Abstract: Existing tiled manycore architectures propose to convert abundant silicon resources into general-purpose parallel processors with unmatched computational density and programmability. However ...
"High-end desktops shouldn't have to feel excessive just to be fast," said Harjit Chana, Founder at Digital Storm. "With Vector and Aventum 5, we wanted to show that you can push hardware to its ...
The growing context lengths of large language models (LLMs) pose significant challenges for efficient inference, primarily due to GPU memory and bandwidth constraints. We present RetroInfer, a novel ...
Abstract: Deep Neural Networks (DNNs) have demonstrated remarkable success; however, their increasing model size poses a challenge due to the widening gap between model size and hardware capacity. To ...
Nvidia Corporation acquires Groq assets for $20B, enhancing AI inference tech and competitive edge. Click for this updated ...
Graphs are widely used to represent complex relationships in everyday applications such as social networks, bioinformatics, ...
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