Posts by Umang Pandey
GEAK-Triton v2 Family of AI Agents: Kernel Optimization for AMD Instinct GPUs
- 23 December 2025
Optimizing GPU kernels is a formidable task, traditionally requiring deep domain expertise and hours of manual tuning. At AMD, we are expanding our GEAK: Generating Efficient AI-centric GPU Kernels family to automate this entire workflow, from initial code generation to deep performance optimization.