MorphNet is an open-source machine learning library from Microsoft. It enables users to create efficient, high-performance deep neural networks through automated network architecture search and model compression. MorphNet is ideal for data scientists, developers, and researchers who want to build and deploy accurate, powerful deep neural networks quickly and easily. It offers a range of benefits, including improved accuracy, faster time-to-market, and reduced training costs. MorphNet’s automated network architecture search algorithm helps optimize the architecture of a deep neural network, taking into consideration the dataset, task, and objective. This makes it easy to create a network that is tailored to the user’s specific needs. Additionally, its model compression feature enables users to reduce the memory footprint of their networks while maintaining accuracy. MorphNet offers a revolutionary way to design, develop, and deploy deep neural networks.