As PyTorch evolves, the release of PyTorch 2.x marks a significant leap in how models are compiled, optimized, and executed. At the core of this evolution lies a modular, extensible backend stack that ...
Compilation can require up to 30GB of RAM. Recommended laptop has at least 20 processors and 64GB of memory. Both nvidia and amd version take at least half an hour to ...
Today, PyTorch powers everything from cutting-edge AI research to real-time production models at companies like Meta, Tesla, OpenAI, Microsoft, and Hugging Face. But this wasn’t always the case. This ...
Mark Collier briefed me on two updates under embargo at KubeCon Europe 2026 last month: Helion, which opens up GPU kernel programming to a far wider pool of developers, and Safetensors, which fixes a ...