Tag: MLPerf

AI / Deep Learning

MLPerf v1.0 Training Benchmarks: Insights into a Record-Setting NVIDIA Performance

Learn about some of the major optimizations made to the NVIDIA platform that contributed to the nearly 7x increase in performance since the first MLPerf… 31 MIN READ
AI / Deep Learning

Extending NVIDIA Performance Leadership with MLPerf Inference 1.0 Results

In this post, we step through some of these optimizations, including the use of Triton Inference Server and the A100 Multi-Instance GPU (MIG) feature. 7 MIN READ
AI / Deep Learning

Updating AI Product Performance from Throughput to Time-To-Solution

Data scientists and researchers work toward solving the grand challenges of humanity with AI projects such as developing autonomous cars or nuclear fusion… 9 MIN READ
AI / Deep Learning

Winning MLPerf Inference 0.7 with a Full-Stack Approach

Three trends continue to drive the AI inference market for both training and inference: growing data sets, increasingly complex and diverse networks… 8 MIN READ
AI / Deep Learning

Accelerating AI Training with MLPerf Containers and Models from NVIDIA NGC

The MLPerf consortium mission is to “build fair and useful benchmarks” to provide an unbiased training and inference performance reference for ML hardware… 13 MIN READ
AI / Deep Learning

Optimizing NVIDIA AI Performance for MLPerf v0.7 Training

MLPerf is an industry-wide AI consortium that has developed a suite of performance benchmarks covering a range of leading AI workloads that are widely in use… 16 MIN READ