《tensorflow》专题

The tf.learn API provides (among other things) a rich set of tools for working with linear models in TensorFlow. This document provides an overview of those tools. It explains: what a linear model is.

Semantic Versioning 2.0 TensorFlow follows Semantic Versioning 2.0 (semver) for its public API. Each release version of TensorFlow has the form MAJOR.MINOR.PATCH. Changes to the each number have the f

[TOC] In @{$debugger$a previous tutorial}, we described how to use TensorFlow Debugger (tfdbg) to debug TensorFlow graphs running in @{tf.Session} objects managed by yourself. However, many users find

[TOC] (Experimental) TensorFlow debugger (tfdbg) is a specialized debugger for TensorFlow. It provides visibility into the internal structure and states of running TensorFlow graphs. The insight gaine

As described in @{$version_semantics#compatibility-for-graphs-and-checkpoints$Compatibility for Graphs and Checkpoints}, TensorFlow marks each kind of data with version information in order to maintai

When modern neural networks were being developed, the biggest challenge was getting them to work at all! That meant that accuracy and speed during training were the top priorities. Using floating poin

The APIs in TensorFlow 1.0 have changed in ways that are not all backwards compatible. That is, TensorFlow programs that worked on TensorFlow 0.n won't necessarily work on TensorFlow 1.0. We have made

这篇指南描述了如何在 Windows 上安装 TensorFlow。 确定 TensorFlow 版本 如下之中选择一种来安装: 只支持 CPU 的 TensorFlow。如果你的系统不支持 NVIDIA® GPU, 你必须安装这个版本。这个版本的 TensorFlow 通常安装起来比较简单（一般 5 到 10分钟），所以即使你拥有 NVIDIA GPU，我们也推荐首先安装这个版本。 支持 GPU

This guide explains how to build TensorFlow sources into a TensorFlow binary and how to install that TensorFlow binary. Note that we provide well-tested, pre-built TensorFlow binaries for Linux, Mac,

This guide explains how to install TensorFlow on Mac OS X. Determine which TensorFlow to install You must choose the type of TensorFlow to install. Your choices are as follows: TensorFlow with CPU sup

这篇指南描述了如何在 Ubuntu 上安装 TensorFlow。这些实例也可能在其他 Linux 版本生效，但我们只在 Ubuntu 14.04 及更高的版本上测试过。 确定 TensorFlow 版本 如下之中选择一种来安装: 只支持 CPU 的 TensorFlow。如果你的系统不支持 NVIDIA® GPU, 你必须安装这个版本。这个版本的 TensorFlow 通常安装起来比较简单（一般

TensorFlow provides APIs for use in Java programs. These APIs are particularly well-suited to loading models created in Python and executing them within a Java application. This guide explains how to

TensorFlow provides APIs for use in Go programs. These APIs are particularly well-suited to loading models created in Python and executing them within a Go application. This guide explains how to inst

TensorFlow provides a C API defined in c_api.h, which is suitable for building bindings for other languages. The API leans towards simplicity and uniformity rather than convenience. Supported Platform

如下指南描述了如何安装TensorFlow的不同版本。 在 Ubuntu 上安装 TensorFlow 在 Mac OS X 上安装 TensorFlow 在 Windows 上安装 TensorFlow 从源码安装 TensorFlow Python TensorFlow API 自版本 0.n 到 1.0 变化花了很多。如下指南描述了如何从老旧 TensorFlow 应用迁移到1.0版本。 迁