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yester31/README.md

Hi there 👋 Hits

I am Deep Learning Programmer

interest

  • Model optimization
    • Knowledge Distillation
    • Pruning
    • Quantization (ptq, qat)
  • Parallel Programming
    • CUDA
    • SIMD

Language

C/C++, CUDA, OpenCL, Python, Rust, Javascript, Java, C#, OpenMP

Deep Learning Framework

Pytorch, TensorFlow, Darknet, Cudnn, TensorRT, OpenVINO, OneDNN, Onnx runtime, Aparch TVM

Other Skills

Web, WebSocket, WebRTC, Nodejs, Django, MySQL, Anaconda, git, github, docker, Make, CMake, Nvidia edge device(jetson series, drive orin ...)

Linkedin & Blog

Linkedin Badge Blogger

to do list

Pinned Loading

  1. Real_ESRGAN_TRT Real_ESRGAN_TRT Public

    Real ESRGAN Optimization Using by TensorRT API, linux

    C++ 20 7

  2. Cutlass_EX Cutlass_EX Public

    study of cutlass

    Cuda 19 4

  3. TensorRT_API TensorRT_API Public

    Deep Learning Model Optimization Using by TensorRT API, window

    Python 16 4

  4. GEMM_Conv2d_CUDA GEMM_Conv2d_CUDA Public

    CUDA Gemm Convolution implementation

    C++ 6 1

  5. Winograd_Conv2d_cpp Winograd_Conv2d_cpp Public

    Winograd Convolution Implementation using by cpp

    C++ 6

  6. CUDA_EX CUDA_EX Public

    CUDA kernel functions

    Cuda 4 2