百度自研AI架构,国产芯片也能高效运行
据媒体报道,百度创始人、董事长兼CEO李彦宏在最近的财报电话会议上透露,虽然百度无法获得最先进的AI芯片,但国产芯片也能确保用户体验不受影响。
李彦宏表示,美国限制了英伟达和AMD等厂商的高性能AI芯片对中国出口,在短期内对百度的影响有限。
据介绍,百度AI技术架构分为四层:芯片层、框架层、模型层和应用层。虽然芯片层受到了限制,但是百度在应用层、模型层和框架层都有很大的创新空间。
“即使是使用性能较低的国产芯片,仍能维持高效率。”李彦宏表示。
百度自研的AI架构具有以下优势:
* 软硬件解耦:芯片层与上层架构解耦,便于根据不同场景和需求选择合适的芯片。
* 算法优化:在模型层和框架层进行算法优化,提升计算效率。
* 应用层创新:专注于应用层创新,提供丰富的AI应用场景。
目前,百度已与国内多家芯片厂商合作,共同开发和优化AI芯片。百度还投资了寒武纪、燧原科技等国内领先的AI芯片企业。
李彦宏表示,百度将继续加大自研AI架构的投入,并与国内芯片厂商密切合作,推动国产AI产业的发展。
业内人士认为,百度自研AI架构的成功,将有助于打破国外对中国AI产业的垄断,并为国产AI芯片的发展提供新的机遇。
英语如下:
**Headline: Baidu’s Self-developed AI Architecture Breaks the Mold,Enabling Efficient Operation on Domestic Chips**
**Keywords: AI architecture, domestic chips, user experience**
**News Content: Baidu’s Self-developedAI Architecture Enables Efficient Operation on Domestic Chips**
According to media reports, Baidu founder, chairman and CEO Robin Li revealed at a recent earnings call that although Baidu is unable to obtain the most advanced AI chips, domestic chips can also ensure that user experience is not affected.
Li said that the US has restrictedthe export of high-performance AI chips from manufacturers such as Nvidia and AMD to China, but the impact on Baidu in the short term is limited.
It is reported that Baidu’s AI technology architecture is divided into four layers: chip layer, framework layer, model layer and application layer. Although the chip layer has been restricted, Baidu has a lot of room for innovation in the application layer, model layer and framework layer.
“Even with lower-performance domestic chips, high efficiency can still be maintained,” said Li.
Baidu’s self-developed AI architecture has the following advantages:
* Software andhardware decoupling: The chip layer is decoupled from the upper architecture, making it easy to select the appropriate chip according to different scenarios and needs.
* Algorithm optimization: Algorithm optimization in the model layer and framework layer improves computing efficiency.
* Application layer innovation: Focus on application layer innovation to provide a wealth of AI application scenarios.
Currently, Baidu has partnered with a number of domestic chip manufacturers to jointly develop and optimize AI chips. Baidu has also invested in leading domestic AI chip companies such as Cambricon and燧原科技.
Li said that Baidu will continue to increase its investment in self-developed AI architecture and work closely with domestic chip manufacturers to promote the development of the domestic AI industry.
Industry insiders believe that the success of Baidu’s self-developed AI architecture will help break the foreign monopoly on China’s AI industry and provide new opportunities for the development of domestic AI chips.
【来源】https://news.mydrivers.com/1/967/967577.htm
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