The Next Platform

A Mythic Approach to Deep Learning Inference

Another Hot Chips conference has ended with yet another deep learning architecture to consider. This one is actually quite a bit different in that it relies on analog computation inside flash memory ...
Wired

New Machine Learning Inference Benchmarks

*It'll be a lot less handwavey now. This isn't exactly hot news, but I like the specialized industry jargon here. *It's a press release. 6/24/19: New Machine Learning Inference Benchmarks Assess ...
The Next Platform

Nvidia Pushes Deep Learning Inference With New Pascal GPUs

No one knows for sure how pervasive deep learning and artificial intelligence are in the aggregate across all of the datacenters in the world, but what we do know is that the use of these techniques ...
Electronic Design

Bring Deep-Learning Inference to Embedded Applications

Deep learning, probably the most advanced and challenging foundation of artificial intelligence (AI), is having a significant impact and influence on many applications, enabling products to behave ...
insideHPC

New MLPerf Benchmark Measures Machine Learning Inference Performance

Today a consortium involving over 40 leading companies and university researchers introduced MLPerf Inference v0.5, the first industry standard machine learning benchmark suite for measuring system ...
ZDNet

AWS advances machine learning with new chip, elastic inference

The launch of Amazon Elastic Inference lets customers add GPU acceleration to any EC2 instance for faster inference at 75 percent savings. Typically, the average utilization of GPUs during inference ...
EDN

A Breakthrough in FPGA-Based Deep Learning Inference

Mipsology’s Zebra Deep Learning inference engine is designed to be fast, painless, and adaptable, outclassing CPU, GPU, and ASIC competitors. I recently attended the 2018 Xilinx Development Forum (XDF ...