{"id":"https://openalex.org/W4401880712","doi":"https://doi.org/10.1109/vlsitechnologyandcir46783.2024.10631383","title":"Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications","display_name":"Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications","publication_year":2024,"publication_date":"2024-06-16","ids":{"openalex":"https://openalex.org/W4401880712","doi":"https://doi.org/10.1109/vlsitechnologyandcir46783.2024.10631383"},"language":"en","primary_location":{"id":"doi:10.1109/vlsitechnologyandcir46783.2024.10631383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsitechnologyandcir46783.2024.10631383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039771746","display_name":"Kalhan Koul","orcid":"https://orcid.org/0000-0001-6123-9064"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kalhan Koul","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072020797","display_name":"Maxwell Strange","orcid":"https://orcid.org/0000-0001-5945-1349"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maxwell Strange","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008041651","display_name":"Jackson Melchert","orcid":"https://orcid.org/0000-0002-8232-1603"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jackson Melchert","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079269238","display_name":"Alex Carsello","orcid":"https://orcid.org/0000-0003-2549-9525"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Carsello","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047488927","display_name":"Yuchen Mei","orcid":"https://orcid.org/0000-0002-9459-5994"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuchen Mei","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039681071","display_name":"Olivia Hsu","orcid":"https://orcid.org/0000-0002-4195-8106"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivia Hsu","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039100148","display_name":"Taeyoung Kong","orcid":"https://orcid.org/0000-0001-6224-4690"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taeyoung Kong","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763454","display_name":"Po\u2010Han Chen","orcid":"https://orcid.org/0000-0001-9760-9565"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Po-Han Chen","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017981267","display_name":"Huifeng Ke","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huifeng Ke","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101659460","display_name":"Keyi Zhang","orcid":"https://orcid.org/0000-0002-8902-2518"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keyi Zhang","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102796221","display_name":"Qiaoyi Liu","orcid":"https://orcid.org/0000-0003-1083-9953"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiaoyi Liu","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088097792","display_name":"Gedeon Nyengele","orcid":"https://orcid.org/0000-0002-5028-7252"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gedeon Nyengele","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015247886","display_name":"Akhilesh Balasingam","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akhilesh Balasingam","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106769674","display_name":"Jayashree Adivarahan","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayashree Adivarahan","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054704326","display_name":"Ritvik Sharma","orcid":"https://orcid.org/0000-0002-5809-7031"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ritvik Sharma","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111301709","display_name":"Zhouhua Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhouhua Xie","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026966440","display_name":"Christopher Torng","orcid":"https://orcid.org/0000-0002-2385-619X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Torng","raw_affiliation_strings":["University of Southern California,CA,USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California,CA,USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024384625","display_name":"Joel Emer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110987","display_name":"IIT@MIT","ror":"https://ror.org/01wp8zh54","country_code":"US","type":"facility","lineage":["https://openalex.org/I30771326","https://openalex.org/I4210110987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joel Emer","raw_affiliation_strings":["MIT,MA,USA"],"affiliations":[{"raw_affiliation_string":"MIT,MA,USA","institution_ids":["https://openalex.org/I4210110987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041886781","display_name":"Fredrik Kj\u00f8lstad","orcid":"https://orcid.org/0000-0002-2267-903X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fredrik Kjolstad","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090469068","display_name":"Mark Horowitz","orcid":"https://orcid.org/0000-0003-3245-7542"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Horowitz","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029554261","display_name":"Priyanka Raina","orcid":"https://orcid.org/0000-0002-8834-8663"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyanka Raina","raw_affiliation_strings":["Stanford University,CA,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University,CA,USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":21,"corresponding_author_ids":["https://openalex.org/A5039771746"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":4.1585,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9540406,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9293000102043152,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7177433371543884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7177433371543884}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlsitechnologyandcir46783.2024.10631383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsitechnologyandcir46783.2024.10631383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1226353411","display_name":null,"funder_award_id":"2238006","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4385152140"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Onyx":[0,54],"is":[1],"the":[2,79],"first":[3],"fully":[4],"programmable":[5],"accelerator":[6],"for":[7,38,70,91,107],"arbitrary":[8],"sparse":[9,51,92,97],"tensor":[10],"algebra":[11],"kernels.":[12],"Unlike":[13],"prior":[14],"work,":[15],"it":[16],"supports":[17],"higher-order":[18],"tensors,":[19],"multiple":[20],"inputs,":[21],"and":[22,43,59,74,99,103,110],"fusion.":[23],"It":[24],"achieves":[25],"this":[26],"with":[27,63,96],"a":[28],"coarse-grained":[29],"reconfigurable":[30],"array":[31],"(CGRA)":[32],"that":[33,46],"has":[34],"composable":[35],"memory":[36,67],"primitives":[37,45],"storing":[39],"compressed":[40],"any-order":[41],"tensors":[42],"compute":[44,65],"eliminate":[47],"ineffectual":[48],"computations":[49],"in":[50,78],"expressions.":[52],"Further,":[53],"improves":[55],"dense":[56],"image":[57,108],"processing":[58,109],"machine":[60],"learning":[61],"(ML)":[62],"application-specialized":[64],"tiles,":[66],"tiles":[68],"optimized":[69],"affine":[71],"access":[72],"patterns,":[73],"hybrid":[75],"clock":[76],"gating":[77],"global":[80],"buffer.":[81],"We":[82],"achieve":[83],"up":[84,100],"to":[85,101],"565x":[86],"better":[87],"energy-delay":[88],"product":[89],"(EDP)":[90],"kernels":[93],"vs.":[94,113],"CPUs":[95],"libraries,":[98],"76%":[102],"85%":[104],"lower":[105],"EDP":[106],"ML,":[111],"respectively,":[112],"Amber":[114],"[1].":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7}],"updated_date":"2026-02-25T08:12:03.925757","created_date":"2025-10-10T00:00:00"}
