Houmo Intelligent Lights up the Industry's First High Computing Power AI Chip Integrated Memory and Computing Based on Architecture Innovation
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Update time : 2022-05-25 11:09:25
On May 23, HoumoIntelligent announced that its self-developed industry's first high computing power AI chip integrated memoryand computing was successfully lit up and successfully ran through the intelligent driving algorithm model.
Based on the architecture innovation, the chip adopts SRAM (static random Access Memory) as the storage and computing integrated medium. Through the deep integration of storage unit and computing unit, it realizes high performance and low power consumption. The computing power of sample chip is up to 20TOPS, which can be extended to 200TOPS, and the energy efficiency ratio of computing unit is up to 20TOPS/W. This is the first AI chip in the industry based on strict in memory computing architecture, with AI computing power of dozens of tops or higher, which can support large-scale visual computing model. Compared with the high computing power chip under the traditional architecture, this chip has significant advantages in computing power and energy efficiency ratio. The chip adopts 22nm mature process, which can not only improve the energy efficiency ratio, but also effectively control the manufacturing cost. In addition, in terms of flexibility, the chip not only supports the mainstream algorithms on the market, but also supports different customers to customize their own operators, which is more suitable for the high-speed iteration of the algorithm. In the high concurrent computing scenarios at the edge end such as intelligent driving, in addition to the high demand for computing power, there are also high requirements for the power consumption and heat dissipation of the chip. At present, the performance improvement speed of the memory system in the conventional architecture chip design significantly lags behind that of the processor. The limited memory bandwidth can not ensure the high-speed data transmission and can not meet the computing needs of high-level intelligent driving. Secondly, data transmission back and forth will produce huge power consumption. Based on this chip, houmo intelligent runs through the multi scene and multi task algorithm model under the intelligent driving scene for the first time in the in memory computing architecture, providing a new technical path for high-level intelligent driving. In the future, it is possible to provide P-level computing power with W-level power consumption to better meet the needs of the era of high-level intelligent driving. Dr. Wu Qiang, founder and CEO of Houmo Intelligence, said that the lighting of the industry's first memory computing integrated high computing power AI chip is the best verification and recognition of Houmo's technology and engineering landing ability. But this is only the first step we have taken. In the future, we will continue to maintain our awe, continue to explore and innovate, deliver products with differentiated competitive advantages, and create greater business value for customers! "
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