Invention Grant
- Patent Title: Automatic generation of domain-aware phase ordering for effective optimization of code for a model
- Patent Title (中): 自动生成域感知阶段排序，以有效优化模型的代码
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Application No.: US14629663Application Date: 2015-02-24
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Publication No.: US09268537B1Publication Date: 2016-02-23
- Inventor: Yuchen Zhang , Partha Biswas , Xiaocang Lin
- Applicant: The MathWorks, Inc.
- Applicant Address: US MA Natick
- Assignee: The MathWorks, Inc.
- Current Assignee: The MathWorks, Inc.
- Current Assignee Address: US MA Natick
- Agency: Harrity & Harrity, LLP
- Main IPC: G06F9/44
- IPC: G06F9/44
Abstract:
A device receives a model, in a technical computing environment, that includes blocks and lines, and determines an application domain associated with the model. The device determines code generation optimizations for the model, determines dependencies of the code generation optimizations, and determines performance characteristics for the device. The device determines capabilities of a target compiler for the code generated based on the model, and determines a profile for target hardware to be used to execute the code. The device identifies an order for the code generation optimizations based on the determined information, generates optimal code for the model based on the identified order for the code generation optimizations, and outputs and/or store the optimal code.
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