Question: how to open ckpt file?
Answer: Use tf. train. NewCheckpointReader("inception_resnet_v2_2016_08_30. ckpt") to open the checkpoint file. ... 
If you have one, load a MetaGraph for the checkpointed mode, which includes the graph structure and a mapping from that graph structure to the variables in the checkpoint.