1. Duration

Tuesday, March 13th, 2023 - Sunday, March 19th, 2023

2. Learning Records

2.1 Applying Multithreading

Applied multithreading on the overall analysis. ME analysis and MaE analysis are processed on two threads separately.

Applied multithreading on ME analysis.

2.2 Refactoring

Refactored the spotting and evaluating as a function, which made the notebook more concise.

2.3 Words Processing

Kept writing the patent paper. Added formulas, sketch images, and the reason why Swin Transformer, Shifted Patch Tokenisation and Locality Self-Attention work fine.

Nevertheless, paperwork is some kind of worth as I found a redundant softmax layer was applied to the model when I was writing the patent demonstration.

2.4 Fixing

Deleted the redundant softmax layer.

2.5 Featuring

Updated the pytorch to version 2.0 and tried torch.compile. Unfortunately, it failed. Maybe the reason is that my model is running in eager mode.

3. Feeling

Exhausted and Tired

It seemed that I was not recovered mentally and physically from the hiking last weekend.