Tutorial

Deriving a conflict-free 16×32 transpose layout by hand, then rebuilding the same answer as linear algebra over F₂.

Why the textbook XOR swizzle still bank-conflicts a 16×32 transpose — and how the optimal one fixes it with a single bit shift.

This tutorial presents how to set up a Quartus compilation flow with UTM on Apple Silicon Macs. IntroductionWhy would you want to program Intel FPGAs on an Apple Silicon Mac? Maybe you are a student/TA who needs to run s…

A tutorial to setup VNC server on linux machines for remote GUI desktop access. First of all, what is VNC? In computing, Virtual Network Computing is a graphical desktop-sharing system that uses the Remote Frame Buffer p…

Loop optimization in Vivado HLS. What is II?II means initiation interval. For a function, II is the number of clock cycles before it could accept new inputs and is generally the most critical performance metric in any sy…

HeteroCL is a software-defined reconfigurable computing framework. It is composed of a Python-based DSL (Domain-Specific Language) and an FPGA compilation flow. Welcome to my notes on HeteroCL. How do we install HeteroCL…

Knowledge and methods for Neural Architecture Search and Automated Deep Learning. OverviewNeural Architecture Search, or NAS, can be seen as a subtask of AutoML. It tries to automate the designing process of neural netwo…