OpenAI Triton Compiler

Master OpenAI Triton — Python-like GPU programming that compiles to high-performance kernels. Learn block programming, autotuning, and the patterns that beat hand-written CUDA.

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6

Lessons

💻

Code Examples

✅

Production-Ready

100%

Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

Triton Overview

Beginner

Writing Triton Kernels

Intermediate

Block-Programming Model

Advanced

Autotuning Triton Kernels

Advanced

Triton vs CUDA

Intermediate

FlashAttention in Triton

Advanced