1,672 research outputs found
Thomas Rotch drafts, 1791-1810
Abel Butler asks Thomas Rotch to send him five bushels of plaster and "thou wilt oblige thy Friend." 7.25" x 3.1
Six Overtures Composed by C. F. Abel. Adapted for the Harpsichord or Piano Forte : being Opera First / By the Author
SIX OVERTURES COMPOSED BY C. F. ABEL. ADAPTED FOR THE HARPSICHORD OR PIANO FORTE : BEING OPERA FIRST / BY THE AUTHOR
Six Overtures Composed by C. F. Abel. Adapted for the Harpsichord or Piano Forte : being Opera First / By the Author (1)
Cover (1)
Titelseite (2)
Overture I. (3)
Overture II. (8)
Overture III. (12)
Overture IV. (16)
Overture V. (20)
Overture VI. (24
EasyCompress: Automated Compression for Deep Learning Models
Over the past years the size of deep learning models has been growing consistently. This growth has led to significant improvements in performance, but at the expense of increased computational resource demands. Compression techniques can be used to improve the efficiency of deep learning models by shrinking their size and computational needs, whilepreserving performance.This thesis presents EasyCompress, an automated and user-friendly tool to compress deep learning models. The tool improves on existing compression research by focusing on generalizability and practical usability, in three ways. Firstly, it aligns with specific compression objectives and performance requirements, ensuring the compression accomplishes its intended goal effectively. Secondly, it employs flexible compression techniques, so that it is applicable to a diverse set of models without requiring deep model knowledge. Finally, it automates the compression process, eliminating difficult and time-consuming implementationefforts.EasyCompress intelligently selects, tailors, and combines various compression techniques to minimize model size, latency, or number of computations while preserving performance. It employs structured pruning to reduce the number of parameters and computations, uses knowledge distillation techniques to ensure better accuracy recovery, and uses quantization to achieve additional compression.The tool’s effectiveness is evaluated across diverse model architectures and configurations. Experimental results on a range of models and datasets demonstrate its ability to reduce the model size at least 5-fold, inference time by at least 1.5-fold, and the number of computations by at least 3-fold. Most compression rates are even higher, reaching up to 10, 20, and even 100-fold reductions.The tool is available online at https://thesis.abelvansteenweghen.com.https://thesis.abelvansteenweghen.com Deployed version of the web app. https://github.com/abel-vs/thesis GitHub repository containing the thesis code. https://github.com/abel-vs/thesis-app GitHub repository containing the web app code.Computer Science | Software Technolog
Shakespeare & School Counseling
Dr. Abel addresses the use of Shakespeare in school counseling settings. Methods include bibliotherapy and applying Shakespeare to the Hunter Method
Reap What You Sow: Planting the Seeds of Supervision in Your Master\u27s Students
Nick Abel\u27s handout from the NCACES 2016 conference
School Counselor Evaluation: Why it should be different
Dr.s Oliver and Abel address school counselor evaluation in the October 2014 issue of IndianaGram
Hints For Hiring School Counselors: Using Your New School Counselor Effectively
In this column, Dr. Oliver and Dr. Abel provide helpful hints and recommendations on school counseling
Hints For Hiring School Counselors: What does it mean when an applicant graduates from a CACREP accredited program?
Dr. Oliver and Dr. Abel explore what it means when an applicant graduates from a CACREP accredited school counseling program
Striving for Gold
Drs. Oliver and Abel address the Gold Star School Counseling award in the November 2015 issue of IndianaGram
Hints For Hiring School Counselors: How Can School Counselors Have A Positive Effect On Student Outcomes?
Dr. Oliver and Dr. Abel take a look at the role of school counselors and the positive impact they can have on student outcomes
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