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diff --git a/tensorflow/tensorboard/README.md b/tensorflow/tensorboard/README.md new file mode 100644 index 0000000000..eb85a1e461 --- /dev/null +++ b/tensorflow/tensorboard/README.md @@ -0,0 +1,66 @@ +# TensorBoard + +TensorBoard is a suite of web applications for inspecting and understanding your +TensorFlow runs and graphs. + +Example Usage: + +``` +python tensorflow/tensorboard/tensorboard.py --logdir=path/to/logs +# if installed via pip +tensorboard --logdir=path/to/logs + +# if building from source +bazel build tensorflow/tensorboard:tensorboard +./bazel-bin/tensorflow/tensorboard/tensorboard --logdir=path/to/logs + +# then connect to http://localhost:6006 +``` + +Note that TensorBoard requires a `logdir` to read logs from. For info on +configuring TensorBoard, run `tensorboard --help`. + +TensorBoard includes a backend (tensorboard.py) that reads TensorFlow event data +from the *tfevents* files, and then serves this data to the browser. It also +includes a frontend (app/tf-tensorboard.html) that contains html and javascript +for displaying this data in a UI. + + +## Building the TensorBoard frontend + +### Install Node, npm, gulp, bower, and tsd in your machine +Get nodejs and npm through whatever package distribution system is appropriate +for your machine. For example, on Ubuntu 14.04, run +`sudo apt-get install nodejs nodejs-legacy npm`. Then, run +`sudo npm install -g gulp bower tsd`. + +### Install project dependencies + +Inside this directory (`tensorflow/tensorboard`), +run the following commands. + + npm install + bower install + tsd install + +### Run Gulp Vulcanize + +Inside this directory, run `gulp vulcanize`. That will compile all of the +html/js/css dependencies for TensorBoard into a monolithic index.html file under +dist/. Once you've done this, you can locally run your own TensorBoard instance +and it will have a working frontend. + +### Frontend General Dev Instructions + +To speed up the development process, we can run the frontend code independently +of the backend, and mock out the backend with static JSON files. This allows +testing the frontend's correctness without needing to find real data and spin +up a real server. Look at app/demo/index.html for an example. + +The following gulp commands are useful: + +* `gulp test` - build, test, and lint the code +* `gulp watch` - build, test, and rebuild on change +* `gulp server` - start a livereload server on localhost:8000 +* `gulp` - alias for `gulp watch` +* `gulp vulcanize` - |