My project in 2023
Prerequisite
“Hardware system design (4190.309A)” is a course in SNUCSE, covering hardware-software co-design: specifically custom accelerator for neural network.
Till 2022
Tech stack covered
- MNIST classification (caffe2, C++)
- Verilog (Vivado)
- FPGA (Xilinx Zedboard)
What I did in 2023
Refactored to
- focus on instruction set and compiler
- be sustainable with open source
Tech stack covers
- Image classification QAT (torch)
- Simple compiler (python)
- RTL simulator (Amaranth)