AI
Habana Takes Training And Inference Down Different Paths
Processor hardware for machine learning is in their early stages but it already taking different paths. …
inference
AI
Will Analog AI Make Mythic a Unicorn?
There are two trends converging in AI inference and so far, only a small number of companies are enmeshed. …
AI
AI Chip Startup Puts Inference Cards on the Table
In the deep learning inferencing game, there are plenty of chipmakers, large and small, developing custom-built ASICs aimed at this application set. …
AI
Where The FPGA Hits The Server Road For Inference Acceleration
There are an increasing number of ways to do machine learning inference in the datacenter, but one of the increasingly popular means of running inference workloads is the combination of traditional CPUs acting as a host for FPGAs that run the bulk of the inferring. …
AI
Teasing Out The Bang For The Buck Of Inference Engines
There is a battle heating up in the datacenter, and there are tens of billions of dollars at stake as chip makers chase the burgeoning market for engines that do machine learning inference. …
AI
Google Rounds Out Insight into TPU Architecture and Inference
This week we have heard much about the inference side of the deep learning workload, with a range of startups emerging at the AI Hardware Summit. …
AI
Facebook Sounds Opening Bell for AI Inference Hardware Makers
Gentlemen (and women), start your inference engines.
One of the world’s largest buyers of systems is entering evaluation mode for deep learning accelerators to speed services based on trained models. …
AI
First Wave of Spiking Neural Network Hardware Hits
Over the last several years we have seen many new hardware architectures emerge for deep learning training but this year, inference will have its turn in the spotlight. …
AI
Xilinx Unveils xDNN FPGA Architecture for AI Inference
FPGAs might not have carved out a niche in the deep learning training space the way some might have expected but the low power, high frequency needs of AI inference fit the curve of reprogrammable hardware quite well. …
AI
A Mythic Approach to Deep Learning Inference
Another Hot Chips conference has ended with yet another deep learning architecture to consider. …