Essays about: "Graphics processing"

Showing result 1 - 5 of 138 essays containing the words Graphics processing.

1. 1. EMONAS : Evolutionary Multi-objective Neuron Architecture Search of Deep Neural Network

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

   Author : Jiayi Feng; [2023]
   Keywords : DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Embedded Systems; DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Inbyggda system;

   Abstract : Customized Deep Neural Network (DNN) accelerators have been increasingly popular in various applications, from autonomous driving and natural language processing to healthcare and finance, etc. However, deploying them directly on embedded system peripherals within real-time operating systems (RTOS) is not easy due to the paradox of the complexity of DNNs and the simplicity of embedded system devices. READ MORE

3. 2. Encouraging Recycling in Co-living : A Redesigning of Sorting Bins

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Eugene Chan; Avinash Kumar Karuppasamy; [2023]
   Keywords : Co-living; Student Household; Sustainable Behavior; Collective Responsibility; Individualistic Responsibility; User Experience; Nudging; Product Service System; Sorting Bins; Waste Management; Recycling; Sorting; Co-living; Studentbostad; Studentbostäder; Hållbart beteende; Kollektivt ansvar; Individualistiskt ansvar; Användarupplevelse; Puffning; Produktservicesystem; Sorteringskärl; Avfallshantering; Återvinning; Källsortering;

   Abstract : There is an inefficiency of waste management in co-living spaces for students, emphasizing the importance of proper waste sorting. A multifaceted research methodology was initiated with a literature review to understand existing waste management solutions and how they work as a system, followed by attribute studies pivotal for co-living spaces. READ MORE

4. 3. Diffusion-based Vocoding for Real-Time Text-To-Speech

   University essay from Lunds universitet/Matematisk statistik

   Author : Lukas Gardberg; [2023]
   Keywords : Diffusion; Vocoding; Text-to-Speech; Machine Learning; Mathematics and Statistics;

   Abstract : The emergence of machine learning based text-to-speech systems have made fully automated customer service voice calls, spoken personal assistants, and the creation of synthetic voices seem well within reach. However, there are still many technical challenges with creating such a system which can generate audio quickly and of high enough quality. READ MORE

5. 4. High-Performance Network Data Transfers to GPU : A Study of Nvidia GPU Direct RDMA and GPUNetIO

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

   Author : Yuchen Gao; [2023]
   Keywords : GPUDirect RDMA; GPUNetIO; User interface; GPUDirect RDMA; GPUNetIO; Användargränssnitt;

   Abstract : This study investigates high-performance network data transfers, focusing on Nvidia Graphics Processing Unit (GPU) Direct Remote Direct Memory Access (RDMA) and GPUNetIO. These methods have emerged as promising strategies for improving data communication between GPUs and network interfaces, but harnessing their potential requires meticulous configuration and optimization. READ MORE

6. 5. A General Purpose Near Data Processing Architecture Optimized for Data-intensive Applications

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Xingda Li; Haidi Hu; [2023]
   Keywords : Technology and Engineering;

   Abstract : In recent years, as Internet of Things (IoT) and machine learning technologies have advanced, there has been increasing interest in the study of energy-efficient and flexible architectures for embedded systems. To bridge the performance gap between microprocessors and memory systems, Near-Data Processing (NDP) was introduced. READ MORE