01 Background
Unisound is an AI company focused on speech and natural language processing technology. The technology stack has grown to a full-stack AI capability with images, natural language processing, signals, etc. It is the head AI unicorn company in China. The company embraces cloud computing and has corresponding solutions in healthcare,hotels, education industry etc.
Atlas is Unisound’s internal HPC platform, which supports Unisound with basic computing capabilities such as training acceleration for model iterations.
（Atlas Architecture）
- The top layer is the business layer, which handles speech processing, image processing, natural language processing, etc.
- The second layer is the control center, which is responsible for data production, data access and model release.
- The third layer is the core computing layer, which supports deep learning, and data pre-processing.
- The bottom layer is the infrastructure layer, which consists of GPU…