Portfolio

Last Edit: 2022/12/22

OpenVINO Pull Requests

Skill: OpenCL, GPU Architecture, debugging and profiling, cooperation

OpenVINO(Open Visual Inference and Neural network Optimization) is a free toolkit facilitating the optimization of a deep learning model from a framework and deployment using an inference engine onto Intel hardware.

Noteworthy PRs

  1. Fix deconv unit tests (#14176) [PPT]
  2. Fix weight reorder bug (#15672)
  3. Fix unit test: test_select_preferred_formats.setting_target_conv_format(#14837)
  4. Fix outside value of shape issue in reduce_gpu_b_fs_yx_fsv16(#15748)
    • I found issue and proposed solution, but I didn't have enough time to finalize it (since I'm 1y contracted intern).
    • fixed in (#17477)

Online 3D RPG GitHub 영상

Skill: Unity4, C#, TCP/IP socket, Implementation

Snake Game RL GitHub(A2C) GitHub(PER-D3QN)

Skill: Reinforcement Learning, Pytorch

POC project to check reinforcement learning understanding. Agent learned 'Snake' from zero knowledge to human level. Implemented 'Advantage Actor Critic' and 'Dueling Double Deep Q Network with Prioritized Experience Replay Memory'.

Algorithm Problem Solving ps.cpp(library) Baekjoon Online Judge Competitive Programming

Skill: Algorithm, Data Structure, Modern C++

Blog GitHub

Skill: backend=Flask(python), frontend=HTML5+CSS3+jquery, infra=Google Cloud Platform

  • Categories and comments with no depth limit
  • Server side rendering