--- title: Deep Learning Energy Measurement and Optimization description: This post introduces Zeus, an open-source toolbox for measuring and optimizing the energy consumption of deep learning workloads. It provides programmatic and... canonical: https://daily.dev/posts/deep-learning-energy-measurement-and-optimization-ybfctyzk0 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Deep Learning Energy Measurement and Optimization | daily.dev og:description: This post introduces Zeus, an open-source toolbox for measuring and optimizing the energy consumption of deep learning workloads. It provides programmatic and... og:url: https://daily.dev/posts/deep-learning-energy-measurement-and-optimization-ybfctyzk0 og:image: https://api.daily.dev/og/posts/YbFCtYzK0.png og:image:alt: Deep Learning Energy Measurement and Optimization 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. # Deep Learning Energy Measurement and Optimization **[PyTorch](https://daily.dev/sources/pytorch)** · 5 min read · 0 upvotes · 0 comments ## Summary This post introduces Zeus, an open-source toolbox for measuring and optimizing the energy consumption of deep learning workloads. It provides programmatic and command line GPU energy measurement tools and energy optimization tools. Zeus can benefit users in terms of measuring and optimizing electricity cost, reducing heat dissipation, reporting energy usage, and reducing carbon footprint. It also introduces the ZeusMonitor class for easy energy measurement and the GlobalPowerLimitOptimizer and PipelineFrequencyOptimizer for energy optimization. Users can specify strategies for selecting the optimal power limit. The post concludes by providing helpful links for further information about Zeus. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#deep-learning](https://daily.dev/tags/deep-learning), [#gpu](https://daily.dev/tags/gpu), [#pytorch](https://daily.dev/tags/pytorch) [View this post on daily.dev](https://daily.dev/posts/deep-learning-energy-measurement-and-optimization-ybfctyzk0) ```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":"Deep Learning Energy Measurement and Optimization","url":"https://daily.dev/posts/deep-learning-energy-measurement-and-optimization-ybfctyzk0","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/deep-learning-energy-measurement-and-optimization-ybfctyzk0"},"datePublished":"2024-05-13T15:55:58.267Z","dateModified":"2024-05-13T15:55:56.282Z","description":"This post introduces Zeus, an open-source toolbox for measuring and optimizing the energy consumption of deep learning workloads. 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