MLPerf | NEUCHIPS

NEUCHIPS demonstrates industry leading performance per watt in MLPerf™ Benchmarks datacenter inference by using our first chip, RecAccel™ N3000, is specifically designed to accelerate recommendation workload.

''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

NEUCHIPS MLPerf™ Benchmark Results

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.

SW-HW Co-design Achieves Linear Multicard Scalability

During system testing in MLPerf™ v3.0, the RecAccel™ N3000 delivered exceptional performance, with nearly 100% scaling observed across each card. This means that the card's performance increased linearly with the addtion of more cards, allowing for seamless scalability and enhanced performance.