Stanford CS336 Lecture 6: Mastering GPU Programming Models, Performance, and Triton Kernels

🚀 Deep dive into GPU architecture! Just summarized Stanford CS336 Lecture 6: Mastering GPU Programming Models, Performance, and Triton Kernels.
⚡️ Key takeaways:
Memory hierarchy: Registers ＞ Shared Memory ＞ HBM
Kernel Fusion to beat the Memory Wall
Tiling strategies for MatMul
Why Triton is a game-changer for custom kernels
Full video in my channels.
linktr.ee/learnbydoingwithsteven
#GPUProgramming #TritonKernels #StanfordCS336 #DeepLearning #CUDA #PerformanceOptimization #LanguageModeling #LearnByDoingWithSteven #StevenDataTalk #AIInfrastructure #LLM

Видео Stanford CS336 Lecture 6: Mastering GPU Programming Models, Performance, and Triton Kernels канала Learn by Doing with Steven