Sidebar Attention/FFN/Attn+FFN buttons and Physical Layout tab buttons
now select the SMALLEST-FIT config from the scope's Pareto set — key
changed from (latency ↑, pes_used ↑, hbm_utilization ↑) to (pes_used ↑,
hbm_utilization ↑, latency ↑). Answers "smallest deployment that's
still Pareto-optimal for this scope" instead of "fastest deployment
achievable".
Left unchanged:
- "Best latency" metric displays in Auto Suggest / Auto Hardware tabs
still show the fastest number (informational; the metric labels say
"Best latency").
- auto_hardware._best_parallelism_for_hw stays latency-min: it's
inside HW co-design, where "how fast can each HW candidate go" is
the primary question.
Verified: 24 pytest tests pass.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
mukesh
1bce080d79