tf.train.do_quantize_training_on_graphdef( input_graph, num_bits )
A general quantization scheme is being developed in
THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: GraphDef quantized training rewriter is deprecated in the long term
Consider using that instead, though since it is in the tf.contrib namespace, it is not subject to backward compatibility guarantees.