Imagination Technologies Demonstration of Variable-precision Neural Network Hardware

Francisco Socal, Technology Marketing Manager at Imagination Technologies, demonstrates the company's latest embedded vision technologies and products at the January 2018 Consumer Electronics Show. Specifically, Socal demonstrates the variable-precision capabilities of the company's PowerVR 2NX NNA (neural network accelerator) and associated toolset. The PowerVR 2NX, here shown implemented in a FPGA, runs the GoogLeNet Inception v1 classifier at 16-bit, 8-bit and 4-bit layer depths, with high accuracy in all cases.

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