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