Nov 1, 2020

2 min read

AI Chips Series

In 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…

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AI 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…

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AI 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…

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AI Chips: A100 GPU with Nvidia Ampere architecture

Nvidia GPUs have dominated the AI chip market for most of the decade. However, when Google’s TPU (Tensor Processor…

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AI Chips: Google TPU

Google’s chip designers argue that the ending of Moore’s Law leaves domain-specific architectures as the future of…

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AI Edge Chips: Nvidia Jetson Xavier NX, AGX Xavier, Google Coral Edge TPU & Startups

Deep Learning (DL) inference is often done in the cloud to utilize a widely available and flexible infrastructure…

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AI chips: FPGA

CPU provides a generic set of instructions for general computing. To modify or optimize applications, we change the…

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