Feature Description

Programming Forms

Provide dynamic and static unified programming form, which can take into account the development efficiency and execution performance.

Data Loading and Processing

Provide a high-performance data processing engine.

Distributed Parallelism

Distributed parallelism reduces the need for hardware such as memory and computational performance, providing powerful computational capabilities and performance advantages for processing large-scale data and complex models.

Compile

Describe the compilation composition and graph optimization features, including algebraic simplification and redundancy elimination.

Runtime

For the efficient execution of the model, providing memory management, multi-level streaming, multi-stream concurrency, and multi-backend access.