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Project Polar- Energy efficient artificial intelligence using photonic processors

Project Polar- Energy efficient artificial intelligence using photonic processors
Project Polar——使用光子处理器的节能人工智能
批准号:
86749
负责人:
金额:
$12.74万
依托单位:
依托单位国家:
英国
项目类别:
Collaborative R&D
财政年份:
2020
资助国家:
英国
项目状态:
已结题
起止时间:
2020 至 --

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中文摘要
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英文摘要
While the rise of artificial intelligence and big data are often presented as the answer to the challenge of big data, they also present a significant challenge to the environment. As the size and complexity of AI algoritms grows, the energy consumption and environmental cost related to training those algorithms and analysing data is growing at an alarming rate. For example, the average cost of training an AI algorithm is as much as 284 tonnes, five times the emissions of an average car, and the amount of computing time and energy needed has doubled every 3.4 months since 2012\.ORCA computing are a brand new photonic computing company, spun out from the University of Oxford in November 2019\. In this project, ORCA will develop a prototype photonic integrated processor system that can enable significant speed up and efficiency savings over the AI accelerator products on the market today.
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