Getting good mixing with many input datafiles in tensorflow
问题 I'm working with tensorflow hoping to train a deep CNN to do move prediction for the game Go. The dataset I created consists of 100,000 binary data files, where each datafile corresponds to a recorded game and contains roughly 200 training samples (one for each move in the game). I believe it will be very important to get good mixing when using SGD. I'd like my batches to contain samples from different games AND samples from different stages of the games. So for example simply reading one