10 citations · 11 across the 3 of their papers we have counts for
3 papers
Code Detection for Hardware Acceleration Using Large Language Models
Pablo Antonio Martínez, Gregorio Bernabé, José Manuel García
Large language models (LLMs) have been massively applied to many tasks, often surpassing state-of-the-art approaches. While their effectiveness in code generation has been extensiv…
Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators
Pablo Antonio Martínez, Jackson Woodruff, Jordi Armengol-Estapé +3
Dedicated tensor accelerators demonstrate the importance of linear algebra in modern applications. Such accelerators have the potential for impressive performance gains, but requir…
POAS: A high-performance scheduling framework for exploiting Accelerator Level Parallelism
Pablo Antonio Martínez, Gregorio Bernabé, Jose Manuel García
Heterogeneous computing is becoming mainstream in all scopes. This new era in computer architecture brings a new paradigm called Accelerator Level Parallelism (ALP). In ALP, accele…