Gluon is a clear, concise, simple yet powerful and efficient API for deep learning. Gluon is an API not another deep learning framework, they provided some concise and clear API abstraction layer this help us to improve speed, flexibility, and accessibility of deep learning technology for all developers, regardless of their deep learning framework of choice. Developers who are new to machine learning will find this interface more familiar to traditional code, since machine learning models can be defined and manipulated just like any other data structure. More seasoned data scientists and researchers will value the ability to build prototypes quickly and utilise dynamic neural network graphs for entirely new model architectures, all without sacrificing training speed. The Gluon API offers a flexible interface that simplifies the process of prototyping, building, and training deep learning models without sacrificing training speed.