MIT麻省理工 “深度神经网络硬件加速” 教程（2019年公开课）

zyffpga · 发表于 2022-3-19 23:30:35

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MIT麻省理工 “深度神经网络硬件加速” 教程（2019年公开课）

Tutorial on Hardware Accelerators for Deep Neural Networks：

Tutorial-01-Deep Neural Networks(DNN) Overview

Tutorial-01-Deep Neural Networks(DNN) Overview.7z (25.92 MB, 下载次数: 21 )

Tutorial-02-Popular DNNs and Datasets

Tutorial-02-Popular DNNs and Datasets.pdf (22.65 MB, 下载次数: 29 )

Tutorial-03-DNN Benchmarking Metrics

Tutorial-03-DNN Benchmarking Metrics.pdf (103.31 KB, 下载次数: 21 )

Tutorial-04-DNN Kernel Computation

Tutorial-04-DNN Kernel Computation.pdf (4.29 MB, 下载次数: 22 )

Tutorial-05-DNN Accelerators (Architectures)

Tutorial-05-DNN Accelerators (Architectures).pdf (8.93 MB, 下载次数: 28 )

Tutorial-06-DNN Accelerators (RS Dataflow and NoC)

Tutorial-06-DNN Accelerators (RS Dataflow and NoC).pdf (3.19 MB, 下载次数: 19 )

Tutorial-07-DNN Model and Hardware Co-Design (Precision)

Tutorial-07-DNN Model and Hardware Co-Design (Precision).pdf (4.92 MB, 下载次数: 20 )

Tutorial-08-DNN Processing Near-or-In Memory

Tutorial-08-DNN Processing Near-or-In Memory.pdf (6.49 MB, 下载次数: 17 )

Tutorial-09A-DNN Model and Hardware Co-Design Sparsity

Tutorial-09A-DNN Model and Hardware Co-Design Sparsity.pdf (9.34 MB, 下载次数: 22 )

Tutorial-09B-DNN Accelerators Sparse Architectures

Tutorial-09B-DNN Accelerators Sparse Architectures.pdf (7.83 MB, 下载次数: 25 )

Tutorial-10-DNN Summary

Tutorial-10-DNN Summary.pdf (600.25 KB, 下载次数: 19 )

zoe0615 · 发表于 2022-3-20 09:53:44

Thank you very much.

lans0625 · 发表于 2022-3-20 09:58:13

谢谢分享

student321 · 发表于 2022-3-20 18:24:44

thanks

straw · 发表于 2022-7-17 19:43:59

这么着太贵了

[资料] MIT麻省理工 “深度神经网络硬件加速” 教程（2019年公开课）