1. Duration

Sunday, December 18th, 2022 - Saturday, December 24th, 2022

2. Learning Record

2.1 Learned Linux

I learned the terminal commands and learned to use WinSCP, and Putty. Besides, I learned to use the remote SSH interpreter. I could debug the code on my laptop. It runs smoothly as it doesn't need to take the delay from the remoter desktop. But it cost several seconds for saving. Weird.

2.2 Refactoring

Replace glob with pathlib.

Debugged the code on Linux. The biggest batch_size could be set to 128, which saved a huge amount of time during training. I only did the training on the Windows server once. Theoretically, it needed 36 h for one time of training. But as other users started to use the server, the 3D calculation part of the GUP was occupied 100%. Without a doubt, the server stuck. So actually, I didn't finish even one time of training on the Windows server.

2.3 Build A New Model

Built the sl-swin-transformer.

3. Feeling

3.1 Tired or Exhausted

It seemed that I got COVID-19 on December 19th, 2022. I needed to prepare for the NTCE exam as well as do experiments.