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Runs llama-bench pp512 at 24 CU, 40 CU, then 24 CU again with cooldown between each state. Uses UMR to toggle SPI_PG_ENABLE_STATIC_WGP_MASK. Auto-detects model, bench binary, and UMR paths. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>