PyCDA
PyCDA copied to clipboard
What's the "spatial ratio"?
I can't find it in yr paper. And what's the "weighted_softmax" in train_pycda.py?
Hi Bonsen, "spatial ratio" is the spatial frequency distribution used in CBST. "Weighted_softmax" is the frequency distribution over a global image. It's referred to the curriculum loss in the paper.
Hi,
Am i right to assume that this spatial ratio/spatial priors is what is named "local_array.npy" in your project ?
And why do you remove poly learning rate when you use spatial ratio ?
Hi Xcrid,
Yes, it is in "local_array.npy"
In the spatial priors, I have decreased the initial learning rate by 0.1 due to the the batch size issue, so I remove it during training.