Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Remove debug flag, add optimization

Added gprof output

Fixed timer

Added timer for each period of training

refactored some code. uploading model weights

Reorganizing code

WOW it works!

dense layers work, no idea why conv layer doesn't work