For models, the quality of hyperparameter settings can significantly impact performance. However, manually adjusting them can be quite tedious. We can utilize various tools for the automatic tuning of model hyperparameters; for instance, in this article, we use ray.tune for adjustment. It only requires minor modifications—about a dozen lines—to the original code to start the automated tuning process (I personally find it easier to use than NNI).

Recently, I've been researching attacks on AI systems for my final year project. Below is a brief overview of some of the research, mainly on newer adversarial attacks on computer vision and NLP.

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As the title is not so accurate, it should say that almost all notes are written in Obsidian, but some note that need handwritten still being written by OneNote, after all Obsidian doesn't official support handwritten.

And the difficulty to use Self-hosted LiveSync is to set up the HTTPS(needs domain name), without which mobile devices may not able to sync. Luckily, with (free version) taiscale, we do not need to buy a domain name or have a public IP!

By default, DOSBox's window size is specified in pixels, which is a little bit too small for modern screens. It is not possible to drag and drop the window to resize it, although it is possible to use alt + Enter to switch it to full-screen mode, but for efficiency reasons it is better to resize the window.