f870dbcbbb
The comparison number nobody had written down: ana-ml2's real run-3c step times, pulled out of run-03c.log before the breaker killed it. About 10.8 to 15.8 s/it over the first 24 steps, so 604 steps lands at roughly 2.2 to 2.7 hours. Anything under about 45 s/it on the GX10 makes it an overnight run. Also records the exact geometry from run-03c.json and a real adapter_config.json, so the probe measures the shape that actually ran rather than an approximation of it. Checked the backend-delta trap the playbook warns about before running anything rather than after: flash-attn is installed on neither box, so both fall back to sdpa. Library versions do differ -- torch 2.13.0 versus 2.14.0, transformers 5.15.1 versus 5.16.1 -- and that is recorded rather than assumed harmless. The probe reads the resolved attention implementation back off the loaded model instead of trusting the request. The probe discards its first two steps as warmup, which is not optional on this box: an unwarmed benchmark here already read 27 TFLOP/s when the true figure was 93, because it was timing the PTX JIT.