frankwang0818 / AI_compiler_development_guide
Free resource for the book AI Compiler Development Guide
☆42Updated 2 years ago
Alternatives and similar repositories for AI_compiler_development_guide:
Users that are interested in AI_compiler_development_guide are comparing it to the libraries listed below
- 先进编译实验室的个人主页☆40Updated 3 weeks ago
- Machine Learning Compiler Road Map☆43Updated last year
- Tutorials for writing high-performance GPU operators in AI frameworks.☆128Updated last year
- hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.☆45Updated last year
- code reading for tvm☆74Updated 3 years ago
- play gemm with tvm☆87Updated last year
- Assembler and Decompiler for NVIDIA (Maxwell Pascal Volta Turing Ampere) GPUs.☆74Updated last year
- ☆80Updated last year
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆79Updated last year
- ☆110Updated 11 months ago
- ☆129Updated last month
- ☆70Updated last year
- CUDA PTX-ISA Document 中文翻译版☆35Updated last month
- Examples of CUDA implementations by Cutlass CuTe☆138Updated 2 weeks ago
- ☆58Updated last month
- examples for tvm schedule API☆99Updated last year
- ☆201Updated 2 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆78Updated last month
- ☆98Updated 2 months ago
- 使用 cutlass 实现 flash-attention 精简版,具有教学意义☆35Updated 6 months ago
- ☆142Updated last month
- ☆109Updated 10 months ago
- 分层解耦的深度学习推理引擎☆70Updated this week
- An MLIR-based toy DL compiler for TVM Relay.☆54Updated 2 years ago
- ☆95Updated 3 years ago
- learning how CUDA works☆200Updated 6 months ago
- Hands-On Practical MLIR Tutorial☆17Updated 6 months ago
- Triton Compiler related materials.☆28Updated last month
- ☆35Updated 4 months ago
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.☆25Updated last month