Posts by Year

2025

Using torchrun for Distributed Training

2 minute read

torchrun is a utility provided by PyTorch to simplify launching distributed training jobs. It manages process spawning, inter-process communication, and reso...

2021

2020

2019

For research beginner

2 minute read

Here’s a revised version of your post for better flow, clarity, and grammatical correctness:

2018

Reinforcement learning notes

10 minute read

Table of contents Basic Cross-entropy method Tabular Learning DQN Policy Gradients DRL in NLP NN functions