PCMag on MSN

It's your last chance to get a Prime Day price on these high-octane gaming laptops and desktops

Price cuts as deep as 35% don't come around every day on prebuilt gaming PCs, so take advantage of Prime Day before it all ...
PCMag on MSN

Huge Prime Day discounts on gaming laptops and desktops from Lenovo, MSI, and more

Not getting enough power from your gaming PC? We've got the answer courtesy of these dozen discounted laptops and desktops ...
IEEE

Not All Data are What You Need: A Data-Efficient Training Method Using Heterogeneous Hardware

Abstract: Deep learning is applied to various tasks, such as image recognition and self-driving. Training acceleration is crucial for the further development of deep learning, as efficient training ...
IEEE

An Energy-Efficient High-Utilization Hardware Architecture for Attention Mechanism in Transformer using Balanced Systolic Array and Multi-Row Interleaved Operation Ordering

Abstract: Transformer-based neural networks have achieved remarkable performance. Designing energy-efficient and high-speed accelerators for the attention mechanism, which dominates the energy and ...