Not much comments in code.

[markyen001]

Dear @cclauss

Thank you for sharing this code! I understand the theory that is written in the paper, so now I've been trying to go through the code line by line to understand how the theory is implemented. However, there aren't many comments, so it's difficult to understand what most of the code is doing. I've been trying to put in comments wherever possible. Do you have a version of the code with detailed comments? Or perhaps some kind of documentation that explains how the functions work? Any help would be greatly appreciated!

Furthermore, the code makes a bunch of copies of the same scripts in different directories. I can't tell if there are any differences between each copy of scripts.

Thank you so much for your time and have a wonderful day!

[cclauss]

I am not the author of this code. I assume that @quark0 is.

Currently, the code has 5 easy to fix Syntax Errors when running on modern Python versions. Just change async to non_blocking in each instance below.

flake8 . --count --select=E9,F63,F7,F82,Y --show-source --statistics
./cnn/test.py:85:52: E999 SyntaxError: invalid syntax
    target = Variable(target, volatile=True).cuda(async=True)
                                                   ^
./cnn/test_imagenet.py:94:52: E999 SyntaxError: invalid syntax
    target = Variable(target, volatile=True).cuda(async=True)
                                                   ^
./cnn/train.py:119:37: E999 SyntaxError: invalid syntax
    target = Variable(target).cuda(async=True)
                                    ^
./cnn/train_imagenet.py:176:27: E999 SyntaxError: invalid syntax
    target = target.cuda(async=True)
                          ^
./cnn/train_search.py:140:58: E999 SyntaxError: invalid syntax
    target = Variable(target, requires_grad=False).cuda(async=True)
                                                         ^
5     E999 SyntaxError: invalid syntax
5

[markyen001]

Dear @quark0

Do you happen to have any documentation about how each function is properly used? Any help would be appreciated! Thank you so much!

Mark