The success of Deep Artificial Neural Networks (DNNs) in many domains created a rich
body of research concerned with hardware accelerators for compute-intensive DNN …

With the success of deep learning applications in many domains, the number of new deep
learning operators and hardware accelerators increased significantly in recent years …

Deep Neural Networks (DNNs) have established themselves as powerful tools for a wide
range of complex tasks, for example computer vision or natural language processing. DNNs …

Writing source code is a challenging task, requiring the understanding of complex concepts,
algorithms and programming paradigms. This task becomes increasingly challenging when …

A detailed evaluation using the VTA hardware accelerator with the Baidu DeepBench
inference benchmark suite shows that our approach can automatically generate code …