Replaces the single memory-only "Apply auto-suggest" button in the
sidebar Parallelism expander with three latency-optimal buttons:
"Attention", "FFN/MoE", "Attn+FFN".
Each clicked button runs run_auto_explore for its scope, picks the
latency-minimum Pareto config, snaps the parallelism knobs to the
sidebar's selectbox option sets (CP/TP/PP/DP), and loads the other
knobs directly (tp_placement, cp_placement, cp_ring_variant, kv_mode,
ffn_scope_label). Also sets _pl_active_scope so the Physical Layout
tab's stage-table filter follows the scope automatically.
The caption above the buttons still shows the memory-only autosuggest
values as a reference — separately labeled "(memory-min)" to avoid
confusion with the latency-optimal buttons below.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
mukesh
9afeb6bc16