{"id":"https://openalex.org/W4394838610","doi":"https://doi.org/10.1145/3649329.3657391","title":"Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS","display_name":"Accel-NASBench: Sustainable Benchmarking for Accelerator-Aware NAS","publication_year":2024,"publication_date":"2024-06-23","ids":{"openalex":"https://openalex.org/W4394838610","doi":"https://doi.org/10.1145/3649329.3657391"},"language":"en","primary_location":{"id":"doi:10.1145/3649329.3657391","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649329.3657391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 61st ACM/IEEE Design Automation Conference","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.08005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060826708","display_name":"Afzal Ahmad","orcid":"https://orcid.org/0000-0003-4491-5440"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Afzal Ahmad","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, Hong Kong, Hong Kong Special Administrative Region of China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, Hong Kong, Hong Kong Special Administrative Region of China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716825","display_name":"Linfeng Du","orcid":"https://orcid.org/0000-0002-3007-4890"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Linfeng Du","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Kowloon, Hong Kong Special Administrative Region of China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Kowloon, Hong Kong Special Administrative Region of China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075696558","display_name":"Zhiyao Xie","orcid":"https://orcid.org/0000-0002-4442-592X"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhiyao Xie","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, Hong Kong, Hong Kong Special Administrative Region of China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, Hong Kong, Hong Kong Special Administrative Region of China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-7622-6714"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["The Hong Kong University of Science and Technology, Hong Kong, Hong Kong, Hong Kong Special Administrative Region of China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, Hong Kong, Hong Kong, Hong Kong Special Administrative Region of China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060826708"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0408248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.9235990643501282},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.9065226316452026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8182424902915955},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.7395802140235901},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3722214698791504},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05851295590400696}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.9235990643501282},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.9065226316452026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8182424902915955},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7395802140235901},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3722214698791504},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05851295590400696},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3649329.3657391","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649329.3657391","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 61st ACM/IEEE Design Automation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2404.08005","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.08005","pdf_url":"https://arxiv.org/pdf/2404.08005","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-145504","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-145504","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.08005","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.08005","pdf_url":"https://arxiv.org/pdf/2404.08005","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G8964123399","display_name":null,"funder_award_id":"GRF16213422","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"}],"funders":[{"id":"https://openalex.org/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394838610.pdf","grobid_xml":"https://content.openalex.org/works/W4394838610.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2965658867","https://openalex.org/W2982083293","https://openalex.org/W3034609471","https://openalex.org/W3199199693","https://openalex.org/W6786080308"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687"],"abstract_inverted_index":{"One":[0],"of":[1,8,27,56,79,115],"the":[2,6,34,54,77,107,112,135],"primary":[3],"challenges":[4],"impeding":[5],"progress":[7],"Neural":[9],"Architecture":[10],"Search":[11],"(NAS)":[12],"is":[13,137],"its":[14],"extensive":[15,37,123],"reliance":[16],"on":[17],"exorbitant":[18],"computational":[19],"resources.":[20],"NAS":[21,28,41,91,104,127],"benchmarks":[22,42,92],"aim":[23],"to":[24,62,88],"simulate":[25],"runs":[26],"experiments":[29],"at":[30,146],"zero":[31,147],"cost,":[32],"remediating":[33],"need":[35],"for":[36,72,93,106,142],"compute.":[38],"However,":[39],"existing":[40],"use":[43],"synthetic":[44],"datasets":[45,58],"and":[46,59,120,129,139],"model":[47],"proxies":[48,74],"that":[49,69,75,134],"make":[50],"simplified":[51],"assumptions":[52],"about":[53],"characteristics":[55],"these":[57],"models,":[60],"leading":[61],"unrealistic":[63],"evaluations.":[64],"We":[65],"present":[66],"a":[67],"technique":[68],"allows":[70,140],"searching":[71,141],"training":[73],"reduce":[76],"cost":[78],"benchmark":[80,105,136],"construction":[81],"by":[82],"significant":[83],"margins,":[84],"making":[85],"it":[86],"possible":[87],"construct":[89,100],"realistic":[90],"large-scale":[94],"datasets.":[95],"Using":[96],"this":[97],"technique,":[98],"we":[99,132],"an":[101],"open-source":[102],"bi-objective":[103],"ImageNet2012":[108],"dataset":[109],"combined":[110],"with":[111,125],"on-device":[113],"performance":[114],"accelerators,":[116],"including":[117],"GPUs,":[118],"TPUs,":[119],"FPGAs.":[121],"Through":[122],"experimentation":[124],"various":[126],"optimizers":[128],"hardware":[130],"platforms,":[131],"show":[133],"accurate":[138],"state-of-the-art":[143],"hardware-aware":[144],"models":[145],"cost.":[148]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}