{"id":5647256,"date":"2023-02-10T13:53:20","date_gmt":"2023-02-10T18:53:20","guid":{"rendered":"https:\/\/lightning.ai\/pages\/?p=5647256"},"modified":"2023-02-10T14:02:17","modified_gmt":"2023-02-10T19:02:17","slug":"how-to-triple-your-models-inference-speed","status":"publish","type":"post","link":"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/","title":{"rendered":"How to Triple Your Model\u2019s Inference Speed"},"content":{"rendered":"<p><iframe loading=\"lazy\" title=\"vimeo-player\" src=\"https:\/\/player.vimeo.com\/video\/797513946?h=bc61220ed0\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<h2>Benchmark this yourself!<\/h2>\n<p>To run your own benchmarks using these optimizations, just follow these three simple steps:<\/p>\n<ol>\n<li><a href=\"https:\/\/lightning.ai\/\">Create a Lightning AI account<\/a>\u00a0and receive $30USD worth of free credits<\/li>\n<li>Duplicate (fork) our\u00a0<a href=\"https:\/\/lightning.ai\/app\/fcUubSZ99Q\">Autoscale Stable Diffusion Server<\/a>\u00a0on your account<\/li>\n<li>Navigate to our\u00a0<a href=\"https:\/\/github.com\/Lightning-AI\/DiffusionWithAutoscaler\">GitHub repo<\/a>\u00a0to replicate the benchmark.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Benchmark this yourself! To run your own benchmarks using these optimizations, just follow these three simple steps: Create a Lightning AI account\u00a0and receive $30USD worth of free credits Duplicate (fork) our\u00a0Autoscale Stable Diffusion Server\u00a0on your account Navigate to our\u00a0GitHub repo\u00a0to replicate the benchmark.<\/p>\n","protected":false},"author":16,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[],"glossary":[],"acf":{"additional_authors":false,"hide_from_archive":false,"content_type":"Blog Post","custom_styles":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Triple Your Model\u2019s Inference Speed - Lightning AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Triple Your Model\u2019s Inference Speed - Lightning AI\" \/>\n<meta property=\"og:description\" content=\"&nbsp; Benchmark this yourself! To run your own benchmarks using these optimizations, just follow these three simple steps: Create a Lightning AI account\u00a0and receive $30USD worth of free credits Duplicate (fork) our\u00a0Autoscale Stable Diffusion Server\u00a0on your account Navigate to our\u00a0GitHub repo\u00a0to replicate the benchmark.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/\" \/>\n<meta property=\"og:site_name\" content=\"Lightning AI\" \/>\n<meta property=\"article:published_time\" content=\"2023-02-10T18:53:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-02-10T19:02:17+00:00\" \/>\n<meta name=\"author\" content=\"JP Hennessy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@LightningAI\" \/>\n<meta name=\"twitter:site\" content=\"@LightningAI\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"JP Hennessy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/\"},\"author\":{\"name\":\"JP Hennessy\",\"@id\":\"https:\/\/lightning.ai\/pages\/#\/schema\/person\/2518f4d5541f8e98016f6289169141a6\"},\"headline\":\"How to Triple Your Model\u2019s Inference Speed\",\"datePublished\":\"2023-02-10T18:53:20+00:00\",\"dateModified\":\"2023-02-10T19:02:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/\"},\"wordCount\":57,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/lightning.ai\/pages\/#organization\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/\",\"url\":\"https:\/\/lightning.ai\/pages\/uncategorized\/how-to-triple-your-models-inference-speed\/\",\"name\":\"How to Triple Your Model\u2019s Inference Speed - 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