structure

Tensorflow – Graph Freezing

On: October 2, 2019

In: AI, Computer Vision, Deep Machine Learning, NLP, Reinforcement Learning

In prediction/inference mode, variable types are unnecessary, so by freezing the graph we convert all variables in a graph and checkpoint into constants. Also there are structure nodes and operations related to training that we don’t need and can be removed by the freezing process as well. The freezing processContinue Reading