"Vortex_Codec team on AMD Developer Hackathon Hackathon"

Team Idea

An AI powered lossless codec built with custom Triton kernels to radically compress float32 high energy physics data.

Team Members

Mohit Madan

icyzh

Submission

Vortex Compressor Float32 Compression

It is a lossless neural compressor for high energy physics data. Using a novel float32-aware embedding (TDTEmbedding) and trained on an AMD MI300X GPU, it improves compression by up to 28% over LZMA-9 on ATLAS datasets.