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The Future of AI Chips Might Not Be GPU
In the layout of AI computing architectures, the model of CPUs working in collaboration with accelerator chips has become a typical AI deployment solution. CPUs act as providers of basic computing power, while accelerator chips are responsible for enhancing computational performance, aiding in the efficient execution of algorithms. Common AI accelerator chips can be categorized into three main types based on their technological paths: GPU, FPGA, and ASIC.In this competition, GPUs have emerged as the mainstream AI chip due to their unique advantages. So, how did GPUs stand out among many option...