- run_nvfp4_grouped_gemm: use_2cta = tokens_sum >= 256 and cluster_m even - run_fused_swiglu_grouped_gemm: same conditional - Auto-warms up on first use via lazy compilation cache - 1.7-1.9× throughput at prefill shapes (M>=256) - Decode (M<256) stays 1-CTA (correct, no waste)