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TensorFlow Guide 官方文档
Tutorials
A Guide to TF Layers: Building a Convolutional Neural Network
Convolutional Neural Networks
How to Retrain Inception's Final Layer for New Categories
Image Recognition
Large-scale Linear Models with TensorFlow
Mandelbrot Set
Partial Differential Equations
Recurrent Neural Networks
Sequence-to-Sequence Models
TensorFlow Linear Model Tutorial
TensorFlow Wide & Deep Learning Tutorial
Tutorials
Using GPUs
Vector Representations of Words
Extend
A Tool Developer's Guide to TensorFlow Model Files
Adding a Custom Filesystem Plugin
Adding a New Op
Creating Estimators in tf.contrib.learn
Custom Data Readers
Extend
TensorFlow Architecture
TensorFlow in other languages
Performance
Benchmarks
Broadcasting semantics
Developing a new backend for XLA
High-Performance Models
How to Quantize Neural Networks with TensorFlow
Operation Semantics
Performance
Performance Guide
Shapes and Layout
Using AOT compilation
Using JIT Compilation
XLA Overview
Get Started
Building Input Functions with tf.contrib.learn
Deep MNIST for Experts
Getting Started
Logging and Monitoring Basics with tf.contrib.learn
MNIST For ML Beginners
TensorBoard Histogram Dashboard
TensorBoard: Embedding Visualization
TensorBoard: Graph Visualization
TensorBoard: Visualizing Learning
TensorFlow Mechanics 101
tf.contrib.learn Quickstart
Deploy
Deploy
Distributed TensorFlow
How to run TensorFlow on Hadoop
TensorFlow Serving
Guide
Exporting and Importing a MetaGraph
Frequently Asked Questions
How to Use TensorFlow Debugger with tf.contrib.learn
Programmer's Guide
Reading data
SavedModel CLI
Sharing Variables
Supervisor: Training Helper for Days-Long Trainings
Tensor Ranks, Shapes, and Types
TensorFlow Data Versioning: GraphDefs and Checkpoints
TensorFlow Debugger Command-Line-Interface Tutorial: MNIST
TensorFlow Version Semantics
Threading and Queues
Variables: Creation, Initialization, Saving, and Loading
Index
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