CUDA Templates for Linear Algebra Subroutines

校招、秋招、春招、实习好项目，带你从零动手实现支持LLama2/3和Qwen2.5的大模型推理框架。

A light llama-like llm inference framework based on the triton kernel.

OpenAI Triton backend for Intel® GPUs

SYCL* Templates for Linear Algebra (SYCL*TLA) - SYCL based CUTLASS implementation for Intel GPUs

Tensors and Dynamic neural networks in Python with strong GPU acceleration

how to optimize some algorithm in cuda.

A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations

码农的荒岛求生

Tools to run and parse MKL verbose mode

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Markdown lint tool

The Tensor Algebra SuperOptimizer for Deep Learning

A list of awesome compiler projects and papers for tensor computation and deep learning.

LightSeq: A High Performance Library for Sequence Processing and Generation

A compiler from Doxygen XML to reStructuredText -- hence, the name. It parses XML databases generated by Doxygen and produces reStructuredText for the Python documentation generator Sphinx.

Static code checker for C++

oneAPI Deep Neural Network Library (oneDNN)

Detailed comments for ORB-SLAM2 with trouble-shooting, key formula derivation, and diagrammatic drawing

pytorch memory track code

Library targeting Intel Architecture for small, dense or sparse matrix multiplications, and small convolutions.

model optimization, model compression, model pruning

Uniform Manifold Approximation and Projection

A repository of different Algorithms and Data Structures implemented in many programming languages.

This Repo consists of Data structures and Algorithms

Data Structures and Algorithms implemented In Python, C, C++, Java or any other languages. Aimed to help strengthen the concepts of DSA. Give a Star 🌟 if it helps you.

Algorithms & Data structures in C++.