Essays about: "standard solutions"

Showing result 1 - 5 of 472 essays containing the words standard solutions.

1. 1. An evaluation of GPU virtualization

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Josef Vilestad; [2024]
   Keywords : gpu; virtualization; mig; siov;

   Abstract : There has been extensive research and progress on virtualization on CPUs for a while. More recently the focus on GPU virtualization has increased as processing power doubles roughly every 2.5 years. Coupled with advances in memory management and the PCIe standard the first hardware assisted virtual solutions became available in the 2010s. READ MORE

3. 2. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Khalid El Yaacoub; [2024]
   Keywords : Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

   Abstract : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. READ MORE

4. 3. The State of Live Facial Puppetry in Online Entertainment

   University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Lisa Gren; Denny Lindberg; [2024]
   Keywords : Facial Puppetry; Face Tracking; Real-time Rendering; Motion Capture; Computer Vision; 3D Modeling; Virtual Avatars; Augmented Reality; Machine Learning; Game Development;

   Abstract : Avatars are used more and more in online communication, in both games and socialmedia. At the same time technology for facial puppetry, where expressions of the user aretransferred to the avatar, has developed rapidly. READ MORE

5. 4. How do Social Enterprises transform Education Inequality in Developing Countries?

   University essay from Göteborgs universitet/Graduate School

   Author : Marko Golac; [2023-07-19]
   Keywords : ;

   Abstract : Education inequality continues to be a barrier to social progress and reinforces the cycle of poverty. That is best visible in developing countries- where resources dedicated to education are not optimal and traditional approaches to reduce education inequality have proven to be ineffective, if there are any at all, due to resource limitations, bureaucratic barriers, and systemic complexities. READ MORE

6. 5. Syntax-based Concept Alignment for Machine Translation

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Arianna Masciolini; [2023-03-30]
   Keywords : computational linguistic; machine translation; concept alignment; syntax; dependency parsing; Universal Dependencies; Grammatical Framework;

   Abstract : This thesis presents a syntax-based approach to Concept Alignment (CA), the task of finding semantical correspondences between parts of multilingual parallel texts, with a focus on Machine Translation (MT). Two variants of CA are taken into account: Concept Extraction (CE), whose aim is to identify new concepts by means of mere linguistic comparison, and Concept Propagation (CP), which consists in looking for the translation equivalents of a set of known concepts in a new language. READ MORE