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arborist/bench
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russell@unturf.com 88d90ad8a2
feat(#000057): bench/watt_probe.py — stdlib-only remote power probe (worker side) 
Splits the power-sampling half out for the laptop-driver / worker-
reporter architecture (fox 2026-05-20): don't ship shards to the tight-
on-disk GPU boxes; instead drive the benchmark FROM the laptop (which
holds the shards + judge + workload loop) and have the worker boxes
just serve the model and REPORT their own power.

Power sampling must run on the box (nvidia-smi + RAPL are host-local),
but nothing else does. watt_probe.py is stdlib-only — python3 +
nvidia-smi + readable RAPL, no venv, no arborist, no shards. Copy it to
the worker and run; it samples GPU power (nvidia-smi, trapezoid-
integrated to joules) + CPU package energy (RAPL energy-diff) over a
window and emits the same energy schema watt_bench's local samplers
produce. Two window modes: --duration (fixed) or --until-file (laptop
touches a stop-file — the workload-correlated mode). Records
gpu_util_mean_pct so live-traffic contamination can be detected.

Takes only the top-level RAPL package (intel-rapl:N, single colon),
not the :N:M core/uncore subdomains, so no double-count.

Verified on the 4090: scp'd to /tmp, ran with no install, real readings
(GPU 20.2W idle @ 0% util, CPU 82W, joules computed, 6 samples / 3.2s).

Next: laptop-side orchestration in watt_bench (--remote-gpu-host) that
SSH-starts this probe for each cell's window while the driver runs
retrieval + judge locally and drives the worker's LLM endpoint.
2026-05-20 16:30:12 -04:00
..
batteries #000025 §10.11 + §10.13 + §10.14 — close the 5F battery 2026-05-11 07:41:37 -04:00
fixtures #000052 §3.2.2 step 3 part B: real-context MIS-CITE fixtures (n=20) — bge-large catches 100% of mis-cite at strictly 0% real-STRICT FP (the Zionist failure mode is fully covered with margin) 2026-05-13 15:27:58 -04:00
results #000052 §3.2.2 step 3 part C: multi-signal combination experiment — does NOT lift precision/recall on §3.2's failure shapes; clean architectural finding that lexical sidecars + relevance reranker cover NON-OVERLAPPING failure modes 2026-05-13 15:30:39 -04:00
scripts feat(#000049 §7 #28): tinygrad NLI backend + deterministic engine-agreement A/B; ONNX-immunity rationale 2026-05-19 12:34:04 -04:00
analyze_judge_disagreement.py feat(#000057): reconcile code judge against Opus — 4 calibrated rules 2026-05-19 18:14:38 -04:00
control_ab.py feat(#000057): --judge {code,opus} switch in control sweep/AB, default=code 2026-05-19 17:42:49 -04:00
control_sweep.py fix(#000057): raise reasoning-ref max_tokens to 8192 — the real empty-output cause 2026-05-20 12:03:39 -04:00
emergent_log.jsonl #000006 — +30 emergent cycles (2026-05-12); verifier-ladder health re-confirmed 2026-05-12 11:28:57 -04:00
es_delta.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
es_join_patterns.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
es_roundtrip_analysis.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
judge.py feat(#000057): fail-closed Opus judge gate — ARBORIST_JUDGE_ENABLE=1 to run 2026-05-19 17:26:06 -04:00
judge_code.py fix(#000057): code judge — short-entity-grounded fast path runs before NLI contradiction 2026-05-19 20:03:21 -04:00
make_es_questions.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
make_lang_questions.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
mine_questions.py fix(#000057): solo arm never ran — chat_completion(model=) was omitted 2026-05-19 11:49:30 -04:00
prometheus_sigma_trigger_probe.py #000012 Phase 1c follow-through: wire #000037 §12 Trigger 1 probe to fork_score_branches 2026-05-11 06:56:09 -04:00
qa_questions.txt aborist/arborist 2026-05-07 09:31:49 -04:00
qa_questions_accent.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_accent_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_amp.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_amp_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_brit.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_brit_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_canonical_witness_npower.txt three-thread session output: stale TODOs, N-power probe, ForkScore Phase 1c 2026-05-10 07:46:35 -04:00
qa_questions_es.txt feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_es_map.json feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_fr.txt feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_fr_map.json feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_honorific.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_honorific_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_hyphen.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_hyphen_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_metacog_subset.txt qa(#000011 + 4 more): SOFT_PREFLIGHT_HINT impl + 5-task fan-out 2026-05-03 23:00:56 -04:00
qa_questions_numeral.txt fix(#000057): restore numeral fixture clobbered by b573c59 (40 entries, not 5) 2026-05-19 11:12:12 -04:00
qa_questions_numeral_map.json fix(#000057): restore numeral fixture clobbered by b573c59 (40 entries, not 5) 2026-05-19 11:12:12 -04:00
qa_questions_progressive_and.txt bench: progressive-AND fixture + 2026-05-09 A/B baseline report 2026-05-10 06:35:18 -04:00
qa_questions_quantifier_baseline.txt bench(#000008): harness extension — FC rate, violation kinds, raw brackets 2026-05-02 18:35:08 -04:00
qa_questions_quantifier_subset.txt ticket(#000008): §12 dry-run bench findings + --policy harness flag 2026-05-03 08:39:20 -04:00
qa_questions_smoke.txt speed: pytest-xdist, bench smoke, concurrency default; UTF surrogate fix 2026-05-02 09:29:40 -04:00
qa_questions_stale.txt feat(#000057): parallel + incremental + huge-N control sweep 2026-05-19 13:00:45 -04:00
qa_questions_stale_map.json feat(#000057): parallel + incremental + huge-N control sweep 2026-05-19 13:00:45 -04:00
qa_questions_warrant_chain_aggressive.txt bench: aggressive warrant fixture confirms Phase 3 is rescue-only, not default-path 2026-05-10 09:53:21 -04:00
qa_questions_warrant_chain_paraphrase.txt bench: Phase 3 paraphrase fixture investigation — empirically dormant on current corpus 2026-05-10 10:06:23 -04:00
qa_questions_warrant_chain_probe.txt bench: #000031 Phase 3 A/B finds mechanism dormant on warrant-targeted fixture 2026-05-10 09:37:27 -04:00
qa_sweep.py bench/qa_sweep: scrub lone surrogates from the NLI-shadow answer_text/context fields before json.dumps 2026-05-12 17:04:33 -04:00
recall_at_k.py feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
run.sh aborist/arborist 2026-05-07 09:31:49 -04:00
score_with_code_judge.py feat(#000057): bench/score_with_code_judge.py — code-judge rescore tool 2026-05-19 17:46:52 -04:00
watt_bench.py feat(#000057): CPU wattage (RAPL) in watt_bench + expanded cost/quality matrix doc 2026-05-20 14:45:49 -04:00
watt_probe.py feat(#000057): bench/watt_probe.py — stdlib-only remote power probe (worker side) 2026-05-20 16:30:12 -04:00