{"id":692739,"date":"2020-10-01T09:30:50","date_gmt":"2020-10-01T16:30:50","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-project&#038;p=692739"},"modified":"2025-12-14T01:07:18","modified_gmt":"2025-12-14T09:07:18","slug":"archai-platform-for-neural-architecture-search","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/archai-platform-for-neural-architecture-search\/","title":{"rendered":"Archai: Platform for Neural Architecture Search"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--full-bleed\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"720\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720.png\" class=\"attachment-full size-full\" alt=\"ArchAi: illustration of a tower of data being processed using AI\" style=\"object-position: 69% 51%\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720.png 1920w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720-300x113.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720-1024x384.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720-768x288.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720-1536x576.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/09\/ProjArchAI_AI_header_09-2020_1920x720-1600x600.png 1600w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 align-self-center\">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 class=\"wp-block-heading h2\" id=\"archai-platform-for-neural-architecture-search\">Archai: Platform for Neural Architecture Search<\/h1>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<p>Archai is a platform for Neural Network Search (NAS) with a goal to unify several recent advancements in research and making them accessible to non-experts so that anyone can leverage this research to generate efficient deep networks for their own applications. Archai hopes to accelerate NAS research by easily allowing to mix and match different techniques rapidly while still ensuring reproducibility, documented hyper-parameters and fair comparison across the spectrum of these techniques. Archai is extensible and modular to accommodate new algorithms easily (often with only a few new lines of code) offering clean and robust codebase.<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Archai is a platform for Neural Network Search (NAS) with a goal to unify several recent advancements in research and making them accessible to non-experts so that anyone can leverage this research to generate efficient deep networks for their own applications.<\/p>\n","protected":false},"featured_media":694512,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13555],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-692739","msr-project","type-msr-project","status-publish","has-post-thumbnail","hentry","msr-research-area-search-information-retrieval","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"","related-publications":[609729],"related-downloads":[],"related-videos":[1012128],"related-groups":[],"related-events":[],"related-opportunities":[],"related-posts":[694401],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[{"type":"user_nicename","display_name":"Eric Horvitz","user_id":32033,"people_section":"Section name 0","alias":"horvitz"},{"type":"user_nicename","display_name":"John Langford","user_id":32204,"people_section":"Section name 0","alias":"jcl"},{"type":"user_nicename","display_name":"Chris Lovett","user_id":36027,"people_section":"Section name 0","alias":"clovett"},{"type":"user_nicename","display_name":"Shital Shah","user_id":35435,"people_section":"Section name 0","alias":"shitals"}],"msr_research_lab":[992148],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/692739","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":6,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/692739\/revisions"}],"predecessor-version":[{"id":999252,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/692739\/revisions\/999252"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/694512"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=692739"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=692739"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=692739"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=692739"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=692739"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}