AI Chips SeriesJonathan HuiNov 1, 2020·2 min readIn this series, we look into the technology landscape and trends of the AI chips.AI Chips Technology Trends & Landscape (GPU + TPU + FPGA + Startups)Major tech companies invest billions in AI chip development. Even Microsoft and Facebook are onboard with Intel FPGA in…jonathan-hui.medium.comAI Chips Technology Trends & Landscape (SambaNova)SambaNova is very secretive about the company but yet attracts half a billion VC funding since its founding in 2017. In…jonathan-hui.medium.comAI Chips Technology Trends & Landscape (Mobile SoC, Intel, Asian AI Chips, Low-Power Inference…At last but not least, this article will cover the second half of the AI chip companies. This includes Intel and Mobile…jonathan-hui.medium.comAI Chips: A100 GPU with Nvidia Ampere architectureNvidia GPUs have dominated the AI chip market for most of the decade. However, when Google’s TPU (Tensor Processor…jonathan-hui.medium.comAI Chips: Google TPUGoogle’s chip designers argue that the ending of Moore’s Law leaves domain-specific architectures as the future of…jonathan-hui.medium.comAI Edge Chips: Nvidia Jetson Xavier NX, AGX Xavier, Google Coral Edge TPU & StartupsDeep Learning (DL) inference is often done in the cloud to utilize a widely available and flexible infrastructure…jonathan-hui.medium.comAI chips: FPGACPU provides a generic set of instructions for general computing. To modify or optimize applications, we change the…jonathan-hui.medium.com
