How to window or reset streaming operations in tensorflow?

Question

Tensorflow provides all sorts of nice streaming operations to aggregate statistics along batches, such as tf.metrics.mean.

However I find that accumulating

Answer 1

The metrics in tf.contrib.eager.metrics (which work both with and without eager execution) have a init_variable() op you can call if you want to reset their internal variables.