NPU基础

参考文章

华为IoT首席架构师王启军:全栈工程师“养成记”

https://blog.csdn.net/devcloud/article/details/104062264

通俗易懂告诉你CPU/GPU/TPU/NPU...XPU都是些什么鬼?【附把妹秘籍】

https://www.sohu.com/a/200698604_160923

华为昇腾处理器和mindspore开源框架

官方资料

https://www.mindspore.cn/docs/en/master/architecture.html

MindSpore is a new open source deep learning training/inference framework

https://github.com/mindspore-ai/mindspore

MindSpore document

https://github.com/mindspore-ai/docs

'Introduction DeepLearning with MindSpore'.深度学习与MindSpore,书

https://github.com/mindspore-ai/book

AI芯片解析(从寒武纪DaDianNao出发)

论文下载

https://download.csdn.net/download/yanshi3200/10374510

月见樽 - 简书,大佬的博客

https://qiankun214.github.io/

https://www.jianshu.com/u/87b0300ace83

DianNao系列加速器总结(1)——架构与运算单元

https://www.jianshu.com/p/01e2d91f260f

DianNao系列加速器总结(2)——存储与映射

https://www.jianshu.com/p/f00655facaf9

DianNao运算单元与体系结构分析

https://www.jianshu.com/p/f10b99c6d37b

深度学习的异构加速技术(一):AI 需要一个多大的“心脏”?

https://cloud.tencent.com/developer/article/1006329

深度学习的异构加速技术(二):螺狮壳里做道场

https://cloud.tencent.com/developer/article/1006374

深度学习的异构加速技术(三):互联网巨头们“心水”这些 AI 计算平台

https://cloud.tencent.com/developer/article/1006375

AI芯片:寒武纪NPU设计分析(DianNao)

https://blog.csdn.net/evolone/article/details/80765094

中科院说的深度学习指令集diannaoyu到底是什么?,知乎上的阅读笔记

https://www.zhihu.com/question/41216802

寒武纪神经网络处理器效能如何 ?,知乎上的阅读笔记

https://www.zhihu.com/question/41469046/answer/123965490

NPU开源相关资料(质量较低)

在FPGA上面实现一个NPU计算单元

https://github.com/cxdzyq1110/NPU_on_FPGA

RK3399 Pro NPU support for Caffe SSD detector

https://github.com/Pinnh/NPU_CaffeSSD

Free TPU for FPGA,壹普智慧

https://github.com/embedeep/Free-TPU

NationalChip NPU processor.国芯科技

https://github.com/NationalChip/gxDNN

Neural network models for reference boards (including NPU),nnstreamer项目

https://github.com/nnstreamer/reference-models

NPU functional verification,NPU算子测试

https://github.com/rarbab/npu

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