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Mesh's headline figure, microjoules per accepted token, is to be measured
at the meter. Yet every real serve through mesh was estimated: the GGUF
serving binaries were hardwired to EstimatorMeter, and HwMeter bridges
the host meter, which on macOS 27 is the estimator (IOReport's CPU rails
are frozen).
- mesh-meter `ProcessMeter`, behind `hw-meter`, for an engine that runs
in this process. Each serve is metered by jouleclaw's ProcessSpanMeter:
this process's own CPU energy plus its own GPU energy.
- A span that covers the whole request is graded as its counters
grade it: HwShunt for a live reading. Whole means the process was
effectively the GPU's sole user and used no Neural Engine; a
process with no GPU time spent exactly 0 J on it, so CPU-only
engines qualify.
- Any other span is an estimate of the whole request, Estimator: the
reading plus EstimatorMeter for the rest of the host, as HwMeter
bills a counter that reads part of a request. `mesh/1` has no
coverage field.
- `Meter::open_span` and `Window`. The default is None, so existing
meters keep snapshot semantics. ProcessMeter grades over the whole
span, because its GPU grade depends on the process's share over it.
Session uses a span window where a meter keeps one.
- mesh-engine-gguf, with `metal`: serve_falcon and serve_openai_falcon
meter with ProcessMeter (the Metal liveness load comes from
jouleclaw-backend-apple). New `serve_gemma_metered` serves Gemma 4
through mesh with ProcessMeter.
- Fixes mesh-engine-gguf under `gguf`: it no longer compiled on main.
ServeOutcome and ServeRequest gained a `decision` field and three
initializers lacked it, unseen because CI never built the feature.
standards-build now runs `cargo test -p mesh-engine-gguf --features
gguf` on the mesh-rs leg.
Measured on an M5 Max:
- mesh-core tests/process_meter.rs: a ReferenceEngine serve sealed
HwShunt 1,051,668 µJ (4,108 µJ per accepted token), within the
1,090,946 µJ of this process's CPU energy the test read around the
serve.
- serve_gemma_metered, Gemma 4 E2B on CPU, 3 x 16 tokens: HwShunt
12.52 J, 12.16 J and 12.54 J (0.78, 0.76 and 0.78 J per accepted
token). Every envelope verifies.
Mutation caught: billing a whole span's figure plus the rest-of-host
estimate fails the unit test and the end-to-end bracket ("the receipt
read 55691805 µJ, more than this process's 966177 µJ").
Co-Authored-By: Claude Opus 5.5 <[email protected]>
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| .. | ||
| conformance.yml | ||
| energy-hardware.yml | ||
| joule-code-conformance.yml | ||
| jouleclaw-public-surface-documented.yml | ||
| no-vanity-metrics.yml | ||
| standards-build.yml | ||
| wai-byte-equality.yml | ||
| wai-conformance.yml | ||
| wai-energy-receipts.yml | ||
| wai-formal-verification.yml | ||
| wai-http.yml | ||
| wai-jpegai-e2e.yml | ||
| wai-neural-e2e.yml | ||
| wai-neural-gates.yml | ||
| wai-pack.yml | ||
| wai-section-refs.yml | ||
| wai-sota-vectors.yml | ||
| wai-web-wasm.yml | ||
| workflow-hygiene.yml | ||