Schedule visualization and analysis for halide image processing language
Name
870677687-MIT.pdf
Description
Full printable version
Size
7.29 MB
Format
Adobe PDF
Checksum (MD5)
3817294e0d017c786af19f76eee9bea2
Author(s)
Knežević, Jovana
Advisor(s)
Frédo Durand.
Date Issued
2013
Publisher
Massachusetts Institute of Technology
Abstract
Image processing applications require high performance software implementations in order to satisfy large input data and run on smaller mobile devices that require high efficiency. Halide is a language and compiler for optimizing image processing pipelines. Halide introduces a separation between algorithm, the logics behind the program, and a schedule, the order of execution. This thesis focuses on providing interactive GUI for visual analysis of Halide schedules. It creates a visualization of the order of execution and provides tools for analyzing three important aspects of image processing schedules: redundancy, locality and parallelism. Tool is designed for Halide programers who want to gain better understanding of scheduling in Halide and receive guidance for schedule optimizations.
Description
Thesis: M. Eng., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2013.
Cataloged from PDF version of thesis.
Includes bibliographical references (page 43).
Subjects
Electrical Engineering and Computer Science.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Terms of Use
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