From Model to FPGA: Software-Hardware Co-Design for Efficient Neural Network Acceleration

摘要

1.DeePhi: Making deployment of deep learning algorithms simple and efficient - Automatic compilation tool 2.Deep compression 3.Activation quantization 4.Compiler - Aristotle: Architecture for CNN acceleration - Descartes: Architecture for sparse LSTM acceleration.