Jianchao Li
Software Engineer at Meta
Welcome to my corner of the internet. I’m a software engineer who pair programs with AI. Here I share my learnings, experiments, and thoughts on technology and beyond.
Recent
Why Every Software Engineer Should Use AI
·4 mins
This post shares my perspectives on why every software engineer should use AI — a cultural shift as significant as any we’ve experienced.
The Double-Edged Sword of Compounding
While many investors understand the power of compound returns, they may not fully grasp that compounding can also result in a significant downside. This post explores this double-edged sword.
Interpret PyTorch Models with Captum
·5 mins
I used Captum to interpret the output of a MobileNetV2, which visualized the main regions in the input image that drove the model to generate its output.
Connecting Computer Vision and Natural Language
··8 mins
I combined my previous posts on image captioning and visual question answering and extended them to a wider topic - connecting computer vision and natural language.
Killing PyTorch Multi-GPU Training the Safe Way
··14 mins
Recently I was working with PyTorch multi-GPU training and I came across a nightmare GPU memory problem. After some expensive trial and error, I finally found a solution for it.