├── Load_Graph.jpg ├── Mat_Mul.jpg ├── README.md ├── Session_Run.jpg ├── Simple_Placer.jpg ├── conv2d.jpg ├── graph_construct.jpg ├── graph_loading.jpg ├── graph_meta.jpg ├── graph_optimize.jpg ├── mat_mul.jpg ├── session_run.jpg ├── session_run_dist.jpg ├── simple_placer.jpg └── thread_pool.jpg /Load_Graph.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/Load_Graph.jpg -------------------------------------------------------------------------------- /Mat_Mul.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/Mat_Mul.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ## tensorflow 源码分析 2 | 3 | [[图解tensorflow源码] [原创] Tensorflow 图解分析 （Session, Graph, Kernels, Devices）](http://www.cnblogs.com/yao62995/p/5773578.html) 4 | 5 | ## TF Prepare 6 | 7 | [[图解tensorflow源码] 入门准备工作](http://www.cnblogs.com/yao62995/p/5773142.html) 8 | 9 | [[图解tensorflow源码] TF系统概述篇](http://www.cnblogs.com/yao62995/p/5773184.html) 10 | 11 | ## Session篇 12 | 13 | [[图解tensorflow源码] Session::Run()流程图 （单机版）](http://www.cnblogs.com/yao62995/p/5773036.html) 14 | 15 | [[图解tensorflow源码] Session::Run() 分布式版本](http://www.cnblogs.com/yao62995/p/5773043.html) 16 | 17 | ## Graph 篇 18 | 19 | [[图解tensorflow源码] Graph 图模块 （UML视图）](http://www.cnblogs.com/yao62995/p/5773070.html) 20 | 21 | [[图解tensorflow源码] Graph 图模块 —— Graph Loading](http://www.cnblogs.com/yao62995/p/5773080.html) 22 | 23 | [[图解tensorflow源码] Graph 图构建 （Graph Constructor）](http://www.cnblogs.com/yao62995/p/5773088.html) 24 | 25 | [[图解tensorflow源码] Graph 图优化 （graph optimizer）](http://www.cnblogs.com/yao62995/p/5773103.html) 26 | 27 | ## Device 篇 28 | 29 | [[图解tensorflow源码] Simple Placer节点布放算法](http://www.cnblogs.com/yao62995/p/5773053.html) 30 | 31 | [[图解tensorflow源码] [转载] tensorflow设备内存分配算法解析 （BFC算法）](http://www.cnblogs.com/yao62995/p/5773166.html) 32 | 33 | [[图解tensorflow源码] 线程池模块分析 (CPU thread pool device)](http://www.cnblogs.com/yao62995/p/5773063.html) 34 | 35 | ## Op Kernels 篇 36 | 37 | [[图解tensorflow源码] MatMul 矩阵乘积运算 （前向计算，反向梯度计算）](http://www.cnblogs.com/yao62995/p/5773029.html) 38 | 39 | [[图解tensorflow源码] Conv2d卷积运算 （前向计算，反向梯度计算）](http://www.cnblogs.com/yao62995/p/5773018.html) 40 | 41 | 42 | -------------------------------------------------------------------------------- /Session_Run.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/Session_Run.jpg -------------------------------------------------------------------------------- /Simple_Placer.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/Simple_Placer.jpg -------------------------------------------------------------------------------- /conv2d.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/conv2d.jpg -------------------------------------------------------------------------------- /graph_construct.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/graph_construct.jpg -------------------------------------------------------------------------------- /graph_loading.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/graph_loading.jpg -------------------------------------------------------------------------------- /graph_meta.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/graph_meta.jpg -------------------------------------------------------------------------------- /graph_optimize.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/graph_optimize.jpg -------------------------------------------------------------------------------- /mat_mul.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/mat_mul.jpg -------------------------------------------------------------------------------- /session_run.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/session_run.jpg -------------------------------------------------------------------------------- /session_run_dist.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/session_run_dist.jpg -------------------------------------------------------------------------------- /simple_placer.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/simple_placer.jpg -------------------------------------------------------------------------------- /thread_pool.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yao62995/tensorflow/7ec8cb5abe941aecb88696b6959c4c7a0c57ac33/thread_pool.jpg --------------------------------------------------------------------------------