{"id":4352,"date":"2023-10-24T12:35:06","date_gmt":"2023-10-24T12:35:06","guid":{"rendered":"https:\/\/www.fasystem.se\/?page_id=4352"},"modified":"2023-10-24T12:35:51","modified_gmt":"2023-10-24T12:35:51","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/www.fasystem.se\/en\/machine-learning\/","title":{"rendered":"Machine Learning"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"4352\" class=\"elementor elementor-4352\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-391c2f2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"391c2f2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-49519a0\" data-id=\"49519a0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0818c73 elementor-widget elementor-widget-spacer\" data-id=\"0818c73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9f4243 elementor-widget elementor-widget-heading\" data-id=\"f9f4243\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Machine Learning<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb3ab69 elementor-widget elementor-widget-text-editor\" data-id=\"bb3ab69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">In machine learning, a GPU server is a computer server specifically designed to speed up machine learning tasks through the use of powerful GPUs. Here's how a GPU server is used in machine learning:<\/p><ul class=\"ul1\"><li class=\"li1\"><b> Deep learning training<\/b>Deep learning, especially multi-layer neural networks, requires enormous amounts of computational power to train models. GPUs accelerate this training procedure through parallel processing of large datasets and matrix operations.<\/li><li class=\"li1\"><b> Model inference<\/b>: Once a model is trained, GPUs are used to make quick predictions or analyses (inference). This is useful in real-time applications such as image recognition, speech recognition and natural language processing.<\/li><li class=\"li1\"><b> Large-scale data analysis<\/b>GPU servers can be used to accelerate data analysis in machine learning, including feature extraction, data cleaning and optimisation of machine learning models.<\/li><li class=\"li1\"><b> Hyperparameter optimisation<\/b>GPU servers are often used to perform hyperparameter optimisation, where different model parameters are tested to find the best settings for a given task.<\/li><li class=\"li1\"><b> Distributed machine learning<\/b>Within large organisations, GPU clusters can be used to distribute machine learning tasks and accelerate the training of large models.<\/li><li class=\"li1\"><b> Model evaluation and validation<\/b>GPUs can be used to quickly evaluate and validate machine learning models by running extensive tests and calculations.<\/li><li class=\"li1\"><b> Monitoring of models<\/b>GPU servers can be used to monitor the performance and operation of trained machine learning models, which is important to ensure they remain effective over time.<\/li><\/ul><p class=\"p1\">In machine learning, fast and efficient computation is essential to handle complex tasks and large amounts of data. GPU servers have become almost indispensable tools in the field, and they are often used in combination with specialised machine learning software and frameworks such as TensorFlow, PyTorch and CUDA to take full advantage of the computational capabilities of GPUs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a8010b elementor-product-loop-item--align-center elementor-grid-4 elementor-grid-tablet-3 elementor-grid-mobile-2 elementor-products-grid elementor-wc-products elementor-widget elementor-widget-woocommerce-products\" data-id=\"1a8010b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"woocommerce-products.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"woocommerce columns-4\"><ul class=\"products elementor-grid columns-4\">\n<li class=\"product type-product post-4279 status-publish first instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/4279\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"240\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640DW-300x240.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"SKY 2 - 2I640DW + Hailo-8\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640DW-300x240.webp 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640DW-15x12.webp 15w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640DW-200x160.webp 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640DW-600x480.webp 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640DW.webp 670w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">SKY 2 - 2I640DW + Hailo-8<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/4279\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_4279\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"4279\" data-product_sku=\"\" aria-label=\"Read more about \u201cSKY 2 - 2I640DW + Hailo-8\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_4279\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<li class=\"product type-product post-4276 status-publish instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/sky-2-2i640cw-hailo-8\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW-300x225.jpg\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"SKY 2 - 2I640CW + Hailo-8\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW-300x225.jpg 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW-768x577.jpg 768w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW-16x12.jpg 16w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW-200x150.jpg 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW-600x451.jpg 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I640CW.jpg 800w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">SKY 2 - 2I640CW + Hailo-8<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/sky-2-2i640cw-hailo-8\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_4276\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"4276\" data-product_sku=\"\" aria-label=\"Read more about \u201cSKY 2 - 2I640CW + Hailo-8\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_4276\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<li class=\"product type-product post-4273 status-publish instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/sky-2-2i110d-hailo-8-2\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D-300x225.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"SKY 2 - 2I110D + Hailo-8\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D-300x225.webp 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D-768x577.webp 768w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D-16x12.webp 16w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D-200x150.webp 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D-600x451.webp 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2l110D.webp 800w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">SKY 2 - 2I110D + Hailo-8<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/sky-2-2i110d-hailo-8-2\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_4273\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"4273\" data-product_sku=\"\" aria-label=\"Read more about \u201cSKY 2 - 2I110D + Hailo-8\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_4273\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<li class=\"product type-product post-4268 status-publish last instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/sky-2-2i110d-hailo-8\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"240\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I110AW-1-300x240.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"SKY 2 - 2I110AW + Hailo-8\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I110AW-1-300x240.webp 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I110AW-1-15x12.webp 15w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I110AW-1-200x160.webp 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I110AW-1-600x480.webp 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/10\/2I110AW-1.webp 670w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">SKY 2 - 2I110AW + Hailo-8<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/sky-2-2i110d-hailo-8\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_4268\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"4268\" data-product_sku=\"\" aria-label=\"Read more about \u201cSKY 2 - 2I110AW + Hailo-8\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_4268\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<li class=\"product type-product post-811 status-publish first instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/fas-box-pc-3-2-j1900\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-300x200.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"FAS Box PC 6.0 J6412\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-300x200.webp 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-1024x682.webp 1024w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-768x512.webp 768w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-18x12.webp 18w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-200x133.webp 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1-600x400.webp 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-j6412-1.webp 1400w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">FAS Box PC 6.0 J6412<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/fas-box-pc-3-2-j1900\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_811\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"811\" data-product_sku=\"\" aria-label=\"Read more about \u201cFAS Box PC 6.0 J6412\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_811\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<li class=\"product type-product post-797 status-publish instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/fas-box-din-j1900\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-300x200.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"FAS BOX PC DIN Monterad J6412\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-300x200.webp 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-1024x683.webp 1024w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-768x512.webp 768w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-18x12.webp 18w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-200x133.webp 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1-600x400.webp 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2023\/08\/din-pc-1.webp 1400w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">FAS BOX PC DIN Mounted J6412<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/fas-box-din-j1900\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_797\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"797\" data-product_sku=\"\" aria-label=\"Read more about \u201cFAS BOX PC DIN Monterad J6412\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_797\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<li class=\"product type-product post-793 status-publish instock product_cat-industri-pc has-post-thumbnail shipping-taxable product-type-simple\">\n\t<a href=\"https:\/\/www.fasystem.se\/en\/product\/fas-box-pc-i7\/\" class=\"woocommerce-LoopProduct-link woocommerce-loop-product__link\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"200\" src=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-300x200.webp\" class=\"attachment-woocommerce_thumbnail size-woocommerce_thumbnail\" alt=\"FAS Box PC i3 i5 i7\" srcset=\"https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-300x200.webp 300w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-1024x682.webp 1024w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-768x512.webp 768w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-18x12.webp 18w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-200x133.webp 200w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1-600x400.webp 600w, https:\/\/www.fasystem.se\/wp-content\/uploads\/2021\/12\/box-pc-i5-1.webp 1400w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><h2 class=\"woocommerce-loop-product__title\">FAS Box PC i3 i5 i7<\/h2>\n<\/a><a href=\"https:\/\/www.fasystem.se\/en\/product\/fas-box-pc-i7\/\" aria-describedby=\"woocommerce_loop_add_to_cart_link_describedby_793\" data-quantity=\"1\" class=\"button product_type_simple\" data-product_id=\"793\" data-product_sku=\"\" aria-label=\"Read more about \u201cFAS Box PC i3 i5 i7\u201d\" rel=\"\" data-success_message=\"\" data-no-translation=\"\" data-trp-gettext=\"\" data-no-translation-aria-label=\"\">Read more<\/a>\t<span id=\"woocommerce_loop_add_to_cart_link_describedby_793\" class=\"screen-reader-text\">\n\t\t\t<\/span>\n<\/li>\n<\/ul>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ef7da5 elementor-widget elementor-widget-spacer\" data-id=\"3ef7da5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Machine Learning Inom maskininl\u00e4rning \u00e4r en GPU-server en datorserver som \u00e4r s\u00e4rskilt utformad f\u00f6r att snabba upp maskininl\u00e4rningsuppgifter genom anv\u00e4ndning av kraftfulla GPU:er. H\u00e4r \u00e4r hur en GPU-server anv\u00e4nds inom maskininl\u00e4rning: Djupinl\u00e4rningstr\u00e4ning: I djupinl\u00e4rning, s\u00e4rskilt neurala n\u00e4tverk med m\u00e5nga lager, kr\u00e4vs enorma m\u00e4ngder ber\u00e4kningskraft f\u00f6r att tr\u00e4na modeller. GPU:er accelererar detta tr\u00e4ningsf\u00f6rfarande genom parallell bearbetning [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4352","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning - FAS Tech AB<\/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:\/\/www.fasystem.se\/en\/machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning - FAS Tech AB\" \/>\n<meta property=\"og:description\" content=\"Machine Learning Inom maskininl\u00e4rning \u00e4r en GPU-server en datorserver som \u00e4r s\u00e4rskilt utformad f\u00f6r att snabba upp maskininl\u00e4rningsuppgifter genom anv\u00e4ndning av kraftfulla GPU:er. H\u00e4r \u00e4r hur en GPU-server anv\u00e4nds inom maskininl\u00e4rning: Djupinl\u00e4rningstr\u00e4ning: I djupinl\u00e4rning, s\u00e4rskilt neurala n\u00e4tverk med m\u00e5nga lager, kr\u00e4vs enorma m\u00e4ngder ber\u00e4kningskraft f\u00f6r att tr\u00e4na modeller. GPU:er accelererar detta tr\u00e4ningsf\u00f6rfarande genom parallell bearbetning [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.fasystem.se\/en\/machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"FAS Tech AB\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-24T12:35:51+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/machine-learning\\\/\",\"url\":\"https:\\\/\\\/www.fasystem.se\\\/machine-learning\\\/\",\"name\":\"Machine Learning - FAS Tech AB\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/#website\"},\"datePublished\":\"2023-10-24T12:35:06+00:00\",\"dateModified\":\"2023-10-24T12:35:51+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.fasystem.se\\\/machine-learning\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/machine-learning\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Hem\",\"item\":\"https:\\\/\\\/www.fasystem.se\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Machine Learning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/#website\",\"url\":\"https:\\\/\\\/www.fasystem.se\\\/\",\"name\":\"FAS Tech AB\",\"description\":\"Panel PC, Box PC\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.fasystem.se\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/#organization\",\"name\":\"FAS Tech AB\",\"url\":\"https:\\\/\\\/www.fasystem.se\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.fasystem.se\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/fas_logo.jpg\",\"contentUrl\":\"https:\\\/\\\/www.fasystem.se\\\/wp-content\\\/uploads\\\/2022\\\/11\\\/fas_logo.jpg\",\"width\":800,\"height\":451,\"caption\":\"FAS Tech AB\"},\"image\":{\"@id\":\"https:\\\/\\\/www.fasystem.se\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCQMpXA3rEip1yqdVTFXaBBQ\",\"https:\\\/\\\/se.linkedin.com\\\/company\\\/fa-system\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Machine Learning - FAS Tech AB","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.fasystem.se\/en\/machine-learning\/","og_locale":"en_GB","og_type":"article","og_title":"Machine Learning - FAS Tech AB","og_description":"Machine Learning Inom maskininl\u00e4rning \u00e4r en GPU-server en datorserver som \u00e4r s\u00e4rskilt utformad f\u00f6r att snabba upp maskininl\u00e4rningsuppgifter genom anv\u00e4ndning av kraftfulla GPU:er. H\u00e4r \u00e4r hur en GPU-server anv\u00e4nds inom maskininl\u00e4rning: Djupinl\u00e4rningstr\u00e4ning: I djupinl\u00e4rning, s\u00e4rskilt neurala n\u00e4tverk med m\u00e5nga lager, kr\u00e4vs enorma m\u00e4ngder ber\u00e4kningskraft f\u00f6r att tr\u00e4na modeller. GPU:er accelererar detta tr\u00e4ningsf\u00f6rfarande genom parallell bearbetning [&hellip;]","og_url":"https:\/\/www.fasystem.se\/en\/machine-learning\/","og_site_name":"FAS Tech AB","article_modified_time":"2023-10-24T12:35:51+00:00","twitter_card":"summary_large_image","twitter_misc":{"Estimated reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.fasystem.se\/machine-learning\/","url":"https:\/\/www.fasystem.se\/machine-learning\/","name":"Machine Learning - FAS Tech AB","isPartOf":{"@id":"https:\/\/www.fasystem.se\/#website"},"datePublished":"2023-10-24T12:35:06+00:00","dateModified":"2023-10-24T12:35:51+00:00","breadcrumb":{"@id":"https:\/\/www.fasystem.se\/machine-learning\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.fasystem.se\/machine-learning\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.fasystem.se\/machine-learning\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Hem","item":"https:\/\/www.fasystem.se\/"},{"@type":"ListItem","position":2,"name":"Machine Learning"}]},{"@type":"WebSite","@id":"https:\/\/www.fasystem.se\/#website","url":"https:\/\/www.fasystem.se\/","name":"FAS Tech AB","description":"Panel PC, Box PC","publisher":{"@id":"https:\/\/www.fasystem.se\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.fasystem.se\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/www.fasystem.se\/#organization","name":"FAS Tech AB","url":"https:\/\/www.fasystem.se\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.fasystem.se\/#\/schema\/logo\/image\/","url":"https:\/\/www.fasystem.se\/wp-content\/uploads\/2022\/11\/fas_logo.jpg","contentUrl":"https:\/\/www.fasystem.se\/wp-content\/uploads\/2022\/11\/fas_logo.jpg","width":800,"height":451,"caption":"FAS Tech AB"},"image":{"@id":"https:\/\/www.fasystem.se\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.youtube.com\/channel\/UCQMpXA3rEip1yqdVTFXaBBQ","https:\/\/se.linkedin.com\/company\/fa-system"]}]}},"_links":{"self":[{"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/pages\/4352","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/comments?post=4352"}],"version-history":[{"count":0,"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/pages\/4352\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.fasystem.se\/en\/wp-json\/wp\/v2\/media?parent=4352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}