MarioLulab/Needle
A basic deep learning library, comparable to a very minimal version of PyTorch.
Keep learning, keep progressing. Currently a MLSys engineer @Bytedance-Seed.
Repositories
MarioLulab/BasicCUDA
A tutorial for CUDA&PyTorch
MarioLulab/subclass_zoo
MarioLulab/nccl
Optimized primitives for collective multi-GPU communication
MarioLulab/Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
MarioLulab/openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
MarioLulab/community
PaddlePaddle Developer Community
MarioLulab/PaddleNLP
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
MarioLulab/CUDATutorial
A self-learning tutorail for CUDA High Performance Programing.
MarioLulab/benchmark
MarioLulab/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
MarioLulab/flash-attention
Fast and memory-efficient exact attention
MarioLulab/MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
MarioLulab/Camp
飞桨护航计划集训营
MarioLulab/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
MarioLulab/PaddleAutoProject
基于PaddlePaddle的自动化功能开发小组
MarioLulab/stanford-CS229
Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng
MarioLulab/MarioLulab
It's just me, myself and I
MarioLulab/CampTest
CampTest
MarioLulab/mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
MarioLulab/docs
Documentations for PaddlePaddle
MarioLulab/MetaNN
MarioLulab/MIT6.824
MarioLulab/ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
MarioLulab/thrust
The C++ parallel algorithms library.
MarioLulab/mmdeploy
OpenMMLab Model Deployment Framework
MarioLulab/CUDALibrarySamples
CUDA Library Samples
MarioLulab/oneflow
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
MarioLulab/mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
MarioLulab/learning-cuda-trt
A large number of cuda/tensorrt cases . 大量案例来学习cuda/tensorrt