parse_tf_events_file.py

import tensorflow as tf
# adapted from https://stackoverflow.com/a/40029298/2466336

if __name__ == '__main__':
    
    path_to_events_file = '/home/kashefy/models/ae/log_simple_stats/2017-07-18_12-22-45/events.out.tfevents.1500373527.hobbes'
    tag = 'mlp_layer-1/loss_classification_1'
#    with open(fpath, "r") as f:
#        
#        
#    x = [v.simple_value for e in tf.train.summary_iterator(path_to_events_file) for v in e.summary.value if v.tag == 'layer-1/Mean_1' ]
    for e in tf.train.summary_iterator(path_to_events_file):
        ev = tf.Event()
        for v in e.summary.value:
            if v.tag == tag:
                print(v.tag, e.wall_time, e.step)