Sukru Burc Eryilmaz

S. Burc Eryilmaz is a senior architect in Compute Architecture at NVIDIA, where he works on improving the end-to-end performance of neural network training both at single-node scale and supercomputer scale. He received his PhD from Stanford University, and B.S from Bilkent University.
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Posts by Sukru Burc Eryilmaz

Data Center / Cloud Nov 08, 2023

Setting New Records at Data Center Scale Using NVIDIA H100 GPUs and NVIDIA Quantum-2 InfiniBand

Generative AI is rapidly transforming computing, unlocking new use cases and turbocharging existing ones. Large language models (LLMs), such as OpenAI’s GPT... 19 MIN READ
Data center
Data Center / Cloud Jun 27, 2023

Breaking MLPerf Training Records with NVIDIA H100 GPUs

At the heart of the rapidly expanding set of AI-powered applications are powerful AI models. Before these models can be deployed, they must be trained through a... 15 MIN READ
Simulation / Modeling / Design 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
Simulation / Modeling / Design 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
Computer Vision / Video Analytics 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
Data Center / Cloud 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