Pinned Repositories
Activation_Function_Approximation_Using_Piecewise_Linear_and_RL
A system for using RL to determine segment points for piecewise linear approximation of activation functions like SiLU(swish). Able to generate piecewise linear approximation functions given range and segment points. Uses Stable Baselines3. For ISOCC2023.
CSDL_Tutorial
EECE338_2023_1H_W10
EECE667-TermProject-Placement
2023 Fall Term Project for Postech EECE667 (VLSI Ana.&Design Software) Class. Placement.
EECE695E_2024_Spring_Blog
EECE695E_2024_Spring_Blog for Efficient Machine Learning Class w/ Sejin Park and Kyumin Cho
Eureka_Analog_Sizing
Uses Eureka LLM reward function optimization for training Analog gate size optimization models.
FIDE-Grand-Prix-2022-Leg3-Simulation
Simulating the potential results for the FIDE Grand Prix 2022 Leg 3 and the final result.
online-cv
A minimal Jekyll Theme to host your resume (CV)
pintos
Webtoon_Image_Segmentation_and_In_Painting_for_Text
Contains data preprocessing script, image segmentation description models, and in-painting models.
kmcho2019's Repositories
kmcho2019/Activation_Function_Approximation_Using_Piecewise_Linear_and_RL
A system for using RL to determine segment points for piecewise linear approximation of activation functions like SiLU(swish). Able to generate piecewise linear approximation functions given range and segment points. Uses Stable Baselines3. For ISOCC2023.
kmcho2019/Eureka_Analog_Sizing
Uses Eureka LLM reward function optimization for training Analog gate size optimization models.
kmcho2019/Webtoon_Image_Segmentation_and_In_Painting_for_Text
Contains data preprocessing script, image segmentation description models, and in-painting models.
kmcho2019/CSDL_Tutorial
kmcho2019/EECE338_2023_1H_W10
kmcho2019/EECE667-TermProject-Placement
2023 Fall Term Project for Postech EECE667 (VLSI Ana.&Design Software) Class. Placement.
kmcho2019/EECE695E_2024_Spring_Blog
EECE695E_2024_Spring_Blog for Efficient Machine Learning Class w/ Sejin Park and Kyumin Cho
kmcho2019/FIDE-Grand-Prix-2022-Leg3-Simulation
Simulating the potential results for the FIDE Grand Prix 2022 Leg 3 and the final result.
kmcho2019/online-cv
A minimal Jekyll Theme to host your resume (CV)
kmcho2019/pintos
kmcho2019/Redistricting_Project_Research_Project_I_CSED_499I
Attempt to automate redistricting using graph modeling.
kmcho2019/Rodinia_3.1_Gaussian
Attempts to implement optimization to Rodinia_3.1 Gaussian Elimination Benchmark. Also implement triton implementation.
kmcho2019/VLSI_CAD_Logic_to_Layout_Assn3_Quadratic_Placer
Implementes Programming Assingment 3: Quadratic Placer of the "VLSI CAD: Logic to Layout" by Rob A. Rutenbar of University of Illinois at Champaign-Urbana. Available at "https://www.coursera.org/learn/vlsi-cad-layout/home/welcome".
kmcho2019/purejaxrl_Analog_RL
Modify previous implementation to add custom gymnax environment for Analog Gate Sizing.