Introdution

lab02 : Introduction to AI Models

• Hw2-1 Model Analysis Using Pytorch
• Hw2-2 HW 2-2 Add more statistics to analyze the an ONNX model
• HW2-3 Build tool scripts to manipulate an ONNX model graph
• HW2-4 Using Pytorch C++ API to do model analysis on the transformed model graph

lab04 : Introduction to Chisel Programming - Datapath Design

• HW4-1 Mix Adder
• Hw4-2 Add-Suber
• Hw4-3 Booth Multiplier
• Hw4-4 Datapath Implementation

lab05 : Introduction to Chisel Programming - FSM Design

• Hw5-1 TrafficLight with Pedestrian button
• Hw5-2 Calculator
  • Hw5-2-1 Negative Integer Generator
  • Hw5-2-2 N operands N-1 operators(+、-)
  • Hw5-2-3 Order of Operation (+、-、*、(、))
• Hw5-3 LFSR-base 1A2B Number Guess Game
  • Hw5-3-1 Pseudo Random Number Generator
  • Hw5-3-2 1A2B game quiz

lab06 : RISC-V Assembly

• Hw6-1 費波那契數列 Fibonacci Series
• Hw6-2 C/Assembly Hybrid Programming
• Hw6-3 2x2 Sudoku

lab07 : RISC-V ISA Emulator

• HW 7-1 RISC-V M-Standard Extension
• HW 7-2 RISC-V Bit Manipulation Extension

lab08 : RISC-V Implementation(Single Cycle CPU)

• Hw 8-1 Instruction Expansion (U-type: Lui)
• Hw 8-2 Single-Cycle CPU Design
• Hw 8-3 Testbench Generator for RV32I Base Instruction

lab09 : RISC-V Implementation(5-stage pipeline CPU)

• Hw 9-1 5-stage pipelined CPU Implementation
• Hw 9-2 Data and Control Hazards
• Hw 9-3 Performance Counters and Performance Analysis

lab11 : Bus Protocol and SOC Design

• HW 11-1 SoC Integration with CPU
• HW 11-2 Performance Enhancement Using DMA
• HW 11-3 Upgrade AXI Bus Design to Support Burst Model
  • HW 11-3-1 Upgrade the AXI Bus Design
  • HW 11-3-2 Modify Data memory and DMA controller (Interface) to support AXI Burst Mode.

lab14 : Memory-Mapped Systolic-Array-Based AI Accelerator

• Hw 14-1 - Make accelerator move data by itself
• Hw 14-2 - Make the AXI bus support more masters (Accelerator)
• Hw 14-3 Put Everything together to run a different dimension matrix multiplication
• Hw 14-4 Prepare software for the Conv2D operation and compare with the result in Lab 11.

Note

• Group works(Hw9-4, Hw7-2) are not included in this repository.
• Fixes needed:
  • hw2-2-3, hw2-4-3 (with minor errors)
  • hw2-4, hw5-2-3 (my design is not robust)
• I only uploaded the committed files, not the complete contents of each lab.