The memory of the TensorFlow node object could not be reclaimed
joylibo opened this issue · comments
When I try to ran the code Chapter 5 - 05 CNN Implementation.ipynb
. I noticed that the memory of the TensorFlow node object could not be reclaimed(For example image_file = tf.read_file(image_filename)), and as the for loop in the write_records_file method deepened, the python program took more and more memory, causing me to fail to write all the converted Picture file. What is your solution to this problem?
I have solved this problem by
for breed, image_filenames in dataset.items():
g = tf.Graph()
with g.as_default():
...