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TI Deep Learning Library User Guide
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TI’s vision analytic applications are based on IVISION interface. IVISION is an extension of the eXpressDSP Algorithm Interface Standard (XDAIS). Please refer documents related to XDAIS for further details.
An eXpressDSP-compliant algorithm is a module that implements the abstract interface IALG. The IALG API takes the memory management function away from the algorithm and places it in the hosting framework. Thus, an interaction occurs between the algorithm and the framework. This interaction allows the client application to allocate memory for the algorithm and also share memory between algorithms. It also allows the memory to be moved around while an algorithm is operating in the system. In order to facilitate these functionalities, the IALG interface defines the following APIs
The algAlloc() API allows the algorithm to communicate its memory requirements to the client application. The algInit() API allows the algorithm to initialize the memory allocated by the client application. The algFree() API allows the algorithm to communicate the memory to be freed when an instance is no longer required. Once an algorithm instance object is created, it can be used to process data in real-time. The algActivate() API provides a notification to the algorithm instance that one or more algorithm processing methods is about to be run zero or more times in succession. After the processing methods have been run, the client application calls the algDeactivate() API prior to reusing any of the instance’s scratch memory. The IALG interface also defines three more optional APIs algControl(), algNumAlloc(), and algMoved(). For more details on these APIs, see TMS320 DSP Algorithm Standard API Reference (literature number SPRU360).