好好学习，当个学霸

•1 min read
  1. Non-convex optimization: Lipschitz Condition
  2. Mirror descent
  3. Optimization Algorithms from the Perspective of Fenchel-Legendre Duality
  4. MLIR
  5. Introduction on Triton
  6. Trition study notes by Wang Jun
  7. Game theory
  8. Introductory Game Theory notes
  9. Rotational position encoding
  10. DeepSeek's Distributed File System
  11. Markov Chain Monte Carlo
  12. Data Movement and Conversion Instructions: ld.global.nc
  13. The Ultra-Scale Playbook: Training LLMs on GPU Clusters
  14. Fast MMM on CPU from Scratch

OI国家

  1. Lichao tree tutorial by yohandi
  2. https://blog.csdn.net/ltrbless/article/details/97763774

正睿OI集训

MLIR

  1. LLM on FPGA
  2. Fast LLM Inference From Scratch

Books

  1. An Introduction to Polynomial and Semi-Algebraic Optimization
  2. Approximation Theory and Approximation Practice, Extended Edition

Videos

  1. Performance Engineering of Software System

Courses

  1. CIS 5520: Advanced Programming
  2. UIUC ECE408/CS483 Spring 2018: Thread scheduling, memory optimization etc. Reference Book: Programming Massively Parallel Processors