Hippocampus's Garden

読書記録とともに2022年度（＝入社3年目）を雑に振り返ります。

PyTorch 2.0 introduced a new feature for JIT-compiling. How can it accelerate model training and inference?

Learn how to easily obtain a list of email addresses for team members.

『データ指向アプリケーションデザイン』のまとめと感想です。

A quick guide for RLHF using trlX, OPT-1.5B, and LoRA.

ハイパーパラメータを決めるためのガイドである『Deep Learning Tuning Playbook』をまとめました。

Uncover the top deep learning advancements of 2022. A year-in-review of key research papers and applications.

HuBMAP + HPA was a competition on image segmentation with a twist in how to split the dataset. How did winners approach this problem?

If you want more shm in Workbench, specify shm size in the "Metadata" pane when creating a notebook.

Two ways to calculate color histogram: OpenCV-based and PyTorch-based.