The PowerVR CLDNN SDK is used to demonstrate how a neural network can be deployed to PowerVR hardware through the CLDNN API. It includes various helper functions such as file loading, dynamic library initialisation and OpenCL context management. We also provide documentation in the form of a PowerVR CLDNN reference manual.
You can also find the source code for sample applications that show how to use the PowerVR CLDNN API. These include a simple introduction to the API, a more complex number classification example, and finally, an image classification example. The examples show how to deploy both “LeNet” and “AlexNet” neural network architectures, both of which are popular well-known neural network architectures, using the CLDNN API.
The beta SDK is available for download now, with the understanding that the API is subject to change at this early stage.