

{"id":74,"date":"2024-07-01T17:03:02","date_gmt":"2024-07-01T15:03:02","guid":{"rendered":"https:\/\/project.inria.fr\/holigrail\/?page_id=74"},"modified":"2024-07-01T17:06:35","modified_gmt":"2024-07-01T15:06:35","slug":"publications","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/holigrail\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>The following publications report results funded in part by&nbsp;<a href=\"https:\/\/anr.fr\/fr\/france-2030\/france-2030\/\">France 2030 program, managed by the ANR<\/a>, project&nbsp;HOLIGRAIL (ANR-23-PEIA-0010), in the context of the&nbsp;<a href=\"https:\/\/www.pepr-ia.fr\/projet\/holigrail\/\">PEPR IA<\/a>.<\/p>\n\n\n\n<p>   <!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD XHTML 1.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/xhtml1\/DTD\/xhtml1-transitional.dtd\"> <html xmlns='http:\/\/www.w3.org\/1999\/xhtml' xml:lang='fr' lang='fr'> <head> <meta name=\"robots\" content=\"noindex, nofollow\" \/> <meta http-equiv=\"content-type\" content= \"text\/html;charset=UTF-8\" \/> <meta http-equiv=\"Content-Language\" content=\"fr\" \/> <link rel=\"stylesheet\" type=\"text\/css\" href=\"..\/css\/VisuGen.css\" \/> <link rel=\"stylesheet\" type=\"text\/css\" href=\"https:\/\/haltools.inria.fr\/\/css\/styles_publicationsHAL.css\" \/> <!-- Piwik haltools.inria.fr--> <script type=\"text\/javascript\">   var _paq = _paq || [];   _paq.push(['trackPageView']);   _paq.push(['enableLinkTracking']);   (function() {     var u=\"\/\/piwik.inria.fr\/\";     _paq.push(['setTrackerUrl', u+'piwik.php']);     _paq.push(['setSiteId', 25]);     var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];     g.type='text\/javascript'; g.async=true; g.defer=true; g.src=u+'piwik.js'; s.parentNode.insertBefore(g,s);   })(); <\/script> <noscript><p><img decoding=\"async\" src=\"\/\/piwik.inria.fr\/piwik.php?idsite=25\" style=\"border:0;\" alt=\"\" \/><\/p><\/noscript> <!-- End Piwik Code -->  <title>Publications HAL du projet ANR.  holigrail<\/title> <\/head> <body> <div id=\"res_script\"> <p class='Rubrique'>2026<\/p> <p class='SousRubrique'>Journal articles<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05464475v1\" target=\"_blank\" >LAD2025, A constraint-based solver for the subgraph isomorphism problem<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Christine Solnon<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>Artificial Intelligence (AIJ)<\/i>, 2026, 352, pp.104474. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.artint.2025.104474\">&#x27E8;10.1016\/j.artint.2025.104474&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05464475\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05464475\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05464475\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05464475v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05510936v1\" target=\"_blank\" >Reconfigurable Constant Multipliers: Hardware Models, Optimization Algorithm and Applications<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Bastien Barbe, Louis Ledoux, Anastasia Volkova, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>Microprocessors and Microsystems: Embedded Hardware Design <\/i>, 2026, pp.105270. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1016\/j.micpro.2026.105270\">&#x27E8;10.1016\/j.micpro.2026.105270&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05510936\/file\/2026-micpro-RSCM.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05510936\/file\/2026-micpro-RSCM.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05510936\/file\/2026-micpro-RSCM.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05510936v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05606469v1\" target=\"_blank\" >Analytical Modeling of Set-Associative Caches for Optimizing Tensor Operations<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Guillaume Iooss, Christophe Guillon, Fabrice Rastello, Albert Cohen, Saday Sadayappan<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ACM Transactions on Architecture and Code Optimization<\/i>, In press<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05606469\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05606469\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05606469\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05606469v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04995708v2\" target=\"_blank\" >Mixed precision accumulation for neural network inference guided by componentwise forward error analysis<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">El-Mehdi El Arar, Silviu-Ioan Filip, Theo Mary, Elisa Riccietti<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>IMA Journal of Numerical Analysis<\/i>, In press<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04995708\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04995708\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04995708\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04995708v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Conference papers<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05577331v1\" target=\"_blank\" >Network Folding for Resource-Efficient Implementation of Stream-Dataflow Deep Neural Network Inference on FPGAs<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Van-Quan Pham, Adrien Prost-Boucle, Olivier Muller, Fr\u00e9d\u00e9ric P\u00e9trot<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>Computing Frontiers 2026<\/i>, ACM, May 2026, Catania, Sicily, Italy<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05577331\/file\/CF2026_Network_Folding_for_Stream_DataflowImplementation_of_Deep_Neural_Network_forResource_Efficient_Inference_on_FPGAs-22.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05577331\/file\/CF2026_Network_Folding_for_Stream_DataflowImplementation_of_Deep_Neural_Network_forResource_Efficient_Inference_on_FPGAs-22.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05577331\/file\/CF2026_Network_Folding_for_Stream_DataflowImplementation_of_Deep_Neural_Network_forResource_Efficient_Inference_on_FPGAs-22.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05577331v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05450053v1\" target=\"_blank\" >Bug dans plusieurs solveurs de programmation lin\u00e9aire en nombres entiers<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">R\u00e9mi Garcia, Anna Lambert<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ROADEF 2026 &#8211; 27\u00e8me \u00e9dition du congr\u00e8s annuel de la Soci\u00e9t\u00e9 Fran\u00e7aise de Recherche Op\u00e9rationnelle et d&#8217;Aide \u00e0 la D\u00e9cision<\/i>, Feb 2026, Tours, France<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05450053\/file\/ROADEF2026.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05450053\/file\/ROADEF2026.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05450053\/file\/ROADEF2026.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05450053v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05466817v2\" target=\"_blank\" >Reducing the Hardware Gap for Custom Accelerators through Quantization Aware Training<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Bastien Barbe, Romain Bouarah, Florent de Dinechin, Anastasia Volkova<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>AccML 2026 &#8211; 8th Workshop on Accelerated Machine Learning<\/i>, Jan 2026, Krakow (Cracovie), Poland<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05466817\/file\/hipeac.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05466817\/file\/hipeac.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05466817\/file\/hipeac.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05466817v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05489187v1\" target=\"_blank\" >Quantization-aware training: a tradeoff between training and fine-tuning for domain-specific language models<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Xavier Pillet, C\u00e9dric Gernigon, Anastasia Volkova, Richard Dufour, Adeline Granet, Nicolas Greffard<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>AccML 2026 &#8211; 8th Workshop on Accelerated Machine Learning<\/i>, Jan 2026, Krakow (Cracovie), Poland<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05489187\/file\/AccML_Tradeoff.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05489187\/file\/AccML_Tradeoff.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05489187\/file\/AccML_Tradeoff.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05489187v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05322672v2\" target=\"_blank\" >Training for Mixed-Precision Integer Weights, Activations and Embeddings in BERT<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">C\u00e9dric Gernigon, Xavier Pillet, Anastasia Volkova, Richard Dufour<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>DASIP 2026: Workshop on Design and Architectures for Signal and Image Processing<\/i>, Jan 2026, Krakow (Cracovie), Poland<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05322672\/file\/dasip26-hotcrp-final43.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05322672\/file\/dasip26-hotcrp-final43.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05322672\/file\/dasip26-hotcrp-final43.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05322672v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Other publications<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05594483v1\" target=\"_blank\" >Progressive Arithmetic Lowering from Tensor Kernels to Synthesizable Datapaths<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Louis Ledoux, Pierre Cochard, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2026<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05594483\/file\/slides.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05594483\/file\/slides.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05594483\/file\/slides.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05594483v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Poster communications<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05576131v2\" target=\"_blank\" >Floating-Point Datapaths in CIRCT via HAriCo and harico-arith-to-comb Lowering<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Louis Ledoux, Pierre Cochard, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>EuroLLVM2026 &#8211; 2026 EuroLLVM Developers&#8217; Meeting<\/i>, Apr 2026, Dublin, Ireland<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05576131\/file\/poster.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05576131\/file\/poster.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05576131\/file\/poster.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05576131v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05489427v1\" target=\"_blank\" >Arithmetic Lowering with Emeraude-MLIR: Bridging Tensor and DSP Kernels to Silicon Datapaths<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Louis Ledoux, Pierre Cochard, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>PEPR IA Embarqu\u00e9e Workshop<\/i>, Jan 2026, Aussois, France. 2026<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05489427\/file\/pop_template.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05489427\/file\/pop_template.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05489427\/file\/pop_template.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05489427v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/cea.hal.science\/cea-05569665v1\" target=\"_blank\" >Distribution-aware tensor decomposition for compression of convolutional neural networks<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Alper Kalle, Th\u00e9o Rudkiewicz, Mohamed-Oumar Ouerfelli, Mohamed Tamaazousti<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2026<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/cea.hal.science\/cea-05569665\/file\/Sigma_Paper_article.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/cea.hal.science\/cea-05569665\/file\/Sigma_Paper_article.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/cea.hal.science\/cea-05569665\/file\/Sigma_Paper_article.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/cea.hal.science\/cea-05569665v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05554662v1\" target=\"_blank\" >Limited-Precision Stochastic Rounding<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2026<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05554662\/file\/2603.06060v1.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05554662\/file\/2603.06060v1.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05554662\/file\/2603.06060v1.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05554662v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05561674v1\" target=\"_blank\" >Probabilistic Error Analysis of Limited-Precision Stochastic Rounding: Horner&#8217;s Algorithm and Pairwise Summation<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2026<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05561674\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05561674\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05561674\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05561674v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='Rubrique'>2025<\/p> <p class='SousRubrique'>Journal articles<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05385229v1\" target=\"_blank\" >Towards Optimized Arithmetic Circuits with MLIR<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Louis Ledoux, Pierre Cochard, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>Works in Progress in Embedded Computing Journal<\/i>, 2025, 11 (1), pp.4. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.64552\/wipiec.v11i1.90\">&#x27E8;10.64552\/wipiec.v11i1.90&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05385229\/file\/dsdwip2025.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05385229\/file\/dsdwip2025.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05385229\/file\/dsdwip2025.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05385229v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04787542v3\" target=\"_blank\" >Error Analysis of Sum-Product Algorithms under Stochastic Rounding<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Pablo de Oliveira Castro, El-Mehdi El Arar, Eric Petit, Devan Sohier<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>SIAM Journal on Scientific Computing<\/i>, 2025, 47 (6), pp.B1481&#8211;B1502. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1137\/24M1710966\">&#x27E8;10.1137\/24M1710966&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04787542\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04787542\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04787542\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04787542v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04665809v3\" target=\"_blank\" >Probabilistic error analysis of limited-precision stochastic rounding<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">El-Mehdi El Arar, Massimiliano Fasi, Silviu-Ioan Filip, Mantas Mikaitis<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>SIAM Journal on Scientific Computing<\/i>, 2025, 47 (5), pp.1-21. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1137\/24M1681458\">&#x27E8;10.1137\/24M1681458&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04665809\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04665809\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04665809\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04665809v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Conference papers<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05460196v1\" target=\"_blank\" >How effective is matrix reordering for improving performance of sparse matrix-vector multiplication?<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Omid Asudeh, Sina Mahdipour Saravani, Fabrice Rastello, Gerald Sabin, Ponnuswamy Sadayappan<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>SC Workshops &#8217;25: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis<\/i>, Nov 2025, St Louis, United States. pp.823 &#8211; 827, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1145\/3731599\">&#x27E8;10.1145\/3731599&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05460196\/file\/3731599.3767441.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05460196\/file\/3731599.3767441.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05460196\/file\/3731599.3767441.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05460196v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05094796v2\" target=\"_blank\" >Towards optimal reconfigurable constant multipliers<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Bastien Barbe, Xiao Peng, Anastasia Volkova, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>28th Conference on Digital System Design (DSD)<\/i>, Euromicro, Sep 2025, Salerno, Italy. pp.418-425, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/DSD67783.2025.00064\">&#x27E8;10.1109\/DSD67783.2025.00064&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05094796\/file\/2025-DSD-RSCM.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05094796\/file\/2025-DSD-RSCM.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05094796\/file\/2025-DSD-RSCM.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05094796v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05385247v2\" target=\"_blank\" >Design-Space Exploration of Serialized Floating-Point Division for DLP Architectures<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Louis Ledoux<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>DSD 2025 &#8211; 28th Euromicro Conference on Digital System Design<\/i>, Sep 2025, Salerno, Italy<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05385247\/file\/dsd_8112.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05385247\/file\/dsd_8112.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05385247\/file\/dsd_8112.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05385247v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05139896v1\" target=\"_blank\" >RETROSPECTIVE: Table-based polynomials for fast hardware function evaluation<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ASAP 2025 &#8211; 36th IEEE International Conference on Application-specific Systems, Architectures and Processors<\/i>, Jul 2025, Vancouver (British Columbia), Canada<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05139896\/file\/2025-ASAP-RetroHOTBM.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05139896\/file\/2025-ASAP-RetroHOTBM.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05139896\/file\/2025-ASAP-RetroHOTBM.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05139896v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04986776v1\" target=\"_blank\" >Hardware Fixed-Point 2D and 3D norms<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Romain Bouarah, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>32nd IEEE International Symposium on Computer Arithmetic &#8211; ARITH 2025<\/i>, May 2025, El Paso, Texas, United States<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04986776\/file\/2025-Arith-Norms.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04986776\/file\/2025-Arith-Norms.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04986776\/file\/2025-Arith-Norms.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04986776v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04982397v2\" target=\"_blank\" >Double-Word Decomposition in a Combined FP16, BF16 and FP32 Dot Product Add Operator<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Or\u00e9gane Desrentes, Beno\u00eet Dupont de Dinechin, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ARITH 2025 &#8211; IEEE 32nd International Symposium on Computer Arithmetic<\/i>, May 2025, El-Paso, Texas, United States<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04982397\/file\/Desrentes2025_Double-Word_Decomposition_in_a_Combined_FP16_BF16_and_FP32_Dot_Product_Add_Operator.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04982397\/file\/Desrentes2025_Double-Word_Decomposition_in_a_Combined_FP16_BF16_and_FP32_Dot_Product_Add_Operator.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04982397\/file\/Desrentes2025_Double-Word_Decomposition_in_a_Combined_FP16_BF16_and_FP32_Dot_Product_Add_Operator.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04982397v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04949886v2\" target=\"_blank\" >Hardware-Aware Training for Multiplierless Convolutional Neural Networks<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">R\u00e9mi Garcia, L\u00e9o Pradels, Silviu-Ioan Filip, Olivier Sentieys<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ARITH 2025 &#8211; 32nd IEEE International Symposium on Computer Arithmetic<\/i>, May 2025, El Paso, United States. pp.1-8<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04949886\/file\/GPFS_CNN_ARITH2025.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04949886\/file\/GPFS_CNN_ARITH2025.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04949886\/file\/GPFS_CNN_ARITH2025.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04949886v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04882989v2\" target=\"_blank\" >MPTorch-FPGA: a Custom Mixed-Precision Framework for FPGA-based DNN Training<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys, Guy Lemieux<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>DATE 2025 &#8211; 28th IEEE\/ACM Design, Automation and Test in Europe<\/i>, Mar 2025, Lyon, France. pp.1-6<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04882989\/file\/article_sami_DATE2025.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04882989\/file\/article_sami_DATE2025.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04882989\/file\/article_sami_DATE2025.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04882989v2\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Poster communications<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05283516v1\" target=\"_blank\" >Network Folding: A Resource-Efficient Approach for DNN Streaming Architectures<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Van-Quan Pham, Adrien Prost-Boucle, Olivier Muller, Fr\u00e9deric P\u00e9trot<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">CNRS. <i>GDR-SoC2 2025<\/i>, Jun 2025, Lorient (56100), France. CNRS<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05283516\/file\/PHAM_GDR_SoC_2025-12.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05283516\/file\/PHAM_GDR_SoC_2025-12.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05283516\/file\/PHAM_GDR_SoC_2025-12.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05283516v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05063466v1\" target=\"_blank\" >Towards Multi-Level Arithmetic Optimizations<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Pierre Cochard, Luc Forget, Florent de Dinechin, Louis Ledoux<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>EuroLLVM 2025 &#8211;<\/i>, Apr 2025, Berlin, Germany<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05063466\/file\/2025-eurollvm.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05063466\/file\/2025-eurollvm.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05063466\/file\/2025-eurollvm.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05063466v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Reports<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05412130v1\" target=\"_blank\" >FloPoCo and MLIR: A Multi-Level Compilation Framework for Many Intents<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Pierre Cochard, Louis Ledoux<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">Inria Lyon; INSA lyon; CITI &#8211; Centre d&#8217;Innovation en T\u00e9l\u00e9communications et Int\u00e9gration de services. 2025<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05412130\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05412130\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05412130\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05412130v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05460223v1\" target=\"_blank\" >Gradual Binary Search and Dimension Expansion : A general method for activation quantization in LLMs<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Lucas Maisonnave, Cyril Moineau, Olivier Bichler, Fabrice Rastello<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">CORSE &#8211; Compiler Optimization and Run-time Systems. 2025<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05460223\/file\/2504.13989v2.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05460223\/file\/2504.13989v2.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05460223\/file\/2504.13989v2.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05460223v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-05388006v1\" target=\"_blank\" >KANHard: Training Hardware-Friendly Kolmogorov-Arnold Networks<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Romain Bouarah, Bastien Barbe, Anastasia Volkova, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2025<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-05388006\/file\/kanhard2025.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-05388006\/file\/kanhard2025.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-05388006\/file\/kanhard2025.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-05388006v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-05367563v1\" target=\"_blank\" >Contribution to Error Analysis of Deep Neural Networks: Case of the Activation Functions<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Maria L. Reyna Cruz, Kristalys Ruiz-Rohena, Yahriel I. Guel, Henry Salgado, Lisa Taldir, Elian Pena Ramos, Natalia Cervantes, Tzetzaith Rivero, Martine Ceberio, Christoph Lauter, Anastasia Volkova<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2025<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-05367563\/file\/Error_Analysis_Activation_Functions-HAL-2.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-05367563\/file\/Error_Analysis_Activation_Functions-HAL-2.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-05367563\/file\/Error_Analysis_Activation_Functions-HAL-2.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-05367563v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='Rubrique'>2024<\/p> <p class='SousRubrique'>Journal articles<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04764621v1\" target=\"_blank\" >Combining Weight Approximation, Sharing and Retraining for Neural Network Model Compression<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Prachi Kashikar, Olivier Sentieys, Sharad Sinha<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ACM Transactions on Embedded Computing Systems (TECS)<\/i>, 2024, 23, pp.1 &#8211; 23. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1145\/3687466\">&#x27E8;10.1145\/3687466&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04764621\/file\/Prachi_TECS24.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04764621\/file\/Prachi_TECS24.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04764621\/file\/Prachi_TECS24.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04764621v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Conference papers<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04917041v1\" target=\"_blank\" >Autonomous FPGA Reconfigurability in Embedded Systems<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Hugo Boulissi\u00e8re, Adrien Prost-Boucle, Elena Ioana Vatajelu, Giorgio Di Natale<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>20th IEEE East-West Design &#038; Test Symposium (EWDTS 2024)<\/i>, IEEE, Nov 2024, Yerevan, Armenia. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/EWDTS63723.2024.10873607\">&#x27E8;10.1109\/EWDTS63723.2024.10873607&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04917041\/file\/EWDTS%20-%20Autonomous%20FPGA%20Reconfigurability%20in%20Embedded%20Systems.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04917041\/file\/EWDTS%20-%20Autonomous%20FPGA%20Reconfigurability%20in%20Embedded%20Systems.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04917041\/file\/EWDTS%20-%20Autonomous%20FPGA%20Reconfigurability%20in%20Embedded%20Systems.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04917041v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/cea.hal.science\/cea-05029995v1\" target=\"_blank\" >Robustness of tensor decomposition-based neural network compression<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Th\u00e9o Rudkiewicz, Mohamed-Oumar Ouerfelli, Riccardo Finotello, Zakariya Chaouai, Mohamed Tamaazousti<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>ICIP 2024 &#8211; IEEE International Conference on Image Processing<\/i>, Oct 2024, Abu Dhabi, United Arab Emirates. pp.221-227, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/ICIP51287.2024.10647942\">&#x27E8;10.1109\/ICIP51287.2024.10647942&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/cea.hal.science\/cea-05029995\/file\/ICIP_Robustesse_NoteIEEE.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/cea.hal.science\/cea-05029995\/file\/ICIP_Robustesse_NoteIEEE.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/cea.hal.science\/cea-05029995\/file\/ICIP_Robustesse_NoteIEEE.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/cea.hal.science\/cea-05029995v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04555744v1\" target=\"_blank\" >Tightening I\/O Lower Bounds through the Hourglass Dependency Pattern<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Lionel Eyraud-Dubois, Guillaume Iooss, Julien Langou, Fabrice Rastello<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>SPAA 2024 &#8211; 36th ACM Symposium on Parallelism in Algorithms and Architectures<\/i>, Jun 2024, Nantes, France. pp.1-34<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04555744\/file\/main_HAL.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04555744\/file\/main_HAL.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04555744\/file\/main_HAL.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04555744v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04380270v3\" target=\"_blank\" >A Stochastic Rounding-Enabled Low-Precision Floating-Point MAC for DNN Training<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Sami Ben Ali, Silviu-Ioan Filip, Olivier Sentieys<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>DATE 2024 &#8211; 27th IEEE\/ACM Design, Automation and Test in Europe<\/i>, Mar 2024, Valencia, Spain. pp.1-6<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04380270\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04380270\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04380270\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04380270v3\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04549245v1\" target=\"_blank\" >AdaQAT: Adaptive Bit-Width Quantization-Aware Training<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">C\u00e9dric Gernigon, Silviu-Ioan Filip, Olivier Sentieys, Cl\u00e9ment Coggiola, Micka\u00ebl Bruno<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\"><i>IEEE 6th International Conference on AI Circuits and Systems (AICAS)<\/i>, 2024, Abu Dhabi, United Arab Emirates. pp.442-446, <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1109\/AICAS59952.2024.10595895\">&#x27E8;10.1109\/AICAS59952.2024.10595895&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04549245\/file\/AdaQAT%3A_Adaptive_Bit-Width_Quantization-Aware_Training.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04549245\/file\/AdaQAT%3A_Adaptive_Bit-Width_Quantization-Aware_Training.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04549245\/file\/AdaQAT%3A_Adaptive_Bit-Width_Quantization-Aware_Training.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04549245v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Book sections<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/hal.science\/hal-04465853v1\" target=\"_blank\" >Inside the AI Accelerators: From High Performance to Energy Efficiency<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Ana Pinzari, Adrien Prost-Boucle, Christelle Rabache, Fr\u00e9d\u00e9ric P\u00e9trot<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">Ovidiu VERMESAN &#8211; Dave MARPLES. <i>Advancing Edge Artificial Intelligence<\/i>, River Publishers, pp.87-103, 2024, 9781003478713. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1201\/9781003478713-4\">&#x27E8;10.1201\/9781003478713-4&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/hal.science\/hal-04465853\/file\/Inside%20the%20AI%20Accelerators%3A%20From%20High%20Performance%20to%20Energy%20Efficiency.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/hal.science\/hal-04465853\/file\/Inside%20the%20AI%20Accelerators%3A%20From%20High%20Performance%20to%20Energy%20Efficiency.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/hal.science\/hal-04465853\/file\/Inside%20the%20AI%20Accelerators%3A%20From%20High%20Performance%20to%20Energy%20Efficiency.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/hal.science\/hal-04465853v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Books<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04715553v1\" target=\"_blank\" >Application-Specific Arithmetic<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Florent de Dinechin, Martin Kumm<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">Springer International Publishing, 2024, 978-3-031-42808-1. <a target=\"_blank\" href=\"https:\/\/dx.doi.org\/10.1007\/978-3-031-42808-1\">&#x27E8;10.1007\/978-3-031-42808-1&#x27E9;<\/a><\/dd> <dt class=\"ChampRes\">Acc\u00e8s au bibtex<\/dt> <dd class=\"ValeurRes LienBibtex\"> <a href=\"https:\/\/inria.hal.science\/hal-04715553v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/dd> <\/dl> <p class='SousRubrique'>Reports<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04851704v1\" target=\"_blank\" >Performance debugging through microarchitectural sensitivity and causality analysis<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Alban Dutilleul, Hugo Pompougnac, Nicolas Derumigny, Gabriel Rodr\u00edguez, Valentin Trophime, Christophe Guillon, Fabrice Rastello<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">INRIA. 2024, pp.1-13<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04851704\/file\/2412.13207v1.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04851704\/file\/2412.13207v1.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04851704\/file\/2412.13207v1.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04851704v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <p class='SousRubrique'>Preprints, Working Papers, &#8230;<\/p> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04776745v1\" target=\"_blank\" >Activations in Low Precision with High Accuracy<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Tom Hubrecht, Or\u00e9gane Desrentes, Florent de Dinechin<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2024<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04776745\/file\/2025-ALPHA.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04776745\/file\/2025-ALPHA.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04776745\/file\/2025-ALPHA.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04776745v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <dl class='NoticeRes'> <dt class=\"ChampRes\">titre<\/dt><dd class=\"ValeurRes Titre\"><a href=\"https:\/\/inria.hal.science\/hal-04814088v1\" target=\"_blank\" >SARCASM: Set-Associative Rotating Cache Analytical\/Simulating Model<\/a><\/dd> <dt class=\"ChampRes\">auteur<\/dt><dd class=\"ValeurRes Auteurs\">Guillaume Iooss, Christophe Guillon, Fabrice Rastello, Albert Cohen, Saday Sadayappan<\/dd> <dt class=\"ChampRes\">article<\/dt><dd class=\"ValeurRes article\">2024<\/dd> <dt class=\"ChampRes\">Acc\u00e8s au texte int\u00e9gral et bibtex<\/dt> <dd class=\"ValeurRes Fichier_joint\"> <a href=\"https:\/\/inria.hal.science\/hal-04814088\/file\/main.pdf\"  target=\"_blank\"> <img decoding=\"async\" alt=\"https:\/\/inria.hal.science\/hal-04814088\/file\/main.pdf\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_pdf.png\" border=\"0\" title=\"https:\/\/inria.hal.science\/hal-04814088\/file\/main.pdf\" \/><\/a> <span class=\"LienBibtexACoteFulltext\"><a href=\"https:\/\/inria.hal.science\/hal-04814088v1\/bibtex\" target=\"_self\"> <img decoding=\"async\" alt=\"BibTex\" src=\"https:\/\/haltools.inria.fr\/images\/Haltools_bibtex3.png\" border=\"0\"  title=\"BibTex\" \/><\/a> <\/span><\/dd> <\/dl> <\/div> <\/body> <\/html> <\/p>","protected":false},"excerpt":{"rendered":"<p>The following publications report results funded in part by&nbsp;France 2030 program, managed by the ANR, project&nbsp;HOLIGRAIL (ANR-23-PEIA-0010), in the context of the&nbsp;PEPR IA. Publications HAL du projet ANR. holigrail 2026 Journal articles titre LAD2025, A constraint-based solver for the subgraph isomorphism problem auteur Christine Solnon article Artificial Intelligence (AIJ), 2026,\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/project.inria.fr\/holigrail\/publications\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":797,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-74","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/pages\/74","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/users\/797"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/comments?post=74"}],"version-history":[{"count":5,"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/pages\/74\/revisions"}],"predecessor-version":[{"id":79,"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/pages\/74\/revisions\/79"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/holigrail\/wp-json\/wp\/v2\/media?parent=74"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}