Confuciux: Autonomous hardware resource assignment for dnn accelerators using reinforcement learning
DNN accelerators provide efficiency by leveraging reuse of activations/weights/outputs
during the DNN computations to reduce data movement from DRAM to the chip. The reuse is …
during the DNN computations to reduce data movement from DRAM to the chip. The reuse is …
Dna: Differentiable network-accelerator co-search
Powerful yet complex deep neural networks (DNNs) have fueled a booming demand for
efficient DNN solutions to bring DNN-powered intelligence into numerous applications …
efficient DNN solutions to bring DNN-powered intelligence into numerous applications …
Triple-Search: Differentiable Joint-Search of Networks, Precision, and Accelerators
The record-breaking performance and prohibitive complexity of deep neural networks
(DNNs) have ignited a substantial need for customized DNN accelerators which have the …
(DNNs) have ignited a substantial need for customized DNN accelerators which have the …