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Inspur Open-Sources TF2, a Full-Stack FPGA-Based Deep Learning Inference Engine

Inspur has announced the open-source release of TF2, the world's first FPGA-based AI framework that contains comprehensive solutions ranging from model pruning, compression, quantization, and a ...
Semiconductor Engineering

Virtualizing FPGAs For Multiple Cloud Users

Cloud computing has become the new computing paradigm. For cloud computing, virtualization is necessary to enable isolation between users, high flexibility and scalability, high security, and ...
Semiconductor Engineering

Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud

“FPGAs have shown great potential in providing low-latency and energy-efficient solutions for deep neural network (DNN) inference applications. Currently, the majority of FPGA-based DNN accelerators ...