'' Taiwanese startup NEUCHIPS showed off Nvidia-beating recommendation (DLRM) power scores. NEUCHIPS’ first chip, RecAccel™ N3000, is specially designed to accelerate recommendation workloads. On DLRM 99.9%, eight NEUCHIPS RecAccel™ chips achieved double the performance per watt of eight Nvidia A100s in server mode, and 1.67× the performance per Watt of eight Nvidia-H100s in server mode. ''

- EE Times, Sally Ward-Foxton

Industry Leading Results for MLPerf™ DLRM Inference Benchmarking

The RecAccel™ N3000 has proven itself to be a leader in both performance and power efficiency in the industry. During MLPerf™ v3.0 , it has shown that the RecAccel™ N3000 system delivers 1.7 times better performance per watt for inference DLRM while maintaining 99.9% accuracy with the help of its proprietary INT8 calibrator. See implementation quick start guide for more.