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p3i's Issues

Use os.mkdirs() to generate folders

In the function visualize_and_dump in p3i\utils\vis.py instead of generating the output folder with:
os.system(f'mkdir -p {args.output_dir}')

try to use the available dedicated function os.mkdirs:
os.makedirs(args.output_dir, exist_ok=True)

On my Windows 10 machine the former command had the side effect of generating a folder named '-p', as I think on Windows the command mkdir does not accept any parameter (https://docs.microsoft.com/en-us/windows-server/administration/windows-commands/mkdir).

where is the gradient descend

I have went through all the code and still not found some code like loss.backward(). So how does p3i do the gradient descend?

Default value for argument 'output_dir'

In the class P3IOptions, the default value for the argument output_dir is currently:
./results
but should be:
results

With the former, the commands os.path.join(args.output_dir, ...) in the function visualize_and_dump (in p3i\utils\vis.py) break on Windows 10, as ./results is a Unix path not valid on Windows.

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