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software
Triton
Last discussed Jul 29, 2026
OpenAI's open-source GPU programming language and compiler that allows writing efficient GPU kernels in Python-like syntax.
Recently discussed in
Multi-GPU Kernels, Intelligence per Watt, Heterogeneous Inference, and More | YC Paper Club
Mark Saroufim · Jul 29, 2026
What creators say
MS
Mark Saroufim
mentioned
Used for: Writing GPU kernels; shows up often in top 5-10 but rarely top 2 in kernel benchmarks
Praised: Tile-based, Pythonic, fast
vs: Less optimal than CUDA for state-of-the-art kernels on Blackwell; restricted ...
"Triton is tile-based, it's Pythonic, it's fast. Triton took over the world about two and a half years ago. But recently, especially starting with Blackwell, people are like, 'Triton's programming model is very restrictive. It's not letting me writ..."
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