શુક્રવાર, 25 ઑગસ્ટ, 2017

Microsoft launches 'Project Brainwave' for real-time AI 




Software giant Microsoft has announced Project Brainwave deep learning acceleration platform for real-time artificial intelligence (AI). 

With the help of ultra-low latency, the system processes requests as fast as it receives them. 

Real-time AI is becoming increasingly important as cloud infrastructures process live data streams, whether they be search queries, videos, sensor streams, or interactions with users. 

The 'Project Brainwave' uses the massive field-programmable gate array (FPGA) infrastructure that Microsoft has been deploying over the past few years. 

By attaching high-performance FPGAs directly to data centre network, it can serve DNNs as hardware microservices, where a DNN can be mapped to a pool of remote FPGAs and called by a server with no software in the loop .

Microsoft claimed that the system, designed for real-time AI, can handle complex, memory-intensive models such as Long Short Term Memories (LSTM), without using batching to juice throughput. 

Project Brainwave achieves unprecedented levels of demonstrated real-time AI performance on extremely challenging models.
Microsoft is also planning to bring the real-time AI system to users in Azure 

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