OpenVINO GPU\u6709\u52b9\u5316\u624b\u9806 (Ubuntu \/ AlmaLinux)<\/title>\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<style>\n :root{\n --ink:#222; --ink-sub:#333; --link:#0645AD;\n --accent:#004488; --surface:#fff; --muted:#f0f2f5; --code:#f8f8f8; --line:#d9d9d9;\n }\n html,body{background:var(--surface); color:var(--ink); margin:0; padding:0}\n body{\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\",\n \"Hiragino Sans\", \"Hiragino Kaku Gothic ProN\",\n \"Noto Sans JP\", \"Yu Gothic\", \"Meiryo\", sans-serif;\n font-size:16.5px; line-height:1.9; padding:36px; word-break:break-word;\n }\n h1,h2,h3{line-height:1.3; color:var(--accent); margin:28px 0 12px}\n h1{font-size:1.9rem} h2{font-size:1.4rem} h3{font-size:1.15rem; color:#0b5aa6}\n p{margin:10px 0 14px}\n ul{margin:8px 0 18px 22px}\n code,kbd,pre{font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, \"Liberation Mono\", \"Noto Sans Mono CJK JP\", monospace}\n pre{background:var(--code); border:1px solid var(--line); border-radius:8px; padding:12px; overflow:auto; font-size:14px}\n table{width:100%; border-collapse:collapse; margin:14px 0 24px}\n th,td{border:1px solid var(--line); padding:10px; text-align:left; vertical-align:top}\n th{background:var(--muted); width:26%; font-weight:700}\n .note{background:#fffbea; border-left:4px solid #f5c518; padding:12px 14px; border-radius:8px; margin:16px 0}\n .ok{color:#127a2f; font-weight:700}\n<\/style>\n<\/head>\n<body>\n\n<p>\nIntel GPU (UHD \/ Xe Graphics) \u3092 OpenVINO \u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8a2d\u5b9a\u3092\u3001\n<b>Ubuntu<\/b> \u3068 <b>AlmaLinux<\/b> \u306e\u4e21\u65b9\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002\n<\/p>\n\n<p>\n<b>OpenVINO\u306e\u6982\u8981:<\/b> \nOpenVINO (Open Visual Inference and Neural network Optimization) \u306f\u3001Intel \u304c\u63d0\u4f9b\u3059\u308b AI \u63a8\u8ad6\u7528\u306e\u6700\u9069\u5316\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u3059\u3002CPU\u3001GPU\u3001VPU \u306a\u3069\u8907\u6570\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u5bfe\u5fdc\u3057\u3001\u9ad8\u901f\u304b\u3064\u7701\u30e1\u30e2\u30ea\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002ONNX \u3084 TensorFlow\u3001PyTorch \u306a\u3069\u3067\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092\u5909\u63db\u3057\u3001\u52b9\u7387\u7684\u306b\u63a8\u8ad6\u3059\u308b\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u308b\u306e\u304c\u7279\u9577\u3067\u3059\u3002\n<\/p>\n\n<p>\n<b>GPU\u3092\u4f7f\u3046\u610f\u56f3:<\/b> \nCPU \u306e\u307f\u3067\u63a8\u8ad6\u3092\u884c\u3046\u3068\u3001\u51e6\u7406\u6027\u80fd\u306f\u5b89\u5b9a\u3059\u308b\u3082\u306e\u306e\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3084\u9ad8\u89e3\u50cf\u5ea6\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002GPU \u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u4e26\u5217\u8a08\u7b97\u80fd\u529b\u3092\u6d3b\u304b\u3057\u30011\u79d2\u3042\u305f\u308a\u306e\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u6570\u3084\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u5927\u5e45\u306b\u6539\u5584\u3055\u308c\u307e\u3059\u3002\u7279\u306b\u6620\u50cf\u89e3\u6790\u3084\u7269\u4f53\u691c\u51fa\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3067\u306f\u3001CPU \u306e\u307f\u306e\u5b9f\u884c\u6642\u9593\u3092\u6570\u5206\u306e\u4e00\u306b\u77ed\u7e2e\u3067\u304d\u308b\u305f\u3081\u3001\u73fe\u5834\u5b9f\u7528\u306b\u304a\u3044\u3066 GPU \u30b5\u30dd\u30fc\u30c8\u306f\u5fc5\u9808\u3067\u3059\u3002\n<\/p>\n\n<div class=\"container\">\n\n <div class=\"box\">\n <h2>Ubuntu \u3067\u306e\u8a2d\u5b9a\u624b\u9806<\/h2>\n <ol>\n <li>\u5fc5\u8981\u306a\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u52a0\u3057\u3001\u6700\u65b0\u306e Intel GPU \u30c9\u30e9\u30a4\u30d0\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>sudo apt update\nsudo apt install gpg-agent software-properties-common\n\n# Intel Graphics \u306e PPA \u8ffd\u52a0\uff08\u4f8b: Ubuntu 22.04\uff09\n# 1) Intel\u516c\u5f0f\u30ad\u30fc\u767b\u9332\nwget -qO - https:\/\/repositories.intel.com\/gpu\/intel-graphics.key \\\n | sudo gpg --yes --dearmor --output \/usr\/share\/keyrings\/intel-graphics.gpg\n\n# 2) \u30ea\u30dd\u30b8\u30c8\u30ea\u8ffd\u52a0\uff08jammy\uff09\necho \"deb [arch=amd64,i386 signed-by=\/usr\/share\/keyrings\/intel-graphics.gpg] \\\nhttps:\/\/repositories.intel.com\/gpu\/ubuntu jammy unified\" \\\n | sudo tee \/etc\/apt\/sources.list.d\/intel-gpu-jammy.list\n\n# 3) \u66f4\u65b0\nsudo apt update\n\n# 4) \u5fc5\u8981\u6700\u5c0f\u9650\u306eCompute\u95a2\u9023\uff08Level Zero + OpenCL ICD\uff09\nsudo apt install -y libze-intel-gpu1 libze1 intel-opencl-icd clinfo\n\n# \uff08\u4efb\u610f\uff09PyTorch\u3084\u30d3\u30eb\u30c9\u7528\u9014\u306a\u3089\u958b\u767a\u30c4\u30fc\u30eb\u3082\nsudo apt install -y libze-dev intel-ocloc\n\n# \uff08\u4efb\u610f\uff09HW\u30ec\u30a4\u30c8\u30ec\u5bfe\u5fdc\u304c\u8981\u308b\u5834\u5408\u306e\u307f\nsudo apt install -y intel-level-zero-gpu-raytracing\n<\/code><\/pre>\n\n <ol start=\"2\">\n <li>GPU \u304c\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>clinfo | grep \"Device Name\"\n<\/code><\/pre>\n\n <ol start=\"3\">\n <li>OpenVINO \u304c GPU \u3092\u5229\u7528\u3067\u304d\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>python3 - <<'PY'\nfrom openvino import Core\nie = Core()\nprint(\"Available devices:\", ie.available_devices)\nPY\n<\/code><\/pre>\n <p>\u51fa\u529b\u306b <code>'GPU'<\/code> \u304c\u542b\u307e\u308c\u3066\u3044\u308c\u3070\u6210\u529f\u3067\u3059\u3002<\/p>\n <\/div>\n\n<div class=\"box\">\n <h2>AlmaLinux 9.4 \u3067\u306e Intel GPU \u8a2d\u5b9a\u624b\u9806<\/h2>\n <ol>\n <li>CRB\/EPEL \u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>sudo dnf install -y dnf-plugins-core\nsudo dnf config-manager --set-enabled crb\nsudo dnf install -y epel-release\n<\/code><\/pre>\n <p>CRB\/EPEL \u304c EL9 \u7cfb\u3067\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u306f\u516c\u5f0f\u3067\u3082\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff08\u53c2\u8003: wiki.almalinux.org, tecmint.com\uff09<\/p>\n\n <ol start=\"2\">\n <li>Intel GPU\uff08OpenCL\/Level Zero\uff09\u7528\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code># Intel GPG \u30ad\u30fc\u767b\u9332\nsudo rpm --import https:\/\/repositories.intel.com\/gpu\/intel-graphics.key\n\n# Alma\/RHEL 9.4 \u5411\u3051 LTS \u7d71\u5408\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u52a0\nsudo dnf install -y 'dnf-command(config-manager)'\nsudo dnf config-manager --add-repo \\\n https:\/\/repositories.intel.com\/gpu\/rhel\/9.4\/lts\/2350\/unified\/intel-gpu-9.4.repo\n\n# \u63a8\u5968: \u30ea\u30dd\u30b8\u30c8\u30ea\u512a\u5148\u5ea6\u3092 98 \u306b\u8a2d\u5b9a\necho \"priority=98\" | sudo tee -a \/etc\/yum.repos.d\/intel-gpu-9.4.repo\n<\/code><\/pre>\n <p>\u3053\u306e\u300cRHEL 9.4\/LTS 2350\u300d\u624b\u9806\u306f Intel \u306e\u516c\u5f0f dGPU\/LTS \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n <ol start=\"3\">\n <li>\u5fc5\u8981\u306a\u30e6\u30fc\u30b6\u30fc\u7a7a\u9593\u30e9\u30f3\u30bf\u30a4\u30e0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>sudo dnf install -y \\\n intel-opencl level-zero intel-level-zero-gpu \\\n intel-igc-core intel-igc-cm intel-gmmlib intel-ocloc \\\n ocl-icd clinfo libva-utils\n<\/code><\/pre>\n <p>AlmaLinux 9 \u3067\u306f\u30ab\u30fc\u30cd\u30eb\u306e <code>i915<\/code> \u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u6a19\u6e96\u3067\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001DKMS \u306e\u8ffd\u52a0\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n\n <ol start=\"4\">\n <li><code>\/dev\/dri<\/code> \u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code># \u3069\u306e\u30b0\u30eb\u30fc\u30d7\u304c render \u30c7\u30d0\u30a4\u30b9\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\nstat -c \"%G\" \/dev\/dri\/render*\n\n# \u81ea\u5206\u3092 render \u30b0\u30eb\u30fc\u30d7\u306b\u8ffd\u52a0\nsudo gpasswd -a $USER render\nnewgrp render\n<\/code><\/pre>\n <p>render \u30b0\u30eb\u30fc\u30d7\u3078\u306e\u6240\u5c5e\u306f Intel \u516c\u5f0f\u624b\u9806\u3067\u3082\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n <ol start=\"5\">\n <li>\u52d5\u4f5c\u78ba\u8a8d\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code># OpenCL \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u78ba\u8a8d\nclinfo -l\n\n# OpenVINO \u304b\u3089\u5229\u7528\u53ef\u80fd\u30c7\u30d0\u30a4\u30b9\u3092\u78ba\u8a8d\npython3 - <<'PY'\nfrom openvino import Core\nprint(\"Available devices:\", Core().available_devices)\nPY\n<\/code><\/pre>\n <p>\u51fa\u529b\u306b <code>'GPU'<\/code> \u304c\u542b\u307e\u308c\u308c\u3070\u8a2d\u5b9a\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n<\/div>\n\n<\/div>\n\n<\/body>\n<\/html>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenVINO GPU\u6709\u52b9\u5316\u624b\u9806 (Ubuntu \/ AlmaLinux) Intel GPU (UHD \/ Xe Graphics) \u3092 OpenVINO \u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8a2d\u5b9a\u3092\u3001 Ubuntu \u3068 AlmaL […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"vkexunit_cta_each_option":"","footnotes":""},"categories":[5,6],"tags":[26,51],"class_list":["post-1617","post","type-post","status-publish","format-standard","hentry","category-ai","category-programing","tag-ai","tag-51"],"aioseo_notices":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1617","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1617"}],"version-history":[{"count":8,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1617\/revisions"}],"predecessor-version":[{"id":1632,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1617\/revisions\/1632"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":1617,"date":"2025-08-21T10:44:30","date_gmt":"2025-08-21T01:44:30","guid":{"rendered":"https:\/\/beeknowledge.co.jp\/?p=1617"},"modified":"2025-08-29T06:26:34","modified_gmt":"2025-08-28T21:26:34","slug":"openvino-gpu%e6%9c%89%e5%8a%b9%e5%8c%96%e6%89%8b%e9%a0%86%ef%bc%9aubuntu-%e7%89%88-almalinux-%e7%89%88%ef%bc%88%e5%ae%9f%e8%b7%b5%e3%82%ac%e3%82%a4%e3%83%89%ef%bc%89","status":"publish","type":"post","link":"https:\/\/beeknowledge.co.jp\/?p=1617","title":{"rendered":"OpenVINO GPU\u6709\u52b9\u5316\u624b\u9806\uff1aUbuntu \u7248 \/ AlmaLinux \u7248\uff08\u5b9f\u8df5\u30ac\u30a4\u30c9\uff09"},"content":{"rendered":"\n\n\n\n\nOpenVINO GPU\u6709\u52b9\u5316\u624b\u9806 (Ubuntu \/ AlmaLinux)<\/title>\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<style>\n :root{\n --ink:#222; --ink-sub:#333; --link:#0645AD;\n --accent:#004488; --surface:#fff; --muted:#f0f2f5; --code:#f8f8f8; --line:#d9d9d9;\n }\n html,body{background:var(--surface); color:var(--ink); margin:0; padding:0}\n body{\n font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\",\n \"Hiragino Sans\", \"Hiragino Kaku Gothic ProN\",\n \"Noto Sans JP\", \"Yu Gothic\", \"Meiryo\", sans-serif;\n font-size:16.5px; line-height:1.9; padding:36px; word-break:break-word;\n }\n h1,h2,h3{line-height:1.3; color:var(--accent); margin:28px 0 12px}\n h1{font-size:1.9rem} h2{font-size:1.4rem} h3{font-size:1.15rem; color:#0b5aa6}\n p{margin:10px 0 14px}\n ul{margin:8px 0 18px 22px}\n code,kbd,pre{font-family: ui-monospace, SFMono-Regular, Menlo, Consolas, \"Liberation Mono\", \"Noto Sans Mono CJK JP\", monospace}\n pre{background:var(--code); border:1px solid var(--line); border-radius:8px; padding:12px; overflow:auto; font-size:14px}\n table{width:100%; border-collapse:collapse; margin:14px 0 24px}\n th,td{border:1px solid var(--line); padding:10px; text-align:left; vertical-align:top}\n th{background:var(--muted); width:26%; font-weight:700}\n .note{background:#fffbea; border-left:4px solid #f5c518; padding:12px 14px; border-radius:8px; margin:16px 0}\n .ok{color:#127a2f; font-weight:700}\n<\/style>\n<\/head>\n<body>\n\n<p>\nIntel GPU (UHD \/ Xe Graphics) \u3092 OpenVINO \u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8a2d\u5b9a\u3092\u3001\n<b>Ubuntu<\/b> \u3068 <b>AlmaLinux<\/b> \u306e\u4e21\u65b9\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002\n<\/p>\n\n<p>\n<b>OpenVINO\u306e\u6982\u8981:<\/b> \nOpenVINO (Open Visual Inference and Neural network Optimization) \u306f\u3001Intel \u304c\u63d0\u4f9b\u3059\u308b AI \u63a8\u8ad6\u7528\u306e\u6700\u9069\u5316\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3067\u3059\u3002CPU\u3001GPU\u3001VPU \u306a\u3069\u8907\u6570\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u5bfe\u5fdc\u3057\u3001\u9ad8\u901f\u304b\u3064\u7701\u30e1\u30e2\u30ea\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002ONNX \u3084 TensorFlow\u3001PyTorch \u306a\u3069\u3067\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u3092\u5909\u63db\u3057\u3001\u52b9\u7387\u7684\u306b\u63a8\u8ad6\u3059\u308b\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u308b\u306e\u304c\u7279\u9577\u3067\u3059\u3002\n<\/p>\n\n<p>\n<b>GPU\u3092\u4f7f\u3046\u610f\u56f3:<\/b> \nCPU \u306e\u307f\u3067\u63a8\u8ad6\u3092\u884c\u3046\u3068\u3001\u51e6\u7406\u6027\u80fd\u306f\u5b89\u5b9a\u3059\u308b\u3082\u306e\u306e\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3084\u9ad8\u89e3\u50cf\u5ea6\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u306f\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002GPU \u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u4e26\u5217\u8a08\u7b97\u80fd\u529b\u3092\u6d3b\u304b\u3057\u30011\u79d2\u3042\u305f\u308a\u306e\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u6570\u3084\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u5927\u5e45\u306b\u6539\u5584\u3055\u308c\u307e\u3059\u3002\u7279\u306b\u6620\u50cf\u89e3\u6790\u3084\u7269\u4f53\u691c\u51fa\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3067\u306f\u3001CPU \u306e\u307f\u306e\u5b9f\u884c\u6642\u9593\u3092\u6570\u5206\u306e\u4e00\u306b\u77ed\u7e2e\u3067\u304d\u308b\u305f\u3081\u3001\u73fe\u5834\u5b9f\u7528\u306b\u304a\u3044\u3066 GPU \u30b5\u30dd\u30fc\u30c8\u306f\u5fc5\u9808\u3067\u3059\u3002\n<\/p>\n\n<div class=\"container\">\n\n <div class=\"box\">\n <h2>Ubuntu \u3067\u306e\u8a2d\u5b9a\u624b\u9806<\/h2>\n <ol>\n <li>\u5fc5\u8981\u306a\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u52a0\u3057\u3001\u6700\u65b0\u306e Intel GPU \u30c9\u30e9\u30a4\u30d0\u3092\u5c0e\u5165\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>sudo apt update\nsudo apt install gpg-agent software-properties-common\n\n# Intel Graphics \u306e PPA \u8ffd\u52a0\uff08\u4f8b: Ubuntu 22.04\uff09\n# 1) Intel\u516c\u5f0f\u30ad\u30fc\u767b\u9332\nwget -qO - https:\/\/repositories.intel.com\/gpu\/intel-graphics.key \\\n | sudo gpg --yes --dearmor --output \/usr\/share\/keyrings\/intel-graphics.gpg\n\n# 2) \u30ea\u30dd\u30b8\u30c8\u30ea\u8ffd\u52a0\uff08jammy\uff09\necho \"deb [arch=amd64,i386 signed-by=\/usr\/share\/keyrings\/intel-graphics.gpg] \\\nhttps:\/\/repositories.intel.com\/gpu\/ubuntu jammy unified\" \\\n | sudo tee \/etc\/apt\/sources.list.d\/intel-gpu-jammy.list\n\n# 3) \u66f4\u65b0\nsudo apt update\n\n# 4) \u5fc5\u8981\u6700\u5c0f\u9650\u306eCompute\u95a2\u9023\uff08Level Zero + OpenCL ICD\uff09\nsudo apt install -y libze-intel-gpu1 libze1 intel-opencl-icd clinfo\n\n# \uff08\u4efb\u610f\uff09PyTorch\u3084\u30d3\u30eb\u30c9\u7528\u9014\u306a\u3089\u958b\u767a\u30c4\u30fc\u30eb\u3082\nsudo apt install -y libze-dev intel-ocloc\n\n# \uff08\u4efb\u610f\uff09HW\u30ec\u30a4\u30c8\u30ec\u5bfe\u5fdc\u304c\u8981\u308b\u5834\u5408\u306e\u307f\nsudo apt install -y intel-level-zero-gpu-raytracing\n<\/code><\/pre>\n\n <ol start=\"2\">\n <li>GPU \u304c\u8a8d\u8b58\u3055\u308c\u3066\u3044\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>clinfo | grep \"Device Name\"\n<\/code><\/pre>\n\n <ol start=\"3\">\n <li>OpenVINO \u304c GPU \u3092\u5229\u7528\u3067\u304d\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>python3 - <<'PY'\nfrom openvino import Core\nie = Core()\nprint(\"Available devices:\", ie.available_devices)\nPY\n<\/code><\/pre>\n <p>\u51fa\u529b\u306b <code>'GPU'<\/code> \u304c\u542b\u307e\u308c\u3066\u3044\u308c\u3070\u6210\u529f\u3067\u3059\u3002<\/p>\n <\/div>\n\n<div class=\"box\">\n <h2>AlmaLinux 9.4 \u3067\u306e Intel GPU \u8a2d\u5b9a\u624b\u9806<\/h2>\n <ol>\n <li>CRB\/EPEL \u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>sudo dnf install -y dnf-plugins-core\nsudo dnf config-manager --set-enabled crb\nsudo dnf install -y epel-release\n<\/code><\/pre>\n <p>CRB\/EPEL \u304c EL9 \u7cfb\u3067\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u306f\u516c\u5f0f\u3067\u3082\u660e\u8a18\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff08\u53c2\u8003: wiki.almalinux.org, tecmint.com\uff09<\/p>\n\n <ol start=\"2\">\n <li>Intel GPU\uff08OpenCL\/Level Zero\uff09\u7528\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code># Intel GPG \u30ad\u30fc\u767b\u9332\nsudo rpm --import https:\/\/repositories.intel.com\/gpu\/intel-graphics.key\n\n# Alma\/RHEL 9.4 \u5411\u3051 LTS \u7d71\u5408\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u8ffd\u52a0\nsudo dnf install -y 'dnf-command(config-manager)'\nsudo dnf config-manager --add-repo \\\n https:\/\/repositories.intel.com\/gpu\/rhel\/9.4\/lts\/2350\/unified\/intel-gpu-9.4.repo\n\n# \u63a8\u5968: \u30ea\u30dd\u30b8\u30c8\u30ea\u512a\u5148\u5ea6\u3092 98 \u306b\u8a2d\u5b9a\necho \"priority=98\" | sudo tee -a \/etc\/yum.repos.d\/intel-gpu-9.4.repo\n<\/code><\/pre>\n <p>\u3053\u306e\u300cRHEL 9.4\/LTS 2350\u300d\u624b\u9806\u306f Intel \u306e\u516c\u5f0f dGPU\/LTS \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n <ol start=\"3\">\n <li>\u5fc5\u8981\u306a\u30e6\u30fc\u30b6\u30fc\u7a7a\u9593\u30e9\u30f3\u30bf\u30a4\u30e0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code>sudo dnf install -y \\\n intel-opencl level-zero intel-level-zero-gpu \\\n intel-igc-core intel-igc-cm intel-gmmlib intel-ocloc \\\n ocl-icd clinfo libva-utils\n<\/code><\/pre>\n <p>AlmaLinux 9 \u3067\u306f\u30ab\u30fc\u30cd\u30eb\u306e <code>i915<\/code> \u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u6a19\u6e96\u3067\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001DKMS \u306e\u8ffd\u52a0\u306f\u4e0d\u8981\u3067\u3059\u3002<\/p>\n\n <ol start=\"4\">\n <li><code>\/dev\/dri<\/code> \u306e\u30a2\u30af\u30bb\u30b9\u6a29\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code># \u3069\u306e\u30b0\u30eb\u30fc\u30d7\u304c render \u30c7\u30d0\u30a4\u30b9\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u78ba\u8a8d\nstat -c \"%G\" \/dev\/dri\/render*\n\n# \u81ea\u5206\u3092 render \u30b0\u30eb\u30fc\u30d7\u306b\u8ffd\u52a0\nsudo gpasswd -a $USER render\nnewgrp render\n<\/code><\/pre>\n <p>render \u30b0\u30eb\u30fc\u30d7\u3078\u306e\u6240\u5c5e\u306f Intel \u516c\u5f0f\u624b\u9806\u3067\u3082\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n <ol start=\"5\">\n <li>\u52d5\u4f5c\u78ba\u8a8d\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n <\/ol>\n<pre><code># OpenCL \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u78ba\u8a8d\nclinfo -l\n\n# OpenVINO \u304b\u3089\u5229\u7528\u53ef\u80fd\u30c7\u30d0\u30a4\u30b9\u3092\u78ba\u8a8d\npython3 - <<'PY'\nfrom openvino import Core\nprint(\"Available devices:\", Core().available_devices)\nPY\n<\/code><\/pre>\n <p>\u51fa\u529b\u306b <code>'GPU'<\/code> \u304c\u542b\u307e\u308c\u308c\u3070\u8a2d\u5b9a\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n<\/div>\n\n<\/div>\n\n<\/body>\n<\/html>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenVINO GPU\u6709\u52b9\u5316\u624b\u9806 (Ubuntu \/ AlmaLinux) Intel GPU (UHD \/ Xe Graphics) \u3092 OpenVINO \u3067\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8a2d\u5b9a\u3092\u3001 Ubuntu \u3068 AlmaL […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"vkexunit_cta_each_option":"","footnotes":""},"categories":[5,6],"tags":[26,51],"class_list":["post-1617","post","type-post","status-publish","format-standard","hentry","category-ai","category-programing","tag-ai","tag-51"],"aioseo_notices":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1617","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1617"}],"version-history":[{"count":8,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1617\/revisions"}],"predecessor-version":[{"id":1632,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=\/wp\/v2\/posts\/1617\/revisions\/1632"}],"wp:attachment":[{"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beeknowledge.co.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}