tensorflow

This is the various model files generated by TensorFlow: Graphdef (. pb)-A protobuf that represents the TensorFlow training and or computation graph. This contains operators, tensors, and variables definitions. CheckPoint (. ckpt)-serialized variables from a tensorflow graph. This is does not contain the graph structure, so alone it cannot typically is interprete

My device: Ubuntu14.04+gpu TensorFlow1.0.1 Related papers "Show and Tell:lessons learned from the Mscoco Image captioning Challenge" https://arxiv.org/abs/1609.06647 Last September, just open source Github:https://github.com/tensorflow/models/tree/master/im2txt#generating-captions According to GitHub's Readme Install related items First Bazel according to the official website $echo "Deb [arch=amd64] http://storage.googleapis.com/bazel-apt stable jdk

, then we mainly introduce the whole process of using tensorflow serving to deploy the WDL model to the line, and how to optimize the online service performance, we hope to inspire you.Ii. business scenarios and offline processes 2.1 business scenariosIn the ads in the scene, for each user, there will be a maximum of hundreds of ad recall, the model based on user characteristics and each ad-related characteristics, the user estimates the number of eac

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

Learning notes TF056: TensorFlow MNIST, dataset, classification, visualization, tf056tensorflow MNIST (Mixed National Institute of Standards and Technology) http://yann.lecun.com/exdb/mnist/, entry-level computer vision dataset, handwritten numbers for middle school students in the United States. The training set has 60 thousand images and the test set has 10 thousand images. The number is pre-processed, formatted, adjusted and centered, and the image

Tensorboard Tensorboard's official website tutorials are as follows:Https://www.tensorflow.org/versions/r0.7/how_tos/summaries_and_tensorboard/index.html A simple explanation: Tensorboard is a visual tool that can be used to view TensorFlow diagrams and various values and images in the process.1. Add "Summary operations" to the desired node in the TensorFlow program, and "Summary operations" collects the n

TensorFlow Installation and Example-(Ubuntu16.04.1 Anaconda3) Python-pip and Python-dev PIP is the default package manager for Python, install TensorFlow directly with PIP, install both packagesCommand: Apt-get install PYTHON-PIP Python-dev python-virtualenvYou can virtualenv create an isolated container to install TensorFlow. This is optional, whi

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