EPISODE · May 5, 2026 · 10 MIN
Stanford CS336 Lecture 6: Mastering GPU Programming Models, Performance, and Triton Kernels
from Steven AI Talk · host Steven
🚀 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 > HBMKernel Fusion to beat the Memory WallTiling strategies for MatMulWhy Triton is a game-changer for custom kernelsFull video in my channels.linktr.ee/learnbydoingwithsteven#GPUProgramming #TritonKernels #StanfordCS336 #DeepLearning #CUDA #PerformanceOptimization #LanguageModeling #LearnByDoingWithSteven #StevenDataTalk #AIInfrastructure #LLM
What this episode covers
🚀 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 > HBMKernel Fusion to beat the Memory WallTiling strategies for MatMulWhy Triton is a game-changer for custom kernelsFull video in my channels.linktr.ee/learnbydoingwithsteven#GPUProgramming #TritonKernels #StanfordCS336 #DeepLearning #CUDA #PerformanceOptimization #LanguageModeling #LearnByDoingWithSteven #StevenDataTalk #AIInfrastructure #LLM
NOW PLAYING
Stanford CS336 Lecture 6: Mastering GPU Programming Models, Performance, and Triton Kernels
No transcript for this episode yet
Similar Episodes
No similar episodes found.
Similar Podcasts
No similar podcasts found.