{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T00:10:14Z","timestamp":1760746214344,"version":"build-2065373602"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T00:00:00Z","timestamp":1757894400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T00:00:00Z","timestamp":1757894400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100007921","name":"University of Pittsburgh","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007921","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,15]]},"DOI":"10.1109\/hpec67600.2025.11196650","type":"proceedings-article","created":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T17:35:37Z","timestamp":1760636137000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Benchmarking Deep Learning with Representative ONNX Subgraphs"],"prefix":"10.1109","author":[{"given":"Marika E.","family":"Schubert","sequence":"first","affiliation":[{"name":"University of Pittsburgh,Department Electrical and Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"David","family":"Langerman","sequence":"additional","affiliation":[{"name":"NSF Center for Space, High-Performance, and Resilient Computing,Pittsburgh,PA,USA"}]},{"given":"Evan W.","family":"Gretok","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department Electrical and Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"Ian","family":"Peitzsch","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department Electrical and Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"Calvin B.","family":"Gealy","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department Electrical and Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"Jefferson","family":"Boothe","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department Electrical and Computer Engineering,Pittsburgh,PA,USA"}]},{"given":"Alan D.","family":"George","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,Department Electrical and Computer Engineering,Pittsburgh,PA,USA"}]}],"member":"263","reference":[{"article-title":"MLPerf Training Benchmark","year":"2020","author":"Mattson","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA45697.2020.00045"},{"author":"Torelli","key":"ref3","article-title":"Measuring Inference Performance of Machine-Learning Frameworks on Edge- class Devices with the ML-Mark\u2122 Benchmark"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.2172\/1989920"},{"article-title":"PyTorch image models","year":"2019","author":"Wightman","key":"ref5"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC62836.2024.10938437"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.6"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC43674.2020.9286182"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5220\/0005209202710278"},{"key":"ref10","first-page":"707","article-title":"Binary Codes Capable of Correcting Deletions, Insertions and Reversals","volume":"10","author":"Levenshtein","year":"1966","journal-title":"Soviet Physics Doklady"},{"key":"ref11","article-title":"onnx-graphsurgeon: ONNX GraphSurgeon"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICAD65464.2025.11114067"},{"key":"ref13","article-title":"Characterizing Deep-Learning Inference Behavior on Embedded Systems","volume-title":"Doctoral Dissertation","author":"Schubert","year":"2025"},{"article-title":"PyTorch Benchmark","year":"2020","author":"Schueroff","key":"ref14"},{"article-title":"lutzroeder\/netron","year":"2025","author":"Roeder","key":"ref15"}],"event":{"name":"2025 IEEE High Performance Extreme Computing Conference (HPEC)","start":{"date-parts":[[2025,9,15]]},"location":"Wakefield, MA, USA","end":{"date-parts":[[2025,9,19]]}},"container-title":["2025 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11196085\/11196088\/11196650.pdf?arnumber=11196650","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T04:49:05Z","timestamp":1760676545000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11196650\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,15]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/hpec67600.2025.11196650","relation":{},"subject":[],"published":{"date-parts":[[2025,9,15]]}}}