{"id":"https://openalex.org/W4403673926","doi":"https://doi.org/10.15439/2024f6469","title":"Automatic Generation of OpenCL Code through Polyhedral Compilation with LLM","display_name":"Automatic Generation of OpenCL Code through Polyhedral Compilation with LLM","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4403673926","doi":"https://doi.org/10.15439/2024f6469"},"language":"en","primary_location":{"id":"doi:10.15439/2024f6469","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f6469","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/6469.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/Volume_39/drp/pdf/6469.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044868188","display_name":"Marek Pa\u0142kowski","orcid":"https://orcid.org/0000-0002-5932-4523"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]},{"id":"https://openalex.org/I79833322","display_name":"Pomeranian Medical University","ror":"https://ror.org/01v1rak05","country_code":"PL","type":"education","lineage":["https://openalex.org/I79833322"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Palkowski","raw_affiliation_strings":["West Pomeranian University of Technology in Szczecin ul. Zolnierska 49 , 71-210 Szczecin , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Pomeranian University of Technology in Szczecin ul. Zolnierska 49 , 71-210 Szczecin , Poland","institution_ids":["https://openalex.org/I155313962","https://openalex.org/I79833322"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078972354","display_name":"Mateusz Gru\u017cewski","orcid":"https://orcid.org/0000-0002-9419-2749"},"institutions":[{"id":"https://openalex.org/I155313962","display_name":"West Pomeranian University of Technology in Szczecin","ror":"https://ror.org/0596m7f19","country_code":"PL","type":"education","lineage":["https://openalex.org/I155313962"]},{"id":"https://openalex.org/I79833322","display_name":"Pomeranian Medical University","ror":"https://ror.org/01v1rak05","country_code":"PL","type":"education","lineage":["https://openalex.org/I79833322"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz Gru\u017cewski","raw_affiliation_strings":["West Pomeranian University of Technology in Szczecin ul. Zolnierska 49 , 71-210 Szczecin , Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Pomeranian University of Technology in Szczecin ul. Zolnierska 49 , 71-210 Szczecin , Poland","institution_ids":["https://openalex.org/I155313962","https://openalex.org/I79833322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38139535,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"39","issue":null,"first_page":"671","last_page":"676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9205999970436096,"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"}},"topics":[{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9205999970436096,"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/computer-science","display_name":"Computer science","score":0.8089172840118408},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.6809121966362},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6162980198860168},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.613144040107727},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.577765941619873},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.33800071477890015},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3280121088027954},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3139492869377136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8089172840118408},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.6809121966362},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6162980198860168},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.613144040107727},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.577765941619873},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33800071477890015},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3280121088027954},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3139492869377136},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2024f6469","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f6469","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/6469.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:aba60624cc78402d9842a3e0fb9513db","is_oa":true,"landing_page_url":"https://doaj.org/article/aba60624cc78402d9842a3e0fb9513db","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 39, Pp 671-676 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2024f6469","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2024f6469","pdf_url":"https://annals-csis.org/Volume_39/drp/pdf/6469.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403673926.pdf","grobid_xml":"https://content.openalex.org/works/W4403673926.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2115140794","https://openalex.org/W2041120224","https://openalex.org/W1504320321","https://openalex.org/W2067902980","https://openalex.org/W2548529098","https://openalex.org/W2056396287","https://openalex.org/W2048831961","https://openalex.org/W1606349578","https://openalex.org/W4399567378","https://openalex.org/W2944867581"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"a":[3],"multitude":[4],"of":[5,34,116,122],"AI":[6],"solutions":[7],"has":[8],"emerged":[9],"to":[10,24,56,77,96,112],"facilitate":[11],"code":[12,59,87,125],"generation,":[13],"commonly":[14],"known":[15],"as":[16],"Language":[17],"Model-based":[18],"Programming":[19],"(LLM).These":[20],"tools":[21,55],"empower":[22],"programmers":[23],"automate":[25],"their":[26],"work.Automatic":[27],"programming":[28,64],"also":[29],"falls":[30],"within":[31],"the":[32,40,69,103,114,123],"domain":[33],"optimizing":[35,82],"compilers,":[36],"primarily":[37],"based":[38],"on":[39,52,128],"polyhedral":[41,79,92],"model,":[42],"which":[43],"processes":[44],"loop":[45],"nests":[46],"concentrating":[47],"most":[48],"computations.This":[49],"article":[50],"focuses":[51],"harnessing":[53],"LLM":[54],"generate":[57],"OpenCL":[58,104],"for":[60],"non-serial":[61],"polyadic":[62],"dynamic":[63],"kernels.[1]":[65],"We":[66],"have":[67],"chosen":[68],"Nussinov":[70],"RNA":[71],"folding":[72],"computational":[73],"task,":[74],"previously":[75],"employed":[76],"test":[78],"compilers":[80],"in":[81,89],"kernels":[83],"with":[84],"non-uniform":[85],"dependences.The":[86],"generated":[88,124],"OpenMP":[90],"by":[91],"optimizers":[93],"is":[94],"limited":[95],"CPU":[97],"computations.We":[98],"automatically":[99],"convert":[100],"it":[101],"into":[102],"standard":[105],"using":[106],"ChatGPT-3.5":[107],"through":[108],"its":[109],"source-to-source":[110],"queries":[111],"extend":[113],"number":[115],"possible":[117],"platforms.The":[118],"validity":[119],"and":[120,131],"efficiency":[121],"were":[126],"verified":[127],"various":[129],"CPUs":[130],"GPUs":[132],"from":[133],"different":[134],"manufacturers.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}