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chenghuaWang/README.md

Hi👋, I'm Chenghua Wang, currently a postgraduate CS student at BUPT.

  • I'm interested in AI&Sys.
  • I am currently working on MLLM project.
  • I've struggled for almost one and half years on computer vision(Dehazing, Multi-label classification. July 1 2021 -> Dec 31 2022)

contact me: [email protected]

Languages used: c, c++, python, golang, asm(x86, risc-v), cuda, glsl, lua, dart

Skills: pytorch, paddlepaddle, opencv, opengl, mysql, redis, flutter, nginx, django

[Projects(click to expand)]

You can visit about for more information.

  • mllm

    fast and lightweight multimodal LLM inference engine for mobile and edge devices

  • nncv

    Neural Network inference&compile toolchain for Computer Vision. Still on working.

  • mgloria

    A Matrix lib based on SIMD and expression template. On CPU/GPU. Currently, GPU functionality is not fully implemented

  • covalent bond

    A tool for managing distributed database, gathering/cleaning data, etc. covalentBond(cb) using Op graph concept to allow users to easily build query logic and data manipulation logic. We took a lot of inspiration from torch and bound most of cb's operators in lua, making it very easy for users to construct and overload the basic behavior of graphs. This project is for 2022-2023 Fall, SE lecture.

  • daydream engine

    A render lib. For 2022-2023 Fall, CG lecture

  • keep-moving-forward

    Some notes of papars I read, and some tech report. Including topics: Distributed system, Machine learning system(compiler), HPC, AI

  • image-dehazing-the-end

    A tech report of my image dehazing research from Jan 1 2022 to Dec 31 2022

get in touch. [email protected]

Pinned Loading

  1. nncv nncv Public

    High-performance and light-weighted neural networks inference&compile framework for computer vision.

    C++ 5

  2. mgloria mgloria Public

    Matrix and Parameter server. On GPU and CPU.

    C++ 7

  3. mllm mllm Public

    Forked from UbiquitousLearning/mllm

    Fast Multimodal LLM on Mobile Devices

    C++

  4. vllm vllm Public

    Forked from vllm-project/vllm

    A high-throughput and memory-efficient inference and serving engine for LLMs

    Python

  5. covalentBond covalentBond Public

    A tool for managing distributed database, gathering/cleaning data, etc.

    C++ 3 4

  6. image-dehazing-the-end image-dehazing-the-end Public

    Some notes of my image dehazing research.

    5