Jongsoo Park

Thanks for your contribution. I think your contribution on dense Winograd convolution can be more appreciated in the main caffe branch because SkimCaffe focuses on taking advantage of sparsity. Also,...

Sorry about late reply. The error sounds like OpenMP is not on in your compiler option. What's the version of your Intel compiler? Can you comment Q ?= @ (the...

Sorry about late reply. You're not doing anything wrong. Training directly in Winograd domain was challenging as described in our paper (https://arxiv.org/pdf/1702.08597.pdf . See Section 6.1 for the comment on...

BTW, If I can understand your goal, I may be able to help you better. Do you want to see how much sparsity you can get in Winograd domain in...

Our work on sparse Winograd was by no means complete, especially on the training side because we needed very low learning rate and so on, so any improvements up on...

Sorry about late reply. Can you tell me the exact command you used and share or point to all necessary files needed like /home/x/DIGITS/digits/jobs/20180302-235120-dbc4/train_db so that I can reproduce?

I'm not familiar with DIGITS and don't have an access to it. Is there a way to reproduce your result without DIGITS?

I know what DIGITS is. Just I haven't used it before and don't have an access to it. I just need what input data is used for training and validation....

OK, I'll take a look at this weekend. Sorry about the delay again.

I was not able to get a good accuracy with your prototxt even if I change back Winograd to Convolution (because I really don't know how to get this ->...