MLPerf

4 Posts

Animations depicting benchmarking, datasets and best practices
MLPerf

Prosperity of the Commons: Tools from MLCommons for improved model development

A new consortium of companies, schools, and research labs is building open tools for next-generation machine learning. MLCommons aims to foster innovation in machine learning by developing new benchmarks, datasets, and best practices.
Graphs and data related to AI chips
MLPerf

Built for Speed: Nvidia topped MLPerf's training benchmarks in 2020.

Chips specially designed for AI are becoming much faster at training neural networks, judging from recent trials. MLPerf, an organization that’s developing standards for hardware performance in machine learning tasks, released results from its third benchmark competition.
David Patterson
MLPerf

David Patterson — Faster Training and Inference: Using MLPerf to test new AI hardware

Billions of dollars invested to create novel AI hardware will bear their early fruit in 2020. Google unleashed a financial avalanche with its tensor processing unit in 2017.
Intel AI chip
MLPerf

Not Your Father’s GPU: Nvidia released two chips designed for AI.

Intel, which dominates the market for general-purpose processors, is shipping its long-awaited AI chips. The chip giant announced that two so-called neural network processors are available to data-center customers.

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