AMD Ryzen AI Optimizes Color Image Negative Conversion

This session demonstrates how to use the Trace feature to implement and optimize color image negative conversion on AMD Ryzen AI Phoenix, using AIE dialects and AIE API. Engineers traced a 3-core design with 1,286,000 ns lock stalls and redesigned it to a 1-core approach with 320,000 ns per-component lock stalls, consolidating buffers and DMA channels to cut memory footprint and improve utilization.