Essays about: "Process Performance"

Showing result 21 - 25 of 3867 essays containing the words Process Performance.

1. 21. 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

3. 22. A Comparative Investigation of Classical Random and Quantum Walks in Terms of Algorithms, Implementation, and Characteristics

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Naoki Moriya; [2024]
   Keywords : Qunatum computing; quantum walk;

   Abstract : In recent years, there has been a significant development in high performance computing, driven by advances in hardware and software technology. The performance of the computers to the present has improved in accordance with Moore’s law, on the other hand, it seems to be reaching the limits in the near future. READ MORE

4. 23. Digital Twins and Sustainability: A Comprehensive Review of Limitations and Opportunities

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

   Author : Simeon Petrov; [2023-12-04]
   Keywords : Digital Twins; Real Twin; Sustainability; Metrics; Indicators; Industry; Manufacturing; Production; Systemic Literature Review;

   Abstract : During the past few years there has been an increasing push to deliver sustainable products and improve production processes to meet the growing demand faced by various types of industries. There is a high importance placed on identifying and defining project, product, and policy goals but sustainability goals within these areas are difficult to define. READ MORE

5. 24. Examining core executive functions related to playing position in elite and semi-elite soccer players

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Juulia Grönlund; Agneta Åhlén; [2023-11-20]
   Keywords : ;

   Abstract : Each moment in the soccer field is different and the players need to be able to process large amounts of information to make the best possible decision and then act upon it. Executive functions such as working memory, inhibitory control and cognitive flexibility can therefore be seen as fundamentally important for soccer players. READ MORE

6. 25. Evaluating and optimizing Transformer models for predicting chemical reactions

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

   Author : Siva Manohar Koki; Supriya Kancharla; [2023-10-23]
   Keywords : Chemformer; transformer; evaluation; explainable AI; fine-tuning; machine learning;

   Abstract : In this thesis, we assess the effectiveness of a transformer model specifically trained to predict chemical reactions. The model, named Chemformer, is a sequence-tosequence model that uses the transformer’s encoder and decoder stacks. READ MORE