coursera tensorflow

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Win10 TensorFlow (GPU) installation detailed

Win10 TensorFlow (GPU) installation detailedWritten in front: TensorFlow is Google's second generation of AI learning systems based on Distbelief, and its naming comes from its own operating principles. Tensor (tensor) means that n-dimensional arrays, flow (flow) means that based on the calculation of the flow graph, the TensorFlow is the calculation process of t

Learning notes TF049: TensorFlow model storage and loading, queue threads, loading data, custom operations, tf049tensorflow

Learning notes TF049: TensorFlow model storage and loading, queue threads, loading data, custom operations, tf049tensorflow Generate the checkpoint file (chekpoint file). The extension is. ckpt, And the tf. train. Saver object is generated by calling Saver. save. Contains weights and other program-Defined variables, excluding the graph structure. Another program needs to re-create the graphic structure to tell Ten

Installation and use of TensorFlow syntaxnet

Installation of TensorFlow SyntaxnetBefore installing, make sure that Ubuntu, Python, TensorFlow, and some of the appropriate packages are installed successfully.1. Installing Syntaxnet# (1) Pip$ sudo apt-get install python-virtualenv# (2) PIP3$ sudo apt-get install python3-virtualenv2. Create the TensorFlow environment in Virtualenv$ virtualenv--system-sit-packa

Ubuntu 16.04 LTS tensorflow-cpu/cuda9.0 + Cudnn7.0 + tensorflow1.5-gpu_ environment configuration

Before outlining this tutorial for Ubuntu 16.04 Tensorflow-gpu or a CPU version installation, be sure to perform a 1.1.1 operation to verify that your video card is Nividia and supports GPU computing. If you do not support GPU operations, you can only install the TENSORFLOW-CPU version, skipping the 1, 2, 3 headings directly, from 4. Virtualenv + Tensorflow1.5, and choose to install CPU version Note ... Whe

TensorFlow Series-Basic usage

In order to use TensorFlow, we need to understand what TensorFlow is. The following is a description of the 5 characteristics of TensorFlow: Use a graph to indicate that the calculation process uses sessions (sessions) to perform diagrams using tensors to represent data using variables to maintain state using feeds and fetches operations to remove or deposit data

On-line prediction of deep learning based on TensorFlow serving

First, prefaceAs deep learning continues to evolve in areas such as image, language, and ad-click Estimation, many teams are exploring the practice and application of deep learning techniques at the business level. And in the Advertisement Ctr forecast aspect, the new model also emerges endlessly: Wide and deep[1], Deepcross network[2], deepfm[3], Xdeepfm[4], the American Regiment many deep study blog also did the detailed introduction. However, when the offline model needs to be online, it will

TensorFlow Introductory Tutorials Collection __nlp/deeplearning

TensorFlow Introductory Tutorials 0:bigpicture The speed of introduction TensorFlow Introductory Tutorial 1: Basic Concepts and understanding TensorFlow Getting Started Tutorial 2: Installing and Using TensorFlow Introductory Tutorials The basic definition of 3:CNN convolution neural network understanding

Win10 under TensorFlow GPU Edition installation

Get ready:System environment: WINDOWS10 + Anaconda3 + pycharm(1) environment configuration:Open Anaconda Prompt, enter the Tsinghua warehouse image, so the update will be faster:Input:Conda config--add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/--set show_channel_ URLs YesAlso in Anaconda Prompt use Anaconda to create a python3.5 environment, the environment name is TensorFlow, enter the following command:Conda create-n

Android things feature 6 complete chestnuts: using TensorFlow to parse images

Google Development Technology expert (GDE) Wangyucheng (York Wang)So much has been said before, as if there is not a general concept, how do we write a complete code?Now deep learning is very hot, then we are in the Android things, using the camera to capture pictures, let TensorFlow to identify the image, and finally use the speaker to tell us the results.Isn't it cool? Say the basic function is said so long a string, that base code how long ah?Proje

[Issue record] TensorFlow Test Mnist failed __tensorflow

After the first two TensorFlow test Mnist sample articles uploaded, csdn swallowed my diagram and tested it again when the following problems occurred [test@dl1 mnist]$ python mnist_test_begin.py I tensorflow/stream_executor/dso_loader.cc:135] successfully opened CUDA Library libcublas.so.8.0 locally I tensorflow/stream_executor/dso_loader.cc:135] successfully

Easy tutorial for installing TensorFlow under windows with Pycharm

79760616Recently began to learn the relevant knowledge of deep learning, ready to combat, read some about TensorFlow installation blog, around a few bends, so to fill the pit (redundant installed or non-Windows), mainly around the use of pycharm need to tensorflow installation process.Environment: WINDOWS10 Professional Edition. Just want to run a little bit tensorflow

WINDOWS10 Installing the TensorFlow GPU version (PIP3 installation method)

and the version information indicates that the installation was successful.(2), download CUDNNTensorFlow version different, the need for the CUDNN version is not the same, see TensorFlow release notes, such as: tensorflow1.3 Release Notes Configure CUDNN Download to the corresponding version of CUDNN (tensorflow1.3 need cuDNN6, can be downloaded to https://www.zhihu.com/question/37082272), unzip: The extracted bin directory is

Installing TensorFlow (CentOS) under Linux

One, Python installationCentOS comes with python2.7.5, this step can be omitted.Second, Python-pipPip--python index package, lifetimes Linux yum, installs the Management Python software pack.Yum Install Python-pip python-develThird, installation TensorFlowInstalling Linux and python2.7-based TensorFlow 0.9Pip Install https://storage.googleapis.com/tensorflow/linux/cpu/

The study and application of into gold deep learning tensorflow framework in smelting number video tutorial

Time of instruction:This course will begin on April 1. The duration of the course is approximately 14 weeks. Subject:People who are interested in deep learning AI, who want to learn about deep learning practices. learners need a little bit of the basics of Python development and deep learning, neural network fundamentalsCourse Environment:Windows10 + AnacondaHarvest Expectations:Master the basic use of TensorFlow and Tensorboard, can skillfully use

Comparison between Caffe, TensorFlow, and MXnet open source libraries

Comparison between Caffe, TensorFlow, and MXnet open source libraries Recently, Google opened up its internal deep learning framework TensorFlow [1] and discussed the three open-source libraries in combination with the open-source MXNet [2] and Caffe [3, among them, only Caffe has carefully read the source code. The other two libraries only read the official documentation and some comments from researchers.

tensorflow-related APIs

tensorflow-Correlation Apitensorflow Correlation function understanding Task Time: Unknown time Tf.truncated_normaltruncated_normal( shape, mean=0.0, stddev=1.0, dtype=tf.float32, seed=None, name=None)Function Description:Produces a truncated normal distribution random number, the value range is [mean - 2 * stddev, mean + 2 * stddev] .Parameter list: Name of parameter must-Choose type Descr

TensorFlow Official Edition Tutorial Chinese version

November 9, 2015, Google released the AI system TensorFlow and announced open source, the same day, the Geek College organization online tensorflow Chinese document translation. One months later, the 30 chapters of the document are all translated and proofread, on-line and provide e-book download, this document on-line for domestic and foreign use of Chinese learning te

Install the deep learning framework TensorFlow in Ubuntu

Install the deep learning framework TensorFlow in Ubuntu I recently learned about TensorFlow, a new open-source deep learning framework for Google. It was found that python 2.7.x is needed when installing it; I have been using CentOS for Linux before. While CentOS is not updated, the built-in Python is usually less than python2.6. In addition, many components in the system depend on python2.6, so you cannot

Using TensorFlow under Windows

The previous log (http://www.cnblogs.com/huidong/p/5426556.html) wrote how to install Docker under Windows and install TensorFlow on the VM.Every time you start a tensorflow under window, you have to be sure to start the VM every time. For example, my VM's name is Vdocker, so start it and the regenerate certificate needs to be used.$docker-Machinestart Vdocker$docker-machine regenerate-certs vdockerCheck th

"Go" really start from scratch, TensorFlow detailed installation of getting Started graphics tutorial! (To help you finish the hardest one from 0 to 1)

Ai This concept seems to suddenly fire up, the beginning of the big score to win Li Shishi Alphago success attracted a lot of attention, but in fact, look at your phone's voice assistant, face recognition on the camera, today's headlines to help you automatically filter out the news, as well as the major music software song "Daily Recommended" ... All kinds of AI have already entered all aspects of our lives. Profoundly affected us, it can be said, this is an AI era.In fact, at the end of last y

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