Dmitry.AI

What does mean «train_config» → «gradient_clipping_by_norm» in TensorFlow?

computer-vision
object-detection
training
tensorflow
tensorflow-api
tensorflow-object-detection
(Dmitry Fedyuk) #1
(Dmitry Fedyuk) #2

This is necessary to avoid exploding gradients.
We set the value of 10 through experimentation but it can be adjusted.

blog.algorithmia.com/deep-dive-into-object-detection-with-open-images-using-tensorflow