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Gemmini: An Agile Systolic Array Generator Enabling Systematic Evaluations of Deep-Learning Architectures #24

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meton-robean opened this issue May 24, 2020 · 1 comment

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加速器设计已读重要

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meton-robean commented May 24, 2020 •

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一个基于Rocket和BOOM的脉动矩阵加速器
PDF: https://arxiv.org/pdf/1911.09925.pdf

探究：

不同参数配置（bus 协议，数据流模式（权重固定WS还是输出固定OS），PE 数目，内存容量，矩阵pipeline深度，系统参数，stratchpad容量， stratchpad bank数目，数据类型）对加速器的影响，可以利用generator的可配置性方便生成。
基于RocketChip的RoCC接口
使用FireSim 进行全系统（Linux）仿真

meton-robean added 在读加速器设计重要 labels

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meton-robean commented May 24, 2020

比较好的一点是提供了测试的例子详细代码，有改写的resNet MobileNet~

meton-robean added 已读 and removed 在读 labels

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