DEVELOPER BLOG

Tag: benchmarks

Networking

Doubling Network File System Performance with RDMA-Enabled Networking

Network File System (NFS) is a ubiquitous component of most modern clusters. It was initially designed as a work-group filesystem, making a central file store… 4 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

Building a Benchmark for Human-Level Concept Learning and Reasoning

Humans have an inherent ability to learn novel concepts from only a few samples and generalize these concepts to different situations. Even though today’s… 10 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 Recommender Systems Training with NVIDIA Merlin Open Beta

NVIDIA Merlin is an open beta application framework and ecosystem that enables the end-to-end development of recommender systems, from data preprocessing to… 9 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