MLPerf v6.1 Supermicro 4x Xeon 6788P: llama3.1-8b INT8 Offline aggregate tok/s

MLPerf Inference v6.1 closed division, CPU-only (summary.csv accelerator_model_name is N/A). Values copied from summary.csv, not from a per-system mlperf_log_summary.txt. AGGREGATE throughput for the whole node, NOT per-request decode and NOT per-socket. Prompt length, output length, and batch size are not in the summary row. weight_data_types INT8. Framework column is PyTorch. Scenario: Offline. System: Supermicro SYS-442B-NR, 1-node-4S-GNR_86C. Second 4-socket submitter. 2063.24 vs Cisco 2068.63 Offline — within 0.3%. Same SKU, same scenario, different chassis. measured_by vendor: these are submitter results inside the MLCommons closed division (Intel, Dell, Supermicro, Quanta, Red Hat, Cisco), not an independent re-run.

Second 4-socket submitter. 2063.24 vs Cisco 2068.63 Offline — within 0.3%. Same SKU, same scenario, different chassis.