Product
OpenAI releases Triton 1.0, a Python-like language for GPU kernels
OpenAI Blog · Jul 19, 2026 · 2 min read
OpenAI is shipping Triton 1.0 to the public, and it's the kind of tool that could quietly rewrite how a lot of neural n...
Topic: CUDA
7 articles
Explore our coverage of CUDA — 7 curated articles, summaries, and related resources from the Inblix archive.
Research
PyTorch profiling isn't just for experts: Here's how to read your first trace
Hugging Face Blog · May 29, 2026 · 2 min read
Most PyTorch users know they should profile their models. Few actually do it. The barrier isn't a lack of tools — it's...
Research
Synchronous batching wastes 24% of GPU time: Here's how async cuts it to zero
Hugging Face Blog · May 14, 2026 · 2 min read
If you're running inference on an H200 at $5 an hour, every second the GPU sits idle is money you're lighting on fire....
Industry
AMD's new Helios rack out-specs Nvidia's Vera Rubin on paper, targets CUDA with ROCm
The Register AI · May 5, 2026 · 2 min read
AMD is no longer just nipping at Nvidia's heels—it's swinging for the fences, and doing it on two fronts. First, the co...
Industry
Anthropic's Opus 5 ships at half price, drops mandatory data retention
The Register AI · Apr 28, 2026 · 2 min read
Anthropic made a move this week that should have enterprise buyers paying close attention. They quietly launched Opus 5...
Research
Hugging Face Taught Claude and Codex to Write Production CUDA Kernels
Hugging Face Blog · Feb 13, 2026 · 2 min read
Writing fast CUDA kernels is a dark art. It's not just about knowing C++ — it's about wrangling GPU memory hierarchies,...
Research
Hugging Face's Kernel Builder Turns Solo CUDA Code Into Shared, Production-Ready Python Packages
Hugging Face Blog · Aug 18, 2025 · 2 min read
Writing a fast CUDA kernel for a specific GPU is one thing. Making it build cleanly for multiple architectures, survive...