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docs: add cache-aware ASR stream-boundary reference - #301
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Extend the existing benchmark-design method with pinned NeMo source guidance for startup geometry, decoded progress, slot reuse, reset and EOU/EOF. Keep native test definitions and author reports separate from execution. Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
Refresh the standard knowledge index and coverage view from committed canonical sources, preserving all registered IDs and evidence states. Agent-assisted-by: Codex / gpt-6.1-sol [effort=max] (author) Signed-off-by: Dong1017 <55723162+Dong1017@users.noreply.github.com>
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Skill evaluationPLANNED: not executed; there are no task outcomes yet.
Author verification steps (nonpaid; not yet run)
python tools/build_skill_index.py --source-revision 1e57c434b98137d3e517e15a65163b0e217d2116 --checkThe declared source pin matches this head's canonical library bytes. The command has not run: retain its exit code and full drift/success output. It checks the generated projection, not claim truth or skill efficacy.
Evidence and logs · Retention: 30 days. Plan bindings, budget, frozen exam and advisory detailsAdvisory: obtain missing evidenceRetained evidence availability: planned / unexecuted. No approval or merge authorization is issued.
Model/settings:
Selection/task metadata (not a relevance verdict): {"adapter":"audit","basis":"trusted_path_mapping","matched_paths":["src/inferrsi/data/skill_library/methods/inference-benchmark-design/SKILL.md","src/inferrsi/data/skill_library/methods/inference-benchmark-design/metadata.json","src/inferrsi/data/skill_library/methods/inference-benchmark-design/references/cache-aware-asr-stream-boundaries.md"],"tasks":[{"evidence_scope":"http_fixed_workload","id":"audit-threshold","request":"Audit the fixed input report using its contract. Compute the median of per-trial request means, including every request in each trial, and the percentage reduction relative to the baseline aggregate.","split":"holdout"}]}Automatic execution / cumulative PR budget: {"reason":"Trusted configuration or pricing missing, invalid or expired","remaining_usd":"unknown","reserved_or_unresolved_usd":"unknown","spent_or_legacy_usd":"unknown","state":"blocked"}Projection check selection (not an executed result): {"declared_in":"src/inferrsi/data/repo_packs/inferrsi/knowledge/README.md","source_revision":"1e57c434b98137d3e517e15a65163b0e217d2116","status":"ready"}Provider/settings: Uncovered / unsupported paths (84)
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Source-review LGTM for the ASR knowledge slice at 31cddd29 (COMMENTED; no formal GitHub approval).
- The pinned upstream code supports the documented first/steady geometry, decoded clock, slot/reset lifecycle and EOU/EOF distinction. The reference also correctly separates shape-only success from optional native-model coverage and preserves the benchmark's precision, feature-extraction and repetition limits. No blocking source finding was identified.
- The three changed canonical resources match their packaged hashes and material pin. The other 76 catalog cards change only their source URL/commit; candidate and
not_runboundaries remain. Current full-check, clean-package, qualification and authorship/policy checks pass. - SkillEval disposition: its snapshot remains unsupported and execution was skipped. The mapped HTTP fixed-workload audit is not validation of the new ASR state/geometry claims. This source review covers the documentation addition; ASR model/device/service behavior and task efficacy remain unverified. Unsupported snapshot safety must stay intact; no paid run is requested.
- This source-review conclusion applies to the standalone head against current main. If #302 lands first, preserve both canonical additions and regenerate the combined projection before re-review; do not resolve their shared owner files by discarding one source slice.
Evidence and verification limits
Reviewed head: 31cddd29a602c47ac67cc0ecd8d750a2827dd588; API base / observed main: eabad4ad57c0af9407d33da83bb117201d5e5cce. NeMo-Speech.cpp source: 20999cc921d2b14aa58708f61756a8b2e787ba20; material pin: 1e57c434b98137d3e517e15a65163b0e217d2116.
Inspected all changed-file patches, the new reference, metadata/routing/matrices and cited upstream implementation/test/benchmark/attribution regions. Head and tested merge 4b5d4527ad7addcbef349cfa1a4731aaec46dcbf both resolve to tree 379189a235b9a031b4443998e5c1e22534295a37. Ready checks, policy, and planned/unexecuted SkillEval were checked separately.
Independent SHA-256 checks of the reference / SKILL / metadata match the packaged bindings: 4e0ea9c1bf6b096a49a91ad5266e90b8a456f4f5aca15eba8ac270a53c2309b5, 1071b359685b4423fb968ec163912eee4daa24897d0d6567ade7587245a3f2ff, 7e33307f47bdb0afb1eb2e96c7230361c91c5d407b0f44e1011f51915e16534d. Their bytes match the material pin, whose subsequent 79-path delta contains only generated outputs.
Other integration input: #302 head 19ab07ebb7c5fedcde81741a3b6df4e4be56a738. This source-review conclusion does not cover that PR, a future combined/rebased head, upstream decoder/kernel internals outside the cited readset, Issue-level acceptance or performance/efficacy. The GitHub connection uses the same account as the PR author, so GitHub rejected an APPROVE and no formal approval was created. This COMMENTED record is a separate maintenance source review; formal approval requires an eligible reviewer account. This maintenance reviewer did not implement or edit this PR and ran no repository tests, upstream tests, models or devices; software validation is retained hosted evidence.
Refs #91
Add one cache-aware ASR reference to the existing
inference-benchmark-designmethod, grounded in NVIDIA/NeMo-Speech.cpp at20999cc921d2b14aa58708f61756a8b2e787ba20. It separates startup/steady mel geometry and decoded progress, stream-slot reset/reuse, EOU, EOF and full stream reset, and explains the upstream optional-model test boundary.The parent skill, source metadata and two matrices route to that reference. Existing source records, matrix rows, license limits and candidate/not_run states remain. Native catalog and coverage outputs are generated from source commit
1e57c434b98137d3e517e15a65163b0e217d2116; all 77 registered IDs remain, and the other 76 catalog cards change only their source commit and URL.Validation
4b5d4527ad7addcbef349cfa1a4731aaec46dcbfhas the same complete tree as this head. Knowledge-model-policy passed.The upstream tests were read, not executed. Model/device, ASR quality, long-audio/load and service evidence remain not_run. Benchmark values remain author-reported, with Q8_0/FP32, feature-extraction and repetition differences stated. This is one source slice; broader queue completion and candidate promotion are not claimed.
Knowledge authorship declaration