# Eddie's Learning Record 38

**Published by:** [Eddie's Learning Records](https://paragraph.com/@eddiehe/)
**Published on:** 2023-03-29
**URL:** https://paragraph.com/@eddiehe/eddies-learning-record-38

## Content

1. DurationTuesday, March 13th, 2023 - Sunday, March 19th, 2023 2. Learning Records2.1 Applying MultithreadingApplied multithreading on the overall analysis. ME analysis and MaE analysis are processed on two threads separately. Applied multithreading on ME analysis. 2.2 RefactoringRefactored the spotting and evaluating as a function, which made the notebook more concise. 2.3 Words ProcessingKept 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 FixingDeleted the redundant softmax layer. 2.5 FeaturingUpdated 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. FeelingExhausted and TiredIt seemed that I was not recovered mentally and physically from the hiking last weekend.

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