CNN网络优化加速汇总

网络裁剪加速
Learning Efficient Convolutional Networks through Network Slimming ICCV2017
https://github.com/liuzhuang13/slimming

CNN网络通道裁剪加速
Channel Pruning for Accelerating Very Deep Neural Networks ICCV2017
https://github.com/yihui-he/channel-pruning

残差网络超快训练
Super-Convergence: Very Fast Training of Residual Networks Using Large Learning Rates
https://github.com/lnsmith54/super-convergence

通用网络模型加速，不改变网络结构
AAAI 2018
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks
https://github.com/tianshuichen/Wavelet-like-Auto-Encoder

网络优化
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
https://github.com/jaxony/ShuffleNet

SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks
for Real-Time Object Detection for Autonomous Driving
https://github.com/BichenWuUCB/squeezeDet

Coordinating Filters for Faster Deep Neural Networks
https://arxiv.org/abs/1703.09746
https://github.com/wenwei202/caffe/tree/sfm

CNN网络优化加速汇总相关推荐

CNN网络优化加速开源代码汇总
BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1 https: ...
CNN网络加速--Performance Guaranteed Network Acceleration via High-Order Residual Quantization
Performance Guaranteed Network Acceleration via High-Order Residual Quantization ICCV2017 本文是对 XNOR- ...
Linux网络优化加速一键脚本
对于出口带宽,我们常常采用BBR,锐速等TCP加速软件来争夺带宽提高自己的速度. 但是原版的BBR并没有太多侵略性,在这个人人都用TCP加速的大环境下,BBR的加速功效就略显不足了.loc的大佬专门改 ...
Bounding box regression详解
Bounding box regression详解转载 http://blog.csdn.net/u011534057/article/details/51235964 Reference link ...
AMD深度学习库MIOpen更新，支持CNN加速
本文来自AI新媒体量子位(QbitAI) 农企的深度学习加速库MIOpen 1.0更新了,它现在已经能支持对CNN的加速. ROCm全称Radeon Open Compute platform,是AM ...
转-CNN模型的压缩与加速算法综述
本文转自微信公众号:微信AI 原文地址:链接前言自从AlexNet一举夺得ILSVRC 2012 ImageNet图像分类竞赛的冠军后,卷积神经网络(CNN)的热潮便席卷了整个计算机视觉领域.CN ...
CNN 模型压缩与加速算法总结
CNN 模型压缩与加速算法转载地址:https://blog.csdn.net/QcloudCommunity/article/details/77719498 导语:卷积神经网络日益增长的深度和尺 ...
CNN 模型压缩与加速算法综述
导语:卷积神经网络日益增长的深度和尺寸为深度学习在移动端的部署带来了巨大的挑战,CNN模型压缩与加速成为了学术界和工业界都重点关注的研究领域之一. 作者:姜媚前言自从AlexNet一举夺得ILS ...
CNN模型压缩加速综述
前言自从AlexNet一举夺得ILSVRC 2012 ImageNet图像分类竞赛的冠军后,卷积神经网络(CNN)的热潮便席卷了整个计算机视觉领域.CNN模型火速替代了传统人工设计(hand-cra ...

CNN网络优化加速汇总

CNN网络优化加速汇总相关推荐

最新文章

热门文章