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Inference of quantized neural networks on heterogeneous all-programmable devices

Inference of quantized neural networks on heterogeneous all-programmable devices

Neural networks have established as a generic and powerful means to approach challenging problems such as image classification, object detection or decision making. Their successful employment foots on an enormous demand of compute. The quantization of network parameters and the processed data has proven a valuable measure to reduce the …