Automatic Compiler Based FPGA Accelerator for CNN Training
Automatic Compiler Based FPGA Accelerator for CNN Training
Training of convolutional neural networks (CNNs) on embedded platforms to support on-device learning is earning vital importance in recent days. Designing flexible training hardware is much more challenging than inference hardware, due to design complexity and large computation/memory requirement. In this work, we present an automatic compiler based FPGA accelerator …