AI Compute Stack

Understanding the AI software stack from inference frameworks to hardware ISA

1. 1

   AI Compute Stack Overview — From Inference Frameworks to Hardware ISA

   Intermediate

   #gpu#compute#software-stack#runtime#inference
2. 2

   GPU Architecture — From Transistors to Threads

   Intermediate

   #gpu#architecture#hardware#nvidia
3. 3

   Matrix Acceleration Units — Tensor Core and XMX

   Intermediate

   #gpu#tensor-core#xmx#systolic-array#nvidia#intel
4. 4

   CUDA Programming Model — From Code to Hardware

   Intermediate

   #gpu#cuda#programming#simt#simd#intel#sycl
5. 5

   GEMM Optimization — From Naive to Peak Performance

   Advanced

   #gpu#gemm#cuda#optimization#tensor-core#xmx#intel