Transferred from: https://blog.csdn.net/xg123321123/article/details/78017997This blog is transferred from the following blog:TensorFlow Learning Notes 2:about Session, Graph, operation and TensorCs20si:tensorflow for study Note 1
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1TensorFlow is a graph-based computing system.The nodes of a graph are composed of operations (operation), and each node of the graph is connected by tensor (Tensor) as an edge.So the TensorFlow cal
Brief introductionPrevious note: TensorFlow study notes 1:get Started We talked about TensorFlow is a computing system based on graph. The nodes of the graph are made up of operations (operation), and each node of the graph is connected by tensor (Tensor) as an edge. So TensorFlow's calculation process is a tensor flow graph. The TensorFlow diagram must be calcul
Cited articles
1. Python 2.7, Ubuntu14.04 as the base environment
# Ubuntu/linux 64-bit, CPU only, Python 2.7:
$ sudo pip install--upgrade https://storage.googleapis.com/tensorflow/l INUX/CPU/TENSORFLOW-0.8.0-CP27-NONE-LINUX_X86_64.WHL
# ubuntu/linux 64-bit, GPU enabled, Python 2.7. Requires CUDA Toolkit 7.5 and CuDNN v4. With GPU acceleration, you need to install Cuda and CUDNN
# for other versions, see "
Win7 Installing the anaconda+tensorflow+ configuration PycharmMarch 31, 2017 10:52:17Hits: 24251First summarize oneself encounters the pit: (Look back to think actually installs very simple)
The first pit: Anaconda must install version 4.2, cannot install version 4.3; Full of blood and tears.Because we need to install our own Python must be 3.5 before we can call TensorFlowBut the anaconda4.3 is python3.6 and cannot be called TensorFlowSecond
TensorFlow is one of the widely used libraries for implementing Machine learning and other algorithms involving large numb Er of mathematical operations. TensorFlow is developed by Google and it's one of the most popular Machine Learning libraries on GitHub. Google uses TensorFlow for implementing Machine learning in almost all applications. For example, if your
1 failedpreconditionerror Error phenomenaWhen running TensorFlow error, the error statement is as follows:Failedpreconditionerror (see above for Traceback): Attempting to use uninitialized value Variable[[Node:variable/read = _mklidentity[t=dt_float, _kernel= "Mklop", _device= "/job:localhost/replica:0/task:0/device: Cpu:0 "] (Variable, DMT/_0)]A straightforward translation of the cause of the error (letter, elegance, and accuracy of the serious missi
In the previous article, although the results were correct, the result was an error at the end of the run:
_1_input_producer:skipping cancelled enqueue attempt with \ not closed
This is mainly because the main thread has been closed, but the read Data queue thread is still executing the team. This article from the "Understanding of TensorFlow Queue", the article on the TF queue is very detailed, benefit, it is necessary to reprint over. There are some
Reference website:[1] tensorflow official website Tutorials [2] Geek College 's translation of TensorFlow's official website tutorial[3] How to install TensorFlow under Csdn-ubuntuhttp://blog.csdn.net/zhaoyu106/article/details/52793183 [CSDN]Https://github.com/tensorflow/tensorflow/blob/master/
Always have a habit, see open source code updated, always want to update to the latest version, if ignored, I feel lazy or some irresponsible, this may be a form of obsessive-compulsive disorder it;
A few nights ago git pull tensorflow, after finished also did not go after it, these two days to think up or do things manage it, also want to focus on the study into the TensorFlow, do play to feel ^_^. Acco
Installation Environment
Win10
Python3.6.4
More than 3.5 version can be, currently tensorflow only support 64-bit python3.5 above version
NumPy
After installing Python, open the terminal cmd input PIP3 install NumPy
Specific ProcessDownload installation
Cuda8.0,
must be 8.0 version. Download the address and follow the image below to download the local installation package.
If the installation is wrong remember to uninstall the previous removal c
Tags: getdir class latest Run 0.11 directory with validation LinuTensorFlow is a deep learning framework with two installed versions to choose from:
TensorFlow with the CPU support is only recommended to install this version because it is easy to install and very fast (installs in just 5-10 minutes).
TensorFlow with GPU support if you have an NVIDIA GPU, you can install this version. This versi
There are three methods for reading Tensorflow data (next_batch ),
Tensorflow data can be read in three ways:
Preloaded data: pre-load data
Feeding: Python generates data and then feeds the data to the backend.
Reading from file: read directly from the file
What are the differences between the three read methods? First, we need to know how TensorFlow (TF)
1, after the installation is complete, open anaconda Prompt, create tensorflow virtual environmentIn the prompt, enter:>>> Conda create-n TensorFlow python=3.52. Enter TensorFlow environment, enter>>> Activate TensorFlowBefore the command line, you can see the Add (TensorFlow) before entering the promptBecame like this
TensorFlow Quick start for handwritten digit recognition
Environment: Virtual machine ubuntun16.0.4 TensorFlow (CPU version only)TensorFlow installation See:http://blog.csdn.net/yhhyhhyhhyhh/article/details/54429034Or:Http://www.tensorfly.cn/tfdoc/get_started/os_setup.htmlIn this paper, we will use TensorFlow to te
My computer did not install a dual system, so decided to install a tensorflow in the virtual machine, the following is the installation process:1. Installing Anaconda2 for LinuxThe official website under the words very slowly, to the Tsinghua Mirror website, I last article has the websiteInstallation: Bash anaconda2.shNext, you can choose whether to create a virtual environment, create the words Conda create-n ten
1. Installing TensorFlow
Pip
Pip is a Python package installation and management tool, and the installation method is as follows
# ubuntu/linux 64-bit
$ sudo apt-get install python-pip python-dev
# Mac OS X
$ sudo easy_install pip
Installing TensorFlow
# Ubuntu/linux 64-bit, CPU only, Python 2.7:
$ sudo pip install--upgrade https://storage.googleapis.com/tensorflow
TensorFlow implements the Softmax regression model, tensorflowsoftmax
I. Overview and complete code
Tensorflow encapsulates MNIST (MixedNational Institute of Standard and Technology database), a very simple machine vision dataset, and can directly load MNIST data into the expected format. this program uses Softmax Regression to train the classification model for Handwritten Digit Recognition.
First look at
The current popular deep learning library has Caffe,keras,theano, this article uses the Google Open source has used to make Alphago's deep learning system TensorFlow.1: Install TensorFlowThe earliest TensorFlow only supported Mac and Linux systems and currently supports Windows systems, but requires a python3.5 (64bit) version. TensorFlow has CPU and GPU versions
The following two issues were encountered in TensorFlow Chinese document Learning TensorFlow in TensorFlow official documents and Geek College:1) attributeerror:module ' TensorFlow ' has no attribute ' sub '# Enter an interactive tensorflow session Import == tf. Variable ([
Install TensorFlow source code in Ubuntu 15.04
This article describes how to install TensorFlow source code. The installed system is Ubuntu 15.04.Obtain TensorFlow source code
1
git clone --recurse-submodules https://github.com/tensorflow/tensorflow
Use--re
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