Huawei unveiled updates to fully domestic Ascend platform (w/ Atlas-900 AI cluster) including MindSpore2.0 ML framework, Ascend C language & Atlas 200I developer kit
Ascend platform supports 30+ big models, representing > 50% of native models in China. It supports 25 stable days training with 200 billion parameters. This is quite the market share
Currently, 25 smart cities have been built using Ascend w/ 14 of them launched & fully operational According to HW, more than 3.5m Kunpeng/Ascend developers, > 5600 partners & 15500 certficiations
他进一步表示:“鲲鹏本身是生态性的产业,在四年前基于鲲鹏的软件应用是非常少的,我们做的是鲲鹏计算,其实做的是鲲鹏的软件生态,从软件生态的迁移开始,当前有许多新应用已经是基于鲲鹏原生的。鲲鹏正在从‘迁移’走向‘原生’,从‘可用’走向‘好用’。”
华为昇腾芯片是华为公司发布的两款人工智能处理器 ,包括昇腾910和昇腾310处理器 ,昇腾910支持全场景人工智能应用,而昇腾310主要用在边缘计算等低功耗的领域 。采用自家的达芬奇架构,该架构有极致功耗和散热,可以全场景覆盖。
鲲鹏处理器和昇腾芯片都是为鲲鹏计算产业服务的。
鲲鹏计算产业(鲲鹏生态)是基于鲲鹏处理器的基础软硬件设施、行业应用及服务,涵盖从底层硬件、基础软件到上层行业应用的全产业链条。纵观鲲鹏计算产业生态全景,硬件方面,围绕鲲鹏处理器,涵盖包括昇腾AI芯片、智能网卡芯片、底板管理控制器(BMC)芯片、固态硬盘(SSD)、磁盘阵列卡(RAID卡)、主板等部件以及个人计算机、服务器、存储等整机产品。基础软件方面,涵盖操作系统、虚拟化软件、数据库、中间件、存储软件、大数据平台、数据保护和云服务等基础软件及平台软件。行业应用方面,鲲鹏计算产业生态覆盖政府、金融、电信、能源、大企业等各大行业应用,提供全面、完整、一体化的信息化解决方案。
Things to consider about Kunpeng & Ascend. They really built this up over a few years. They have a fully ecology behind it with hardware Atlas-900 which was state of art back in 2020 when it first came out, but is now even better hardware wise with greater computation, better supporting infrastructure and software integration and such.
Kunpeng is used everywhere now with wide spread software support.
另一方面,华为已经从单点创新走向系统级架构创新,即从计算、存储、交换一体化的设计。比如构建了全液冷多样式算力平台,相比传统机柜实现4-8倍的算力密度提升,但机房面积节省超过70%。
There are also things like this that by using liquid cooling, they can 4 to 8x computation density and decrease size of datacenter space by 70%
One example of big model is 紫东太初(Omni-Perception Pre-Trainer)by CAS. Can learn from text, pictures, voice, video, 3D point cloud, and sensor signals,