Method, electronic circuit, electronic device and medium for running data flow graph
By determining the directed and ring subgraph and a collection of control statements based on the programming language on the hardware designed by the user, the problem of running data flow graphs without the support of the TensorFlow system is solved, and efficient resource utilization and fast computing are achieved.
Patent Information
- Application Number
- CN202011292355.4
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2020-11-18
- Publication Date
- 2025-03-18
- Estimated Expiration
- 2040-11-18
AI Technical Summary
It is difficult for the prior art to run data flow diagrams in hardware designed by users without the support of TensorFlow system, especially on hardware such as development boards with limited computing resources.
A method is provided by determining a data flow diagram to be run, the data flow diagram including a directed and ring subgraph, and determining a set of control statements for running the data flow diagram based on a programming language, including a loop control statement for implementing a directed and ring subgraph.
It realizes the compilation and running of TensorFlow computing graphs without the support of the TensorFlow system, which reduces system resource usage, improves computing speed, and supports real-time processing of data on hardware such as wearable devices.