Customized convolutional neural network (CNN) IP – CNN Plus IP is a flexible accelerator IP that simplifies implementation of Ultra-Low power AI by leveraging the parallel processing capabilities, distributed memory and DSP resources of Lattice FPGAs.
Configurable modes of use - Two implementations are available, compact or high performance. Compact mode is the low power processing mode taking advantage of the FPGA local memory. On the other hand, the high performance mode is optimized for use with larger network implementations.
Easy to implement – Models trained using common machine learning frameworks such as TensorFlow can be compiled using the Lattice Neural Network Complier Tool and implemented on HW using the CNN Plus Accelerator IP.