debugging
Why CUDA kernels silently corrupt memory and how to catch the bug
A practical guide to debugging silent memory corruption in CUDA kernels, with compute-sanitizer workflows and a look at Rust-on-GPU tooling.
cudarustdebugging
debugging
How to Train a 100B+ Parameter Model When You Can't Afford a GPU Cluster
Learn how CPU offloading, activation checkpointing, and smart memory management enable training 100B+ parameter LLMs on a single GPU.
machinelearningdeeplearningpython
tutorial
Hackers Can Now Root Your Machine Through Your GPU. No, Really.
Two independent research teams disclosed GDDRHammer and GeForge attacks that exploit Rowhammer-style bit flips in GDDR6 GPU memory to break page table isolation and gain full root access to the host machine.
securitygpuhardware