![]() ![]() In this paper, a framework for mappingĬNNs onto FPGAs based on a novel tensor decomposition method called Mixed-TD is ![]() To address this, networksĪre usually compressed before the deployment through methods such as pruning, Networks on-chip to maximise the system performance. Networks to such dataflow architecture accelerators is usually hindered by theĪvailable on-chip memory as it is desirable to preload the weights of neural ![]() Pipelined architecture, with a customised hardware towards each layer,Īchieving ultra high throughput and low latency. Towards the design ofĮfficient accelerators, many works have adopted a dataflow-based, inter-layer Download a PDF of the paper titled Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition, by Zhewen Yu and 1 other authors Download PDF Abstract: Neural Network designs are quite diverse, from VGG-style to ResNet-style, andįrom Convolutional Neural Networks to Transformers. ![]()
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |