{"id":105029,"date":"2025-04-07T22:25:53","date_gmt":"2025-04-07T17:55:53","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/tensorflow-2-19-%d8%a8%d8%a7-%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c-gpu-%d8%af%d8%b1-apple-silicon-m3\/"},"modified":"2025-04-07T22:25:53","modified_gmt":"2025-04-07T17:55:53","slug":"tensorflow-2-19-%d8%a8%d8%a7-%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c-gpu-%d8%af%d8%b1-apple-silicon-m3","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/tensorflow-2-19-%d8%a8%d8%a7-%d9%be%d8%b4%d8%aa%db%8c%d8%a8%d8%a7%d9%86%db%8c-gpu-%d8%af%d8%b1-apple-silicon-m3\/","title":{"rendered":"Tensorflow 2.19 \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc GPU \u062f\u0631 Apple Silicon M3"},"content":{"rendered":"<div data-article-id=\"2389117\" id=\"article-body\">\n<p>\u0633\u0644\u0627\u0645 dev.to \u062c\u0627\u0645\u0639\u0647! \ud83d\udc4b<\/p>\n<p>\u0645\u0646 \u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0646\u0638\u06cc\u0645 TensorFlow 2.19 \u0628\u0627 \u0634\u062a\u0627\u0628 GPU \u062f\u0631 MAC \u0647\u0627\u06cc Silicon M3 Apple \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0645.<\/p>\n<p>\u0627\u06af\u0631 \u062a\u0627 \u0628\u0647 \u062d\u0627\u0644 \u0628\u0627 \u0646\u0627\u0627\u0645\u06cc\u062f\u06cc \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645 \u0645\u062d\u06cc\u0637 \u0628\u0631\u0627\u06cc \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc ML \u062f\u0631 \u062a\u0631\u0627\u0634\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u062a\u0631 \u0627\u067e\u0644 \u0631\u0648\u0628\u0631\u0648 \u0634\u062f\u0647 \u0627\u06cc\u062f \u060c \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u062f\u0631 \u06a9\u0644 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0632 \u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u06cc\u0637 \u062a\u0627 \u062a\u0623\u06cc\u06cc\u062f \u0639\u0645\u0644\u06cc\u0627\u062a GPU \u062f\u0631 \u0648\u0627\u0642\u0639 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u0627\u0633\u062a.<\/p>\n<p>\u0686\u0647 \u0686\u06cc\u0632\u06cc \u067e\u0648\u0634\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc miniforge<\/li>\n<li>\u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u06cc\u0637 \u0645\u0646\u0627\u0633\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646<\/li>\n<li>\u0646\u0635\u0628 tensorflow \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0641\u0644\u0632\u06cc<\/li>\n<li>\u062a\u0623\u06cc\u06cc\u062f \u062a\u0634\u062e\u06cc\u0635 \u0648 \u0634\u062a\u0627\u0628 GPU<\/li>\n<li>\u0622\u0632\u0645\u0627\u06cc\u0634 \u0628\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u0648\u0627\u0642\u0639\u06cc<\/li>\n<\/ol>\n<p>\u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0631 \u0631\u0648\u06cc MacOS Sonoma \u0628\u0627 \u062a\u0631\u0627\u0634\u0647 \u0647\u0627\u06cc M3 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0634\u062f\u0647 \u0627\u0633\u062a.<br \/>\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u06a9\u0627\u0645\u0644 LinkedIn \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f<\/p>\n<p>\u0645\u0646 \u062f\u0648\u0633\u062a \u062f\u0627\u0631\u0645 \u062a\u062c\u0631\u0628\u06cc\u0627\u062a \u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc ML \u062f\u0631 \u0633\u06cc\u0628 \u0633\u06cc\u0644\u06cc\u06a9\u0648\u0646 \u0628\u0634\u0646\u0648\u0645. \u0622\u06cc\u0627 \u0628\u0627 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0648\u0628\u0631\u0648 \u0634\u062f\u0647 \u0627\u06cc\u062f\u061f \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0628\u0647\u062a\u0631\u06cc \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u06cc\u062f\u061f \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u0647 \u0645\u0646 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u06cc\u062f!<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0633\u0644\u0627\u0645 dev.to \u062c\u0627\u0645\u0639\u0647! \ud83d\udc4b \u0645\u0646 \u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u0646\u0638\u06cc\u0645 TensorFlow 2.19 \u0628\u0627 \u0634\u062a\u0627\u0628 GPU \u062f\u0631 MAC \u0647\u0627\u06cc Silicon M3 Apple \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0645. \u0627\u06af\u0631 \u062a\u0627 \u0628\u0647 \u062d\u0627\u0644 \u0628\u0627 \u0646\u0627\u0627\u0645\u06cc\u062f\u06cc \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645 \u0645\u062d\u06cc\u0637 \u0628\u0631\u0627\u06cc \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc ML \u062f\u0631 \u062a\u0631\u0627\u0634\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u062a\u0631 \u0627\u067e\u0644 \u0631\u0648\u0628\u0631\u0648 \u0634\u062f\u0647 \u0627\u06cc\u062f \u060c \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u062f\u0631 \u06a9\u0644 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":105030,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fq22q1zmgn30u14l2d27v.jpg","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-105029","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/105029","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=105029"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/105029\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/105030"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=105029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=105029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=105029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}