Deep-Learning-Profiling-Tools is a collection of program analysis tools designed for GPU kernel development in deep learning workloads. The suite currently includes one tools:
- Proton: A multi-level adaptive profiler for Triton that provides low-overhead profiling with custom metrics and SQL-like querying across different levels of abstraction.
- Triton-Viz: A visualization and analysis toolkit for Triton that helps debug and understand kernel behavior by visualizing tensor operations and memory usage. It can run examples without requiring access to a GPU.
Together, these tools address the unique challenges of developing and optimizing GPU kernels in modern deep learning frameworks.
Popular repositories Loading
Repositories
Loading
Type
Select type
Language
All
Public
Sources
Forks
Archived
Mirrors
Templates
Select language
Sort
All
C
C++
Jupyter Notebook
MLIR
Python
SCSS
Shell
TypeScript
Select order
Last updated
Name
Stars
Showing 10 of 20 repositories
- triton-viz Public
- HPC-Performance-AI Public
An End-to-End AI Framework for Performance Prediction and Optimization in HPC Applications
- CAT-Lab Public
- TileLens-Experiments Public
- RaceDetector-Experiments Public
- .github Public
- TritonSanitizer-Experiments Public
Top languages
Loading…
Most used topics
Loading…