上月底开始学习Scrapy爬虫框架,看了一些中文文档,讲应用.讲基础的,对其有一些了解了.终于在28日打开Scrapy的官网,并制作了其文档的思维导图,进而开启了其文档的阅读之旅. 本文展示了从6月28日到7月3日每天阅读过的Scrapy文档,记录其整个过程和读后感. 不过,这是第一次做这样的记录,目的是想完整地学习Scrapy,要是可行.高效,后续可以应用到其它方面. 阅读过程 颜色变化表示当天阅读. -6月28日 -6月29日 -6月30日 -7月1日 -7月2日 -7月3日 6天,可以说大…

Lesson 9 A cold welcome 冷遇 What does 'a cold welcome' refer to?On Wednesday evening, we went to the Town Hall. It was the last day of the year and a large crowd of people had gathered under the Town Hall clock. It would strike twelve in twenty minute…

2017-CVPR-MobileNets Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew Howard.Hartwig Adam(Google) GitHub: 1.4k stars Citation:4203 Introduction 本文介绍了一种新的网络结构,MobileNet(V1),网络结构上与VGG类似,都属于流线型架构,但使用了新的卷积层--深度可分离卷积(depthwise…

MetaPruning 2019-ICCV-MetaPruning Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu (HKUST).Xiangyu Zhang (MEGVII).Jian Sun(MEGVII) GitHub:251 stars Citation:20 Motivation A typical pruning approach contains three stages: training…

DARTS 2019-ICLR-DARTS Differentiable Architecture Search Hanxiao Liu.Karen Simonyan.Yiming Yang GitHub:2.8k stars Citation:557 Motivation Current NAS method: Computationally expensive: 2000/3000 GPU days Discrete search space, leads to a large number…

PNAS 2018-ECCV-Progressive Neural Architecture Search Johns Hopkins University(霍普金斯大学) && Google AI && Stanford GitHub:300+ stars Citation:504 Motivation current techniques usually fall into one of two categories: evolutionary algorithms(E…

P-DARTS 2019-ICCV-Progressive Differentiable Architecture Search Bridging the Depth Gap Between Search and Evaluation Tongji University && Huawei GitHub: 200+ stars Citation:49 Motivation Question: DARTS has to search the architecture in a shallow…

NAS with RL 2017-ICLR-Neural Architecture Search with Reinforcement Learning Google Brain Quoc V . Le etc GitHub: stars Citation:1499 Abstract we use a recurrent network to generate the model descriptions of neural networks and train this RNN with re…

DMCP 2020-CVPR-DMCP Differentiable Markov Channel Pruning for Neural Networks Shaopeng Guo(sensetime 商汤) GitHub: 64 stars https://github.com/zx55/dmcp Introduction propose a novel differentiable channel pruning method named Differentiable Markov Chan…

概述 Yann LeCun, Leon Bottou, Yoshua Bengio, and Patrick Haffner的论文<Gradient-Based Learning Applied to Document Recognition>提出使用CNN卷据神经网络来进行手写数字图片识别.…