Used Pretraing Model In Tensorflow .ckpt File

I have a ckpt file . I just want to get the weights of the cnn that I have trained from a ckpt checkpoint file.? inception_resnet_v2_2016_08_30 import tensorflow as tf saver = tf

Solution 1:

The tf.train.Saver.restore() method only works if you have already built the graph structure (including a set of tf.Variable objects) into which the checkpoint will be restored. You have (at least) two options for solving this problem:

1. Use tf.train.NewCheckpointReader("inception_resnet_v2_2016_08_30.ckpt") to open the checkpoint file. You can call the get_tensor() method on the returned object to look up a saved variable by name, or the get_variable_to_shape_map() method to get a list of the available variables.

2. 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.