The AMD Xilinx® Versal® Deep Learning Processing Unit (DPUCVDX8G) is a configurable computation engine optimized for convolution neural networks in Versal ACAP devices with AI Engines. DPUCVDX8G is suitable for embedded applications based on Versal devices, such as the VCK190 evaluation board. The degree of parallelism used in the engine is a design parameter and can be selected according to the target device and application. The DPU supports a set of highly optimized instructions, and supports most convolutional neural networks, such as VGG, ResNet, GoogLeNet, YOLO, SSD, MobileNet, FPN, and others.