{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T00:10:11Z","timestamp":1760746211780,"version":"build-2065373602"},"reference-count":25,"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\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","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\/hpec67600.2025.11196474","type":"proceedings-article","created":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T17:35:37Z","timestamp":1760636137000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Evaluating AMD-Xilinx Frameworks for Deep-Learning Acceleration on Versal"],"prefix":"10.1109","author":[{"given":"Peter","family":"Drum","sequence":"first","affiliation":[{"name":"University of Pittsburgh,SHREC: NSF Center for Space, High Performance, and Resilient Computing NSF SHREC Center,Pittsburgh,Pennsylvania,15213"}]},{"given":"Alan D.","family":"George","sequence":"additional","affiliation":[{"name":"University of Pittsburgh,SHREC: NSF Center for Space, High Performance, and Resilient Computing NSF SHREC Center,Pittsburgh,Pennsylvania,15213"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3469029"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106771"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3059968"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-10721-6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3398209"},{"volume-title":"TensorFlow: Large-scale machine learning on heterogeneous systems","year":"2015","author":"Abadi","key":"ref6"},{"key":"ref7","article-title":"PyTorch: An Imperative Style, High-Performance Deep Learning Library","volume-title":"Advances in Neural Information Processing Systems","volume":"32","author":"Paszke","year":"2019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IVMEM53963.2021.00015"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3242897"},{"volume-title":"Vitis AI User Guide","year":"2022","key":"ref10"},{"volume-title":"Versal: The first adaptive compute acceleration platform (acap)","year":"2020","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3236974"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021744"},{"year":"2025","key":"ref14","article-title":"Pynq: Python productivity for zynq"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/FPL57034.2022.00041"},{"volume-title":"DPUCZDX8G for Zynq UltraScale+ MPSoCs Product Guide","year":"2023","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2514\/1.I011455"},{"key":"ref18","article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","volume":"abs\/1704.04861","author":"Howard","year":"2017"},{"key":"ref19","article-title":"Very deep convolutional networks for large-scale image recognition","volume":"abs\/1409.1556","author":"Simonyan","year":"2014","journal-title":"CoRR"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"article-title":"Learning Multiple Layers of Features from Tiny Images","year":"2009","author":"Krizhevsky","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2118\/18761-MS"},{"article-title":"Benchmarking Quantized Neural Networks on FPGAs with FINN","volume-title":"DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures","author":"Ducasse","key":"ref23"},{"volume-title":"DPUCVDX8G for Versal ACAPs Product Guide","year":"2023","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/REDW61050.2023.10265849"}],"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\/11196474.pdf?arnumber=11196474","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T04:47:22Z","timestamp":1760676442000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11196474\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,15]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/hpec67600.2025.11196474","relation":{},"subject":[],"published":{"date-parts":[[2025,9,15]]}}}