Organisation/Company: University of Leeds
Research Field: Computer science » Other
Researcher Profile: First Stage Researcher (R1)
Country: United Kingdom
Application Deadline: 9 Feb 2026 - 00:00 (UTC)
Type of Contract: To be defined
Job Status: Negotiable
Is the job funded through the EU Research Framework Programme? Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure? No
Offer Description
Deep neural networks (DNNs) with billion- and trillion-scale parameters have demonstrated impressive performance in solving many tasks. Unfortunately, training a billion-scale DNN is out of the reach of many data scientists because it requires high-performance GPU servers that are too expensive to purchase and maintain.
This project will find ways at the compilers and operating systems level to make the training and use of large deep learning models accessible to mainstream data scientists by reducing their computational resource requirements.
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