inactive_a = report["frozen"]["acceleration_all_zero"] and report["adam"]["acceleration_all_zero"] -passed = complete and identity and inactive_a and all( - math.isfinite(value) and value <= RELATIVE_AGGREGATE_LIMIT for value in metrics.values()) -qualification = { - "mode": "real_session_cuda_aggregate_v1", - "bound_fixed_before_winner": True, - "relative_aggregate_limit": RELATIVE_AGGREGATE_LIMIT, - "relative_differences": metrics, - "complete_491_transitions": complete, - "exact_saved_settings_and_model": identity, - "frozen_and_adam_acceleration_zero": inactive_a, - "fixture_pathwise_passed": report["passed"], - "pathwise_differences_are_diagnostic": True, - "evidence": str(ROOT / "preflight/handoff_qualification.md"), - "passed": passed, -} -write_json(CMA / "handoff_qualification.json", qualification, atomic=True) -if not passed: - raise RuntimeError("final winner failed the predeclared real-session CUDA aggregate handoff check") -partial = CMA / ".handoff_qualified.partial" -if partial.exists(): - shutil.rmtree(partial) -shutil.copytree(DIAGNOSTIC, partial) -qualified = {**report, "passed": True, "qualification": qualification} -write_json(partial / "report.json", qualified, atomic=True) -os.replace(partial, FINAL) -print(json.dumps({"passed": True, "metrics": metrics, - "report": str(FINAL / "report.json"), - "fixture_pathwise_passed": report["passed"]}), flush=True) diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/cma_rollout.npz b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/cma_rollout.npz deleted file mode 100644 index 12eddd9002dfaf9f913191e5553db735e874e17c..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/cma_rollout.npz +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1d0d160a8527acf3892fb70f9fa88fb89c28391e55fb11d10b7d4f71cb16ed9a -size 15834040 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/frozen_rollout.npz b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/frozen_rollout.npz deleted file mode 100644 index 2db796a0c5187344d82c0fb56496f4ce33967fb9..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/frozen_rollout.npz +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dee15d5758d27776d8da142eb8cddb1a403fc6db6caa19c259267a42d7101b48 -size 15834068 diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/report.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/report.json deleted file mode 100644 index 91836120b27204169b91c7088c9fe62e69568ac2..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/replay_best/report.json +++ /dev/null @@ -1,99 +0,0 @@ -{ - "kind": "independent replay of a saved model (a new realization, not an observed selection score)", - "model": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam/BEST/model", - "model_sha256": "bf2fcb1fa5a51f6a591cc96ddd260401c6e2ef362dd6490151715c6b60afd633", - "origin": { - "adam_initialization": { - "ask_index": 3, - "generation": 90, - 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arrays", - "stage": "adam_traversal", - "traversal": 500, - "updates": 245500 - }, - "bundle": { - "sha256": "13e67f07cc19de582b31712811c65a7f5a258076e21783ee77d2cb91046617ca", - "origin_ns": 1790045828176911549, - "num_samples": 492, - "chamfer_denominator": 1043, - "tracking_denominator": 994 - }, - "frozen_coefficients": { - "drag_damping": 19.998157645605755, - "dashpot_damping": 199.43911270881844 - }, - "effective_coefficients": { - "spring_y_min_max": [ - 1.2780338525772095, - 100000.0 - ], - "ground_friction": 0.0, - "ground_restitution": 1.0 - }, - "observed_selection_record": null, - "device": "cuda:0", - "frozen": { - "stage": "frozen", - "completed_transitions": 491, - "num_transitions": 491, - "score": 0.0003382159965923682, - "observation_score": 0.0003382159965923682, - "physical_failure": null, - "execution": { - "device": "cuda:0", - "transition_capture": true, - "objective_capture": true, - "wall_time_s": 6.460961819975637, - "workspace_reused": false, - "dynamics_graph_builds": 1, - "loss_graph_builds": 1, - "loss_host_readbacks": 982, - "warp_version": "1.16.0" - }, - "coverage": { - "visible_min": 203, - "motion_valid_min": 125 - } - }, - "cma": { - "stage": "cma", - "completed_transitions": 491, - "num_transitions": 491, - "score": 0.00036884888770012696, - "observation_score": 0.00033821598536538775, - "physical_failure": null, - "execution": { - "device": "cuda:0", - "transition_capture": true, - "objective_capture": true, - "wall_time_s": 6.440399015991716, - "workspace_reused": false, - "dynamics_graph_builds": 1, - "loss_graph_builds": 1, - "loss_host_readbacks": 982, - "warp_version": "1.16.0" - }, - "coverage": { - "visible_min": 203, - "motion_valid_min": 125 - } - } -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/run_cma.py b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/run_cma.py deleted file mode 100644 index 8618da790f5babc7a5c1efea31a14810f546af11..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/run_cma.py +++ /dev/null @@ -1,14 +0,0 @@ -from pathlib import Path -import json -from belt_perception.real_rgbd.cma import run_source_cma - -root = Path("/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923") -fitting = root.parent / "fitting_run2/fitting_observations.npz" -run = root / "cma" -result = run_source_cma(run, fitting, device="cuda:0", max_generations=100, - resume=(run / "manifest.json").exists(), verify_handoff=False) -print(json.dumps({"status": result["status"], "stop_reason": result["stop_reason"], - "completed_generations": result["completed_generations"], - "told_asks": result["told_asks"], "champion": result["champion"]}, indent=2), flush=True) -if result["status"] != "winner": - raise SystemExit("CMA reached a terminal no-finite-candidate outcome") diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status.json deleted file mode 100644 index d09d766a36a7485d0bec310612fad51ff482952e..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status.json +++ /dev/null @@ -1,99 +0,0 @@ -{ - "updated_utc": "2026-09-23T16:48:58Z", - "stage": "complete", - "code_sha": "0a0403f3a4d61e6b1316672a24b8a7e6371bec78", - "worktree": "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923", - "input": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/fitting_run2/fitting_observations.npz", - "input_sha256": "13e67f07cc19de582b31712811c65a7f5a258076e21783ee77d2cb91046617ca", - "input_counts": { - "F": 492, - "K": 491, - "N": 1147, - "C": 30, - "D_V": 1043, - "D_M": 994 - }, - "budget": { - "cma_generation_cap": 100, - "cma_population": 11, - "adam_traversals": 500, - "updates_per_traversal": 491, - "adam_updates": 245500, - "frozen_candidates": 501 - }, - "cma": { - "issued_generations": 100, - "committed_generations": 100, - "issued_asks": 1100, - "scored_asks": 1100, - "told_asks": 1100, - "stop_reason": "max_generations", - "center_saved": true, - "handoff_passed": true, - "handoff_report": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/cma/handoff/report.json" - }, - "adam": { - "committed_updates": 245500, - "committed_traversals": 500, - "latest_continuation": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/adam/continuation/u000245500.npz", - "training_complete": true - }, - "frozen": { - "produced": 501, - "scored": 501, - "pending": 0, - "best_selected": true - }, - "telemetry": { - "run_id": "8492d7a9f68a4caf", - "run_url": "https://wandb.ai/serialexperimentsleon/belt_perception/runs/8492d7a9f68a4caf", - "submitted_records": 278997, - "delivery": "active", - "acknowledgement": "sdk_submission_only", - "uncertain_records": 0, - "local_journal": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/telemetry-collector/telemetry/scalars.jsonl", - "local_records": 278997, - "remote_last_history_step": 278996, - "remote_tail_reaches_local": true, - "remote_readback": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/wandb_final_readback.json", - "finalization": "pending" - }, - "processes": { - "collector": { - "pid": 869854, - "dead": true, - "command": "uv" - }, - "status": { - "pid": 906672, - "dead": true, - "command": "uv" - } - }, - "blocker": null, - "telemetry_issue": "All local rows reached the remote history tail and selected source rows were read back; SDK finish not confirmed after 2 s publisher shutdown timeout.", - "runtime": { - "cma_elapsed_s": 18932.50589776039, - "cma_scored_asks_per_min": 3.4860678431272762, - "disk_available_bytes": 133310742528 - }, - "errors": [], - "preflight": { - "identity": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/identity.json", - "wandb_readback": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/preflight/wandb_readback.json" - }, - "launch": { - "cma": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/launch_cma.sh", - "continuation": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/launch_continuation.sh", - "collector": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/launch_collector.sh", - "evaluator": "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/launch_evaluator.sh", - "tmux_socket": "real_rgbd_fit_20260923" - }, - "audit_readiness": { - "scientific_run_complete": true, - "report": "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923/docs/experiments/phystwin_real_rgbd_single_trajectory.md", - "independent_audit_pending": true, - "report_commit": "6cdffda9", - "report_pr": "https://github.com/leonmkim/belt_perception/pull/938" - } -} diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status_monitor.log b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status_monitor.log deleted file mode 100644 index 171a5bce40c369c1e9208788bf20effe36875c1c..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status_monitor.log +++ /dev/null @@ -1,5 +0,0 @@ -Traceback (most recent call last): - File "/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923/status_monitor.py", line 107, in - "tmux_socket": "real_rgbd_fit_20260923"}, -^^^ -KeyboardInterrupt diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status_monitor.py b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status_monitor.py deleted file mode 100644 index a7962522f42dfe40b64cfb4a943f0e9940cd3bf0..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/status_monitor.py +++ /dev/null @@ -1,118 +0,0 @@ -"""Read-only campaign status from committed scientific records and process state.""" -from pathlib import Path -import json -import os -import subprocess -import time - -ROOT = Path("/mnt/data2/magna/belt_perception/results/phystwin_real_rgbd/session_20260921_225630_786148/full_fit_20260923") -CMA, ADAM = ROOT / "cma", ROOT / "adam" -FIT = ROOT.parent / "fitting_run2/fitting_observations.npz" -WORKTREE = "/mnt/data0/magna/belt_perception_wt_real_rgbd_full_fit_20260923" -SHA = "0a0403f3a4d61e6b1316672a24b8a7e6371bec78" - - -def read(path): - try: - return json.loads(path.read_text()) - except (OSError, ValueError): - return None - - -def pane_status(): - completed = subprocess.run( - ["tmux", "-L", "real_rgbd_fit_20260923", "list-panes", "-a", - "-F", "#{window_name} #{pane_pid} #{pane_dead} #{pane_current_command}"], - capture_output=True, text=True) - out = {} - if completed.returncode == 0: - for line in completed.stdout.splitlines(): - name, pid, dead, command = line.split(maxsplit=3) - out[name] = {"pid": int(pid), "dead": dead == "1", "command": command} - return out - - -def snapshot(): - manifest = read(CMA / "manifest.json") - result = read(CMA / "result.json") - handoff = read(CMA / "handoff/report.json") - adam_manifest = read(ADAM / "manifest.json") - best = read(ADAM / "best.json") - delivery = read(ROOT / "telemetry-collector/telemetry/delivery.json") - issued = len(list((CMA / "generations").glob("g*/issued.npy"))) - scored = len(list((CMA / "generations").glob("g*/a*/record.json"))) - told = len(list((CMA / "generations").glob("g*/told.json"))) - continuations = sorted((ADAM / "continuation").glob("u*.npz")) - committed = int(continuations[-1].stem[1:]) if continuations else 0 - ready = len(list((ADAM / "snapshots").glob("c*/ready.json"))) - evaluated = len(list((ADAM / "evaluations").glob("c*/result.json"))) - errors = sorted((CMA / "generations").glob("g*/*_error_*.json")) - errors += sorted((ADAM / "evaluations").glob("c*/error_*.json")) - errors += sorted(ADAM.glob("training_error_*.json")) - if best: stage = "complete" - elif (ADAM / "training_complete.json").exists(): stage = "evaluation" - elif adam_manifest: stage = "adam" - elif handoff and handoff.get("passed"): stage = "handoff_passed" - elif result: stage = "handoff" - else: stage = "cma" - start = manifest and (CMA / "manifest.json").stat().st_mtime - elapsed = time.time() - start if start else None - available = os.statvfs(ROOT).f_bavail * os.statvfs(ROOT).f_frsize - processes = pane_status() - blocker = None - if stage == "cma" and not Path("/proc/869004").exists(): - blocker = "CMA runner exited before result; inspect cma.log and committed asks" - elif stage in {"handoff", "handoff_passed", "adam", "evaluation"} and "continuation" not in processes: - blocker = "campaign continuation exited before BEST; inspect continuation.log" - telemetry_issue = None - if "collector" not in processes: - telemetry_issue = "collector absent; local science records remain authoritative" - elif delivery and delivery.get("delivery") not in {"active", "initializing"}: - telemetry_issue = f"publisher delivery {delivery.get('delivery')}; inspect local journal and ledger" - return { - "updated_utc": time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime()), - "stage": stage, - "code_sha": SHA, "worktree": WORKTREE, - "input": str(FIT), "input_sha256": "13e67f07cc19de582b31712811c65a7f5a258076e21783ee77d2cb91046617ca", - "input_counts": {"F": 492, "K": 491, "N": 1147, "C": 30, "D_V": 1043, "D_M": 994}, - "budget": {"cma_generation_cap": 100, "cma_population": 11, - "adam_traversals": 500, "updates_per_traversal": 491, - "adam_updates": 245500, "frozen_candidates": 501}, - "cma": {"issued_generations": issued, "committed_generations": told, - "issued_asks": issued * 11, "scored_asks": scored, - "told_asks": told * 11, "stop_reason": result and result.get("stop_reason"), - "center_saved": (CMA / "center/record.json").exists(), - "handoff_passed": handoff and handoff.get("passed"), - "handoff_report": str(CMA / "handoff/report.json") if handoff else None}, - "adam": {"committed_updates": committed, "committed_traversals": committed // 491, - "latest_continuation": str(continuations[-1]) if continuations else None, - "training_complete": (ADAM / "training_complete.json").exists()}, - "frozen": {"produced": ready, "scored": evaluated, "pending": max(ready-evaluated,0), - "best_selected": bool(best)}, - "telemetry": {"run_id": delivery and delivery.get("run_id"), - "run_url": "https://wandb.ai/serialexperimentsleon/belt_perception/runs/" + delivery["run_id"] if delivery else None, - "submitted_records": delivery and delivery.get("submitted_records"), - "delivery": delivery and delivery.get("delivery"), - "acknowledgement": delivery and delivery.get("acknowledgement"), - "uncertain_records": delivery and len(delivery.get("uncertain_records", [])), - "local_journal": str(ROOT / "telemetry-collector/telemetry/scalars.jsonl")}, - "processes": processes, "blocker": blocker, "telemetry_issue": telemetry_issue, - "runtime": {"cma_elapsed_s": elapsed, "cma_scored_asks_per_min": scored * 60 / elapsed if elapsed and elapsed > 0 else None, - "disk_available_bytes": available}, - "errors": [str(p) for p in errors[-5:]], - "preflight": {"identity": str(ROOT / "preflight/identity.json"), - "wandb_readback": str(ROOT / "preflight/wandb_readback.json")}, - "launch": {"cma": str(ROOT / "launch_cma.sh"), "continuation": str(ROOT / "launch_continuation.sh"), - "collector": str(ROOT / "launch_collector.sh"), "evaluator": str(ROOT / "launch_evaluator.sh"), - "tmux_socket": "real_rgbd_fit_20260923"}, - } - - -while True: - data = snapshot() - tmp = ROOT / ".status.json.tmp" - tmp.write_text(json.dumps(data, indent=2) + "\n") - os.replace(tmp, ROOT / "status.json") - if data["stage"] == "complete": - break - time.sleep(30) diff --git a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/wandb_final_readback.json b/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/wandb_final_readback.json deleted file mode 100644 index 965f9bab4bd9eba2f824ca26bd51aee233192263..0000000000000000000000000000000000000000 --- a/sessions/session_20260921_225630_786148/runs/lab-a-initial-20260923/native/wandb_final_readback.json +++ /dev/null @@ -1,1266 +0,0 @@ -{ - "checked_utc": "2026-09-23T16:44:31.972925+00:00", - "run_id": "8492d7a9f68a4caf", - "state": "running", - "lastHistoryStep": 278996, - "local_records": 278997, - "remote_tail_reaches_local": true, - "config_keys": [ - "payload", - "destination", - "cma_manifest", - "adam_manifest", - "payload_scope", - "winner_summary", - "diagnostic_lane", - "adam_source_defaults", - "derived_observations" - ], - "guide_files": [ - "metric_notes.md" - ], - "sample_rows": { - "real_cma_issue": { - "step": 493, - "remote": { - "cma/result/normalized/object_restitution": null, - "adam/parameters/inactive_object_restitution/host_clamp_changed": null, - "cma/center/normalized/collision_distance_m": null, - "adam/parameters/inactive_object_restitution/gradient_l2": null, - "adam/update/source_update_before": null, - "health/service_active": null, - "cma/issue/active/object_friction": 0, - "cma/center/normalized/controller_radius_m": null, - "cma/generation/winner/decoded/object_max_neighbours": null, - "adam/update/interval": null, - "cma/result/score": null, - "coverage/view_00/motion_valid_fraction": null, - "cma/generation/winner/decoded/spring_y": null, - "adam/parameters/object/host_saturation_fraction": null, - "frozen/candidate/pending": null, - "cma/center/isolated_object_nodes": null, - "adam/parameters/attachment/host_cap_changed_count": null, - "cma/generation/champion/decoded/collision_distance_m": null, - "cma/center/T": null, - "frozen/candidate/T": null, - "cma/generation/winner/normalized/dashpot_damping": null, - "cma/result/normalized/dashpot_damping": null, - "cma/center/C_plus_T": null, - "cma/generation/champion/decoded/object_restitution": null, - "cma/center/active/drag_damping": null, - "cma/generation/champion/normalized/object_max_neighbours": null, - "coverage/view_03/motion_valid_fraction": null, - "config/D_M": null, - "cma/issue/decoded/ground_friction": 0.8264174321070958, - "cma/generation/champion_score": null, - "frozen/candidate/C_plus_T": null, - "adam/update/gradient_l2": null, - "adam/update/record/checkpoint_parent_update": null, - "cma/issue/normalized/controller_radius_m": 0.6824129109714647, - "cma/center/A": null, - "cma/issue/active/controller_radius_m": 1, - "cma/issue/decoded/object_friction": 0.143503321552676, - "cma/generation/champion/normalized/ground_restitution": null, - "cma/center/attachments/hand_B": null, - "adam/parameters/attachment/host_nonfinite_count": null, - "cma/generation/winner/decoded/drag_damping": null, - "cma/center/active/object_friction": null, - "adam/update/motion_valid_count": null, - "adam/update/record/committed": null, - "coverage/view_02/visible_fraction": null, - "coverage/view_00/visible_fraction": null, - "adam/update/record/invocation": null, - "adam/parameters/attachment/finite_update_l2": null, - "adam/update/A": null, - "cma/issue/global_ask_index": 0, - "cma/result/active/object_radius_m": null, - "cma/center/active/object_restitution": null, - "cma/generation/champion/decoded/ground_restitution": null, - "cma/center/active/ground_restitution": null, - "_runtime": 0.234822959, - "cma/center/attachment_springs": null, - "adam/parameters/attachment/log_nonfinite_count": null, - "cma/center/observation_score": null, - "health/lag_candidates": null, - "cma/issue/decoded/ground_restitution": 0.4609763608577897, - "cma/result/global_ask_index": null, - "cma/center/decoded/object_restitution": null, - "cma/center/decoded/collision_distance_m": null, - "config/planned_updates": null, - "frozen/candidate/claimed": null, - "adam/parameters/attachment/host_effective_max_n": null, - "cma/center/active/controller_radius_m": null, - "adam/update/lr": null, - "cma/center/object_springs": null, - "cma/result/T": null, - "cma/result/C_plus_T": null, - "adam/parameters/attachment/host_effective_mean_n": null, - "cma/result/record/ordinal": null, - "cma/generation/champion/normalized/dashpot_damping": null, - "frozen/candidate/is_terminal": null, - "cma/generation/champion/decoded/object_radius_m": null, - "cma/center/expected_transitions": null, - "adam/parameters/ground_friction/host_effective": null, - "cma/generation/winner/normalized/object_radius_m": null, - "cma/generation/winner/normalized/controller_max_neighbours": null, - "cma/issue/decoded/controller_max_neighbours": 47, - "progress/frozen_candidate": null, - "health/collector_backlog_bytes": null, - "cma/generation/winner/normalized/spring_y": null, - "_timestamp": 1790160156.4014778, - "adam/update/capture_s": null, - "cma/center/normalized/object_max_neighbours": null, - "cma/result/decoded/object_restitution": null, - "adam/parameters/attachment/log_finite_mean": null, - "cma/issue/normalized/object_radius_m": 0.2269558537877267, - "cma/result/told": null, - "health/pending": null, - "cma/generation/winner/decoded/object_radius_m": null, - 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"archived_native_records": { - "archives": 25, - "history_archives": 25, - "history_members": 9754, - "index": "archives/members.json", - "member_bytes": 5640389415, - "members": 9754, - "rule": "Owner decision D25 (2026-11-01): the Hub refuses repositories above 20,000 files, so this run's per-step history (CMA generations and candidates, Adam snapshots, continuation states, update rows and frozen scores; or Deform360 pass states, records and scores) is published inside these uncompressed tar archives, up to 256 MiB of members each. Member bytes are unchanged and checkpoints.tsv still lists every file with its sha256; extract each member to /native/ to restore the native layout (scripts/phystwin_publish.py fetch extracts the members a checkpoint needs, and --all-checkpoints extracts all)." - }, "capabilities": { "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", "extend_completed_budget": "not supported: the native protocols refuse to extend a finished run's horizon", @@ -121,6 +112,55 @@ } } }, + "containers": { + "categories": { + "adam_continuation": { + "containers": 2, + "member_bytes": 1384424536, + "members": 2950 + }, + "adam_snapshot": { + "containers": 1, + "member_bytes": 420521873, + "members": 1503 + }, + "cma_candidate": { + "containers": 4, + "member_bytes": 3828678503, + "members": 4400 + }, + "cma_generation_state": { + "containers": 1, + "member_bytes": 6171263, + "members": 400 + }, + "frozen_score": { + "containers": 1, + "member_bytes": 593240, + "members": 501 + }, + "logs": { + "containers": 1, + "member_bytes": 43442, + "members": 9 + }, + "records": { + "containers": 1, + "member_bytes": 250656755, + "members": 243 + } + }, + "containers": 11, + "encoded_bytes": 5899100160, + "index": "containers/index.json", + "index_sha256": "a07ae8cefcd84cd0a9e306f06de490217c0487d79021960d645cb6c24978e3a6", + "individual_payload_files": 16, + "member_bytes": 5891089612, + "members": 10006, + "package_files": 32, + "rule": "Scaling plan \u00a73.2 (owner D30, 2026-11-01): run.json, checkpoints.tsv, dependencies.json, README.md, this index, every BEST/FINAL export component (preflight copies included) and every file whose own container would exceed 1 GiB stay individual files. 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