how to create mini batches in tensorflow

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Santiago
28 Mar 2018
1# shuffle_batch will shuffle the data in each minibatch
2tf.train.shuffle_batch([data, labels], batch_size=batch_size,
3					   capacity=capacity,
4					   num_threads=threads,
5					   allow_smaller_final_batch=True)
6'''
7 batch() will pull minibatches in the order it reads from the
8 tensors
9'''
10tf.train.batch([data, labels], batch_size=batch_size,
11			   capacity=capacity,
12			   num_threads=threads,
13			   allow_smaller_final_batch=True)
14