PyGraph : (Record no. 433044)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01277nam a22002657a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250125b |||||||| |||| 00| 0 eng d |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | en |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.39 |
| Item number | BAS |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ghosh, Abhishek |
| 245 ## - TITLE STATEMENT | |
| Title | PyGraph : |
| Remainder of title | compiler support for efficient and transparent use of CUDA graphs |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Bangalore : |
| Name of publisher, distributor, etc | Indian Institute of Science. |
| Date of publication, distribution, etc | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | vii, 41 p. : |
| Other physical details | col. ill. |
| Accompanying material | e-Thesis |
| Size of unit | 1.670 Mb |
| 500 ## - GENERAL NOTE | |
| General note | Includes bibliographical references. |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | MTech(Res);2025;Computer Science and Automation. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | CUDA Graphs --- a recent hardware feature introduced for NVIDIA GPUs --- aim to reduce CPU launch overhead by capturing and launching a series of GPU tasks (kernels) as a DAG. However, deploying CUDA Graphs faces several challenges today due to the static structure of a graph. It also incurs performance overhead due to data copy. In fact, we show a counter-intuitive result --- deploying CUDA Graphs hurts performance in many cases. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | GPUs |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Hardware-software interface |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Performance |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | GPU software |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | ML Compilers |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | CUDA Graphs |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Advised by Basu, Arkaprava |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://etd.iisc.ac.in/handle/2005/6781 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Thesis |
No items available.
