aiWare is a high-performance NPU designed to meet the rigorous demands of automotive AI inference, providing a scalable solution for ADAS and AD applications. This hardware IP core is engineered to handle a wide array of AI workloads, including the most advanced neural network structures like CNNs, LSTMs, and RNNs. By integrating cutting-edge efficiency and scalability, aiWare delivers industry-leading neural processing power tailored to automobile-grade specifications.\n\nThe NPU's architecture emphasizes hardware determinism and offers ISO 26262 ASIL-B certification, ensuring that aiWare meets stringent automotive safety standards. Its efficient design also supports up to 256 effective TOPS per core, and can scale to handle thousands of TOPS through multicore integration, minimizing power consumption effectively. The aiWare's system-level optimizations reduce reliance on external memory by leveraging local memory for data management, boosting performance efficiency across varied input data sizes and complexities.\n\naiWare’s development toolkit, aiWare Studio, is distinguished by its innovative ability to optimize neural network execution without the need for manual intervention by software engineers. This empowers ai engineers to focus on refining NNs for production, significantly accelerating iteration cycles. Coupled with aiMotive's aiDrive software suite, aiWare provides an integrated environment for creating highly efficient automotive AI applications, ensuring seamless integration and rapid deployment across multiple vehicle platforms.
