--- title: Ambiq Launches heliaPROFILER for Edge AI Development description: Ambiq has released heliaPROFILER, an open-source profiling tool for edge AI development on Apollo SoCs. It provides cycle-accurate runtime analysis, memory... canonical: https://daily.dev/posts/ambiq-launches-heliaprofiler-for-edge-ai-development-ppqax9tip twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Ambiq Launches heliaPROFILER for Edge AI Development | daily.dev og:description: Ambiq has released heliaPROFILER, an open-source profiling tool for edge AI development on Apollo SoCs. It provides cycle-accurate runtime analysis, memory... og:url: https://daily.dev/posts/ambiq-launches-heliaprofiler-for-edge-ai-development-ppqax9tip og:image: https://api.daily.dev/og/posts/PPQAx9tiP.png og:image:alt: Ambiq Launches heliaPROFILER for Edge AI Development og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Ambiq Launches heliaPROFILER for Edge AI Development **[Embedded.com](https://daily.dev/sources/embedded-com)** · 3 min read · 0 upvotes · 0 comments ## Summary Ambiq has released heliaPROFILER, an open-source profiling tool for edge AI development on Apollo SoCs. It provides cycle-accurate runtime analysis, memory utilization monitoring, and optional real-time power measurement in a single automated workflow. The tool supports layer-level bottleneck identification, comparison between heliaRT and heliaAOT execution engines, and generates visual reports compatible with Google's Model Explorer. Currently available in alpha via PyPI and GitHub, it complements Ambiq's existing HELIA AI software ecosystem including heliaCORE, heliaRT, and heliaAOT. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#python](https://daily.dev/tags/python), [#embedded](https://daily.dev/tags/embedded), [#local-ai](https://daily.dev/tags/local-ai) [View this post on daily.dev](https://daily.dev/posts/ambiq-launches-heliaprofiler-for-edge-ai-development-ppqax9tip) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Ambiq Launches heliaPROFILER for Edge AI Development","url":"https://daily.dev/posts/ambiq-launches-heliaprofiler-for-edge-ai-development-ppqax9tip","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/ambiq-launches-heliaprofiler-for-edge-ai-development-ppqax9tip"},"datePublished":"2026-08-05T00:06:12.391Z","dateModified":"2026-08-05T00:06:36.508Z","description":"Ambiq has released heliaPROFILER, an open-source profiling tool for edge AI development on Apollo SoCs. 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