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Achronix eFPGA Serves AI Two Ways

机译:Achronix eFPGA通过两种方式为AI服务

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摘要

It's a classic chip-design conundrum. By the time you freeze your specification and then design, verify, tape out, and sample silicon, customer requirements have changed. To make matters worse, in the world of AI, neural-network models are evolving at lightning speed. If your deep-learning accelerator can't efficiently map the newest models, someone else's probably can. A great challenge in accelerator design is therefore to find the sweet spot between flexibility and efficiency. Presently, FPGAs occupy that middle ground between general-purpose processors and purpose-built accelerators.
机译:这是一个经典的芯片设计难题。当您冻结规格,然后设计,验证,引出并采样硅片时,客户需求已经改变。更糟糕的是,在AI世界中,神经网络模型正以迅雷不及掩耳的速度发展。如果您的深度学习加速器无法有效地映射最新模型,那么其他人可能可以。因此,加速器设计面临的一大挑战是要在灵活性和效率之间找到最佳结合点。目前,FPGA占据了通用处理器和专用加速器之间的中间地带。

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