joaomiguelvieira / knn-stuff Goto Github PK
View Code? Open in Web Editor NEWK-Nearest Neighbors STreaming Unit for FPGA
K-Nearest Neighbors STreaming Unit for FPGA
I attempted to use the Sift 1M dataset on your module, taking the first hundred thousand vectors of the Sift dataset as the training set. I noticed some errors in the output data (as shown in the attachment). The results were correct initially, but discrepancies started at index 101563. However, the results became correct again at index 101627.
Do you have any suggestions for me? Thanks.
Also, I would like to know how to solve the dma transfer issue. Dma have a limitation with 0x3FFFFFF data size. And in your paper, you say: the maximum stream length supported by the Xilinx DMA Intellectual Property (IP) limits the training set to a maximum size of N×M≤226×8 bytes (is mitigated by re-engineering the accelerator to receive the training set in multiple streams).
How to do re-engineering the accelerator to receive the training set in multiple streams?
Thanks for the help.
Hello joaomiguelvieira,
I don't have any access to the Zybo or Zedboard FPGA board right now. Is it possible to simulate kNN-STUFF VHDL files using Xilinx Isim or any other HDL simulator?
Thanks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.