tiny-gpu: A minimal GPU design in Verilog to learn how GPUs work from the ground up скачать в хорошем качестве

tiny-gpu: A minimal GPU design in Verilog to learn how GPUs work from the ground up

Ever wondered what is actually happening inside your graphics card or those high-powered AI accelerators? 🤯 Most modern GPU tech is locked away behind proprietary secrets, but *tiny-gpu* is popping the hood to show you exactly how it works! In this video, we are diving into a minimal GPU implementation designed in Verilog by *adam-maj**, specifically built to teach you hardware architecture from the ground up. Forget the complex, feature-heavy designs that are impossible to navigate; **tiny-gpu* focuses on the core principles of *GPGPUs* and *ML-accelerators* like Google's TPU. *What makes tiny-gpu so cool?* 🚀 *Minimalist Design:* Built with fewer than 15 files of fully documented Verilog code. *SIMD Mastery:* Learn how the *Same-Instruction Multiple-Data* model is actually implemented in hardware. *Core Components:* Explore the *Dispatcher* that distributes thread blocks, the *Compute Cores* with their own ALUs, and the memory controllers handling data flow. *Custom ISA:* It features an 11-instruction *Instruction Set Architecture (ISA)* that supports everything from basic math (ADD, SUB, MUL, DIV) to memory operations (LDR, STR). *Get Hands-On with Hardware!* 🔧 We’ll look at how this design handles matrix addition and multiplication kernels to prove its power. You can even run your own simulations using *Icarus Verilog* and *Cocotb* to see the execution traces in action. Whether you are a student or a seasoned developer, this project is the perfect starting point to understand parallelization, memory bandwidth, and GPU control signals. *Level up your hardware game and start building!* 💻✨ *Source Attribution:* This video is based on the open-source project *tiny-gpu* by **adam-maj**, available on GitHub: https://github.com/adam-maj/tiny-gpu. #GPUArchitecture #Verilog #HardwareDesign #SIMD #GPGPU #ComputerScience #Coding #TinyGPU #TechEducation #OpenSource #AIHardware #DigitalLogic #MatrixMultiplication --- Information based on the project "tiny-gpu: A minimal GPU design in Verilog to learn how GPUs work from the ground up" by adam-maj.