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@yester31
yester31
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derek park yester31

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I am an experienced AI programmer with exceptional skills in optimizing deep learning model inference using advanced techniques such as quantization and prunin

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yester31/README.md

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 BadgeBlogger

to do list

PinnedLoading

  1. Cutlass_EXCutlass_EXPublic

    study of cutlass

    Cuda 21 4

  2. Real_ESRGAN_TRTReal_ESRGAN_TRTPublic

    Real ESRGAN Optimization Using by TensorRT API, linux

    C++ 20 7

  3. TensorRT_APITensorRT_APIPublic

    Deep Learning Model Optimization Using by TensorRT API, window

    Python 16 4

  4. Quantization_EXQuantization_EXPublic

    quantization example for pqt & qat

    Python 6 2

  5. GEMM_Conv2d_CUDAGEMM_Conv2d_CUDAPublic

    CUDA Gemm Convolution implementation

    C++ 6 1

  6. Winograd_Conv2d_cppWinograd_Conv2d_cppPublic

    Winograd Convolution Implementation using by cpp

    C++ 6


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