An FPGA-Based Efficient Streaming Vector Processing Engine for Transformer-Based Models
Author:
Affiliation:
1. University of California,Los Angeles
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10616249/10617469/10617499.pdf?arnumber=10617499
Reference10 articles.
1. Bert: Pre-training of deep bidirectional transformers for language understanding;Devlin;North American Chapter of the Association for Computational Linguistics,2019
2. DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation
3. FET-OPU: A Flexible and Efficient FPGA-Based Overlay Processor for Transformer Networks
4. Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing
5. HPTA: A High Performance Transformer Accelerator Based on FPGA
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