Special guest David Kanter of ML Commons joins us to discuss the critical importance AI performance metrics. In addition to the well-known MLPerf benchmark for AI training, ML Commons provides ....

The post @HPCpodcast: MLCommons’ David Kanter on AI Benchmarks and What They’re Telling Us appeared first on High-Performance Computing News Analysis | insideHPC.

Today, MLCommons announced new results for its industry-standard MLPerf Inference v4.1 benchmark suite, which delivers machine learning (ML) system performance benchmarking in an architecture-neutral, representative, and ....

The post Nvidia, AMD, Intel and Google Debut Chips in MLPerf Inference Benchmark for GenAI appeared first on High-Performance Computing News Analysis | insideHPC.

Today, MLCommons announced new results from its MLPerf Inference v4.0 benchmark suite with machine learning (ML) system performance benchmarking. To view the results for MLPerf Inference v4.0 visit the Datacenter and Edge results pages. The MLPerf Inference....

The post Updated MLPerf AI Inference Benchmark Results Released appeared first on High-Performance Computing News Analysis | insideHPC.

MLCommons said the results highlight performance gains of up to 2.8X compared to 5 months ago and 49X over the first results five years ago, "reflecting the tremendous rate of innovation in systems for machine learning," the organizations said. 

The post MLPerf Training and HPC Benchmark Show 49X Performance Gains in 5 Years appeared first on High-Performance Computing News Analysis | insideHPC.

Today ML Commons announced new results from two industry-standard MLPerf benchmark suites: Training v3.0, which measures the performance of training machine learning models, and Tiny v1.1, which measures how quickly a trained neural network can process new data for extremely low-power devices in the smallest form factors. To view the results and to find additional […]

The post MLCommons: MLPerf Results Show AI Performance Gains appeared first on High-Performance Computing News Analysis | insideHPC.

We recently read an interesting article in Wired magazine on neuromorphic computing stating that neuroscientists increasingly regard the human brain is a “prediction machine,” that people, as a rule, are in a constant state of anticipation, extrapolation and inference. In HPC, situated as it is at the forward edge of compute power, data analysis and […]

The post An AI-Flavored Set of HPC Predictions for 2023 appeared first on High-Performance Computing News Analysis | insideHPC.

SAN FRANCISCO – September 8, 2022 – Today, the open engineering consortium MLCommons announced results from MLPerf Inference v2.1, which analyzes the performance of inference — the application of a trained machine learning model to new data. Inference allows for the intelligent enhancement of a vast array of applications and systems. Here are the results and […]

The post MLCommons: Latest MLPerf AI Benchmark Results Show Machine Learning Inference Advances appeared first on High-Performance Computing News Analysis | insideHPC.

Open engineering consortium MLCommons has released new results from MLPerf Training v2.0, which measures how fast various platforms train machine learning models. The organizations said the latest MLPerf Training results “demonstrate broad industry participation and up to 1.8X greater performance ultimately paving the way for more capable intelligent systems….” As it has done with previous […]

The post MLPerf: Latest Results Highlight ‘More Capable ML Training’ appeared first on High-Performance Computing News Analysis | insideHPC.

SAN FRANCISCO – April 6, 2022 – Today MLCommons, an open engineering consortium, released new results for three MLPerf benchmark suites – Inference v2.0, Mobile v2.0, and Tiny v0.7. MLCommons said the three benchmark suites measure the performance of inference – applying a trained machine learning model to new data. Inference enables adding intelligence to a wide range […]

The post MLPerf Results Highlight Advances in Machine Learning Inference Performance and Efficiency appeared first on High-Performance Computing News Analysis | insideHPC.

Today, MLCommons released new results for MLPerf HPC v1.0, the organization’s machine learning training performance benchmark suite for high-performance computing (HPC). To view the results, visit https://mlcommons.org/en/training-hpc-10/. NVIDIA announced that NVIDIA-powered systems won four of five MLPerf HPC 1.0 tests, which measures training of AI models in three typical workloads for HPC centers: CosmoFlow estimates details […]

The post MLPerf Releases Results for HPC v1.0 ML Training Benchmark appeared first on High-Performance Computing News Analysis | insideHPC.