{"id":787,"date":"2025-11-26T13:23:32","date_gmt":"2025-11-26T21:23:32","guid":{"rendered":"https:\/\/peden.ece.uw.edu\/computing\/?page_id=787"},"modified":"2025-11-26T14:02:16","modified_gmt":"2025-11-26T22:02:16","slug":"installing-gpu-aware-software","status":"publish","type":"page","link":"https:\/\/peden.ece.uw.edu\/computing\/gpu-lab\/installing-gpu-aware-software\/","title":{"rendered":"Installing GPU-Aware Software"},"content":{"rendered":"<p><strong>You likely know about certain software packages which are frequently used with GPUs. You might NOT know that, by default, some of those packages default to only using the CPU, even if a GPU is present.<\/strong><\/p>\n<p>Please refer to the instructions below to install these packages such that they&#8217;ll take advantage of the GPU.<!--more--><\/p>\n<p><strong>Installing TensorFlow<\/strong><\/p>\n<pre>pip3 install \"tensorflow[and-cuda]\"<\/pre>\n<p>More info: <a href=\"https:\/\/www.tensorflow.org\/install\/pip\">https:\/\/www.tensorflow.org\/install\/pip<\/a><\/p>\n<p><strong>Installing PyTorch<\/strong><\/p>\n<pre>pip3 install torch torchvision --index-url https:\/\/download.pytorch.org\/whl\/cu130<\/pre>\n<p>More info: <a href=\"https:\/\/pytorch.org\/get-started\/locally\/\">https:\/\/pytorch.org\/get-started\/locally\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>You likely know about certain software packages which are frequently used with GPUs. You might NOT know that, by default, some of those packages default to only using the CPU, even if a GPU is present. Please refer to the instructions below to install these packages such that they&#8217;ll take advantage of the GPU.<\/p>\n<div><a class=\"more\" href=\"https:\/\/peden.ece.uw.edu\/computing\/gpu-lab\/installing-gpu-aware-software\/\">Read more<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":782,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"tags":[],"class_list":["post-787","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/pages\/787","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/comments?post=787"}],"version-history":[{"count":3,"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/pages\/787\/revisions"}],"predecessor-version":[{"id":801,"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/pages\/787\/revisions\/801"}],"up":[{"embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/pages\/782"}],"wp:attachment":[{"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/media?parent=787"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/peden.ece.uw.edu\/computing\/wp-json\/wp\/v2\/tags?post=787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}