Posts by Sukru Burc Eryilmaz
Technical Walkthrough
Nov 09, 2022
Tuning AI Infrastructure Performance with MLPerf HPC v2.0 Benchmarks
As the fusion of AI and simulation accelerates scientific discovery, the need has arisen for a means to measure and rank the speed and throughput for building...
14 MIN READ
Technical Walkthrough
Nov 09, 2022
Leading MLPerf Training 2.1 with Full Stack Optimizations for AI
MLPerf benchmarks, developed by MLCommons, are critical evaluation tools for organizations to measure the performance of their machine learning models' training...
14 MIN READ
Technical Walkthrough
Jun 30, 2022
The Full Stack Optimization Powering NVIDIA MLPerf Training v2.0 Performance
MLPerf benchmarks are developed by a consortium of AI leaders across industry, academia, and research labs, with the aim of providing standardized, fair, and...
14 MIN READ
Technical Walkthrough
Dec 01, 2021
Boosting NVIDIA MLPerf Training v1.1 Performance with Full Stack Optimization
Five months have passed since v1.0, so it is time for another round of the MLPerf training benchmark. In this v1.1 edition, optimization over the entire...
22 MIN READ
Technical Walkthrough
Nov 17, 2021
MLPerf HPC v1.0: Deep Dive into Optimizations Leading to Record-Setting NVIDIA Performance
In MLPerf HPC v1.0, NVIDIA-powered systems won four of five new industry metrics focused on AI performance in HPC. As an industry-wide AI...
7 MIN READ
Technical Walkthrough
Jun 30, 2021
MLPerf v1.0 Training Benchmarks: Insights into a Record-Setting NVIDIA Performance
MLPerf is an industry-wide AI consortium tasked with developing a suite of performance benchmarks that cover a range of leading AI workloads widely in use. The...
31 MIN READ