Charles Jones

Computer Science PhD student @ Imperial College London

Microsoft Research Scholarship in Machine Learning for Medical Imaging

Blog


Eliminating Dataloading Bottlenecks in PyTorch with Stochastic Caching

A zero-effort speedup for dataloading-bottlenecked applications

2023-10-23

1872 words ~7 minute read


Lazy-Loading Conda for Faster Shell Startup

Plus a bonus trick for switching envs.

2023-07-30

421 words ~1 minute read


A Tiny Static Site Generator with Pandoc and Bash

For people who are allergic to frameworks.

2023-07-29

1462 words ~5 minute read


Devcontainers Diminish Dependency Difficulties in Deep Learning

Friends don’t let friends develop in unreproducible environments.

2022-01-20

3762 words ~15 minute read


An Exponential Moving Average Filter Using Only Addition and Bit Shift

Or how I learned to stop worrying and love the bomb disposal robot.

2021-11-14

892 words ~3 minute read


Automating my Coursework with a Genetic Algorithm

AI does my machine learning coursework for me! Achieve the singularity with this one weird trick!

2021-08-28

1000 words ~4 minute read