mikrotik torch

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Deep Learning (73) Pytorch study notes

First spit groove, deep learning development speed is really fast, deep learning framework is gradually iterative, it is really hard for me to engage in deep learning programmer. I began three years ago to learn deep learning, these deep learning frameworks are also a change, from Keras, Theano, Caffe, Darknet, TensorFlow, and finally now to start using Pytorch. I. Variable, derivative Torch.autograd module When the default variable is defined, Requires_grad is false, the variable is non-conduct

Xiangyun tornado City

"After the Olympic torch departs from Shandong sports square, it goes east to jingshi Road, then, after the Shandong Provincial Sports Bureau, the Jinan Municipal National Fitness Plaza, Quancheng Park, ShanDong TV station, Shandong University, Qianfoshan, Volkswagen Newspaper Group, Yanshan overpass, and the upcoming Jinan Olympic Sports Center, the end point of the transfer was arrived north of shunhua road-Qilu software park, with a total mileage o

China-EU value differences in national concepts

Recently, people are talking about the Olympic torch passing through Kazakhstan, Russia, Britain, France, and the United States ...... Of course there are Tibetan independence. In sasttan and Russia, no Tibetan independence hinders the torch transfer, but in Britain and France. Is Russia independent of Tibet?Measures can be taken to protect the Olympic torch. sec

aspen.hysys.v8.2 HYSUPSTRM Lic useful module

general-purpose process simulation system, originated in the U.S. Department of Energy in the late 70 in the Massachusetts Institute of Technology (MIT) campaign, ...68, ASPEN B-jac 12.0 Heat EXCHANGERASPEN B-jac 12.0 Heat Exchanger Design Integrated Tool ASPEN B_jac is an integrated software consisting of three programs: ASPEN Hetran is used for thermal design, accounting and simulation of shell and tube; ASPEN Aerotran Thermal design, accounting and simulation for air-cooled heat exchangers  

(original) UBUNTU14 installed GraphicsMagick

Reprint please specify the source:Http://www.cnblogs.com/darkknightzh/p/5661439.htmlReference URL:http://comments.gmane.org/gmane.comp.video.graphicsmagick.core/514Http://www.graphicsmagick.org/INSTALL-unix.htmlHttps://github.com/clementfarabet/graphicsmagickHttp://www.cnblogs.com/cocowool/archive/2010/08/16/1800954.htmlUbuntu can really make people crazy ... Previously installed on the ubuntu16 GraphicsMagick seemingly no problem, in the torch direct

How do I choose an open-source machine learning framework?

recognition, localizing objects, and even chatting with robots. 3.Torch : Facebook -supported framework driven by Lua scripting languageTorch is often referred to as the simplest deep learning tool for beginners. Because it's a simple scripting language,Lua developed it. Although fewer people use this language than Python , it is still widely used by--facebook,Google and Twitter. 3.1 data sets and modelsyou can do it in its the list of popular datase

WP8 Flashlight Application Source code example

){Vdcontrol. Enabled = true;M_istorchopened = true;}}public static void Closetorch (){Turn off the Flashvar torch = m_capture. Videodevicecontroller.torchcontrol;if (torch. Supported){Torch. Enabled = false;m_istorchopened = false;}}#endregion}Other than the previous I have shared the "Resolution call camera when the crash" code, are a way of thinking. The point

Linux Pytorch installation __linux

http://pytorch.org/ Conda Conda Installpytorch torchvision-c soumith cuda8.0 conda Install Pytorch torchvision cuda80-c soumith pip cuda7.5 python2.7 pip Install HTTP://DOWNLOAD.PYTORCH.ORG/WHL/CU75/TORCH-0.1.11.POST5-CP27-NONE-LINUX_X86_64.WHL pip install Torchvision python3.5 pip install http://download.pytorch.org/whl/cu75/ TORCH-0.1.11.POST5-CP35-CP35M-LINUX_X86_64.WHL pip Install torc

Several split loss

1 2d Cross entropy (Mutil class split) Defined def cross_entropy2d (input, Target, Weight=none, size_average=true): # Input: (n, C, H, W), Target: (N, H, W) N, C, H, W = input.size () # log_p: (n, C, H, W) if Looseversion (torch.__version__) Use Data, target = Variable (data, volatile=true), Variable (target) score = Self.model (data) loss = Cross_entropy2d ( Score, Target,

Share Baidu keyword matching things

order confusion, then Baidu will automatically correct the incorrect sequence of keywords, so that users search for more accurate search results, for example, when the user search "SEO training Wuhan", Baidu will automatically match you into the "Wuhan SEO training."    The above 4 points is Baidu more intelligent embodiment, the following say I understand Baidu. Baidu is so intelligent, which is attributed to the operators of Baidu backstage, they developed a powerful background

Obtain the ADSL account and password stored in the vro.

to the global setting of VMware Workstation, which is in the main menu Edit-> Virtual Network Editor. VMnet0 is associated with the physical Nic because it is used to connect the WAN port of the router.Figure (4): VMnet0 status. VMnet1 and VMnet8 are installed by default on VMware Workstation.Figure (5): Virtual Machine Settings-> Hardware-> Network Adapter-> Network connection-> Custom: Specific virtual network (VMnet0)This setting specifies the network adapter of the Virtual System (RouterOS)

Parse this built-in Linux directory structure

Usage statement:1. This version is made from the official original iso+ of the Russian Huntertik Debian package.2, this IMG package is not crack, resources from the network, if you download the crack version, not related to the original author, please distinguish themselves. "It's just a character."3, the copyright belongs to the original author of the software, and nothing to do with uncle. Love to find who to find.This version is not integrated (plug-in + boot mode), but I believe most Linux-u

Methods for Lua to invoke OPENCV

Methods for Lua to invoke OPENCV  Recently, I want to use Lua to call OPENCV for related pixel-level operations, such as: Bitwise_and or Bitwise_or, to complete the image IoU calculation.So, how do you invoke Opencv with Lua?After checking the official documents of Torch, I found only so few packages that could be called:Links: https://github.com/torch/torch7/wiki/Cheatsheet      Then, you click on one to

Setting up a deep learning machine from Scratch (software)

Setting up a deep learning machine from Scratch (software)A detailed guide-to-setting up your machine for deep learning. Includes instructions to the install drivers, tools and various deep learning frameworks. This is tested on a a-bit machine with Nvidia Titan X, running Ubuntu 14.04There is several great guides with a similar goal. Some is limited in scope, while others is not up to date. This are based on (with some portions copied verbatim from): Caffe Installation for Ubuntu R

How to use the flashlight function of Apple iphone5/5s

Iphone5 as a flashlight to use the plug-in usually has two types, one is a separate software application, in the Unlock screen, click the application icon to open the flash; the second is directly in the lock screen interface with a quick switch, take out the phone directly click can turn on the flashlight function.The following describes the use of the lock screen interface to open the Flashlight function plug-in torch:I. Download and install. The "Torch

Repost:deep Reinforcement Learning

first is of course Google's own published code Ah! It's the conscience of the industry! https://sites.google.com/a/deepmind.com/dqn/. Unfortunately the comment is very few ..... is based on the code of Torch 7, and I have to bite the bullet to learn lua. I've been dealing with a variety of scripting languages these past few months, and it's all tears! Note, deep Mind's git address https://github.com/deepmind. Say no GPU computer really don't run, I r

Memory pool principle and code for fixed memory block size

Some cases require a large number of fixed-size blocks of memory that are very inefficient to use with malloc, which is a good fit for a memory pool solution.Here is the full source of a memory pool with a fixed memory block size. Note: The memory application is not used by malloc, but by its own definition of torch::heapmalloc, simple modification can be. See GitHub "click" For details of the code.Read the code first, then read the explanation./** De

Intensive learning (deep reinforcement learning) resources

the industry! https://sites.google.com/a/deepmind.com/dqn/. Unfortunately the comment is very few ..... is based on the code of Torch 7, and I have to bite the bullet to learn lua. I've been dealing with a variety of scripting languages these past few months, and it's all tears! Note, deep Mind's git address https://github.com/deepmind. Say no GPU computer really don't run, I ran for 13 hours to run probably 1/20~~~ suggested running under Ubuntu, th

Applied Deep Learning Resources

connected), million parameters, rectified Linear Units (relus) , Local Response Normalization, dropoutVggOriginal paper: "Very deep convolutional Networks for large-scale Image recognition" [arxiv]Properties:19 weight layers, 144m parameters, 3x3 convolution filters, L2 regularised, dropout, No Local Response Normali ZationGooglenetOriginal paper: "going deeper with convolutions" [arxiv]Lates upgrade to the model achieves even better scores with models and import to

Golang Memory analysis/Dynamic tracking

arrow pointing to the block is the memory of the cumulative allocation of the stack of records, the amount of memory allocated for the other functions called by the function from the number indicated by the arrow on the block. The difference between them can be simply understood as this function, in addition to calling other functions, its own allocation. The numbers inside the block also reflect this, and the numbers are: (自身分配的内存 of 该函数累积分配的内存) . --inuse/alloc_space--inuse/alloc_objectsDiffer

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