Performance optimization is crucial for AI tasks on GPUs, AMD introduces the AI Tensor Engine for ROCm (AITER), a repository of high-performance AI operators to accelerate various AI workloads. AITER simplifies optimization complexity, leverages AMD’s ROCm for GPU efficiency, and allows for customized optimizations. With impressive performance gains, users can experience up to 17x faster decoding efficiency. Integrating AITER into models like DeepSeek can result in more than 2x improvement in processing speed. AITER provides versatile design, dual programming interfaces, and robust kernel infrastructure, empowering developers to achieve maximum efficiency and performance in their AI applications.
https://rocm.blogs.amd.com/software-tools-optimization/aiter:-ai-tensor-engine-for-rocm™/README.html