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This case study, explores the path Nextchip took to create something truly unique. By looking beyond the requirements of the hardware itself to the solutions their customers needed, Nextchip found a supplier of industry-leading hardware IP in AImotive.
The paper details how automated testing with simulation tools can accelerate the development of automated driving solutions, while also making them safer.
AI is being recognized as one of the most fundamental transformations of computing since the invention of the CPU. Many believe that the next step is to add NN accelerators to CPU+GPU clusters. However, that might not deliver the performance expected.
The whitepaper introduces the measures AImotive takes to ensure the safe development of its technologies. Detailing the challenges of simulator and public road testing it outlines the processes and policies that define our development.
The paper details AImotive’s approach to benchmarking aiWare. We give an explanation of why TMAC/S complemented by a range of realistic workload benchmarks are a reliable measure and examine the challenges and limitations of benchmarking NN accelerators.