Definition+workload update for rmsnorm, and baseline, reference-scalar, and claude-sonnet-4-6 solution update

Tag q4_k_m defs correctness:sqnr + stable SiLU (moe)

Tag q4_k_m defs correctness:sqnr + stable SiLU (moe)

Tag q8_0 MoE definitions correctness:sqnr

Tag q8_0 MoE definitions correctness:sqnr

Stable SiLU in moe references (clip before exp; prevents q8_0 overflow-driven inf)

Add kernel in different precision:

add baseline solution source at all neural network kernel definitions

local snapshot before syncing with HF