Tag

MLPerf

0 views collected around this technical thread.

Architects' Tech Alliance
Architects' Tech Alliance
Dec 28, 2021 · Artificial Intelligence

Understanding FLOPS, Benchmarks, and AI Compute Performance

This article explains the concept of FLOPS, its measurement units, common benchmarks such as Linpack and MLPerf, why traditional HPC benchmarks may not suit AI workloads, and provides a comprehensive overview of hardware performance figures from GFLOPS to PFLOPS across various modern processors and supercomputers.

AI computeFLOPSHPC
0 likes · 11 min read
Understanding FLOPS, Benchmarks, and AI Compute Performance
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Apr 22, 2021 · Artificial Intelligence

Alibaba Cloud Breaks MLPerf Inference Performance Records with Zhenduan Heterogeneous Computing Platform

Alibaba Cloud's Zhenduan heterogeneous computing acceleration platform achieved historic breakthroughs in the MLPerf inference benchmark, processing over 1.07 million images per second on 8 NVIDIA A100 GPUs, setting multiple first‑place records and dramatically improving e‑commerce recommendation speed and overall AI workload efficiency.

AI inferenceAlibaba CloudGPU acceleration
0 likes · 7 min read
Alibaba Cloud Breaks MLPerf Inference Performance Records with Zhenduan Heterogeneous Computing Platform