#Hardware Optimization
Latest news articles tagged with "Hardware Optimization". Follow the timeline of events, related topics, and entities.
Articles (5)
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🇺🇸 POET: Power-Oriented Evolutionary Tuning for LLM-Based RTL PPA Optimization
[USA]
arXiv:2603.19333v1 Announce Type: cross Abstract: Applying large language models (LLMs) to RTL code optimization for improved power, performance, and area (PPA) faces two key challenges: ensuring fun...
Related: #AI in Design -
🇺🇸 Characterizing State Space Model and Hybrid Language Model Performance with Long Context
[USA]
arXiv:2507.12442v3 Announce Type: replace-cross Abstract: Emerging applications such as AR are driving demands for machine intelligence capable of processing continuous and/or long-context inputs on ...
Related: #AI Architecture, #Long-Context Processing -
🇺🇸 EUGens: Efficient, Unified, and General Dense Layers
[USA]
arXiv:2410.09771v2 Announce Type: cross Abstract: Efficient neural networks are essential for scaling machine learning models to real-time applications and resource-constrained environments. Fully-co...
Related: #Artificial Intelligence, #Machine Learning -
🇺🇸 OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale
[USA]
arXiv:2602.05711v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) architectures are evolving towards finer granularity to improve parameter efficiency. However, existing MoE designs face an ...
Related: #Artificial Intelligence, #Machine Learning -
🇺🇸 Shiva-DiT: Residual-Based Differentiable Top-$k$ Selection for Efficient Diffusion Transformers
[USA]
arXiv:2602.05605v1 Announce Type: cross Abstract: Diffusion Transformers (DiTs) incur prohibitive computational costs due to the quadratic scaling of self-attention. Existing pruning methods fail to ...
Related: #Artificial Intelligence, #Computer Science
Key Entities (1)
- Transformers (1 news)
About the topic: Hardware Optimization
The topic "Hardware Optimization" aggregates 5+ news articles from various countries.