{"id":5033,"date":"2021-12-07T16:22:11","date_gmt":"2021-12-07T07:22:11","guid":{"rendered":"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/?p=5033"},"modified":"2022-09-14T20:15:14","modified_gmt":"2022-09-14T11:15:14","slug":"performance-scalability-of-hbv3-vms-with-mi","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/blog\/performance-scalability-of-hbv3-vms-with-mi\/","title":{"rendered":"Milan-X CPU \u3092\u642d\u8f09\u3057\u305f HBv3 VM \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3"},"content":{"rendered":"<div>\n\t<a href=\"https:\/\/techcommunity.microsoft.com\/t5\/user\/viewprofilepage\/user-id\/789338\" aria-label=\"Rachel Pruitt: \u30ec\u30a4\u30c1\u30a7\u30eb\u30fb\u30d7\u30eb\u30a4\u30c3\u30c8\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u3082\u3063\u3068\u898b\u308b\">Rachel Pruitt<\/a><\/div>\n<div>\u516c\u958b\u65e5\u6642: 2021 \u5e74 11 \u6708 8 \u65e5 08:39 AM<\/div>\n<p>\u5bc4\u7a3f\u8005: Amirreza Rastegari\u3001Jon Shelley\u3001Jithin Jose\u3001Evan Burness\u3001Aman Verma<\/p>\n<p>3D V-Cache \u3092\u642d\u8f09\u3057\u305f AMD EPYC \u306e\u7b2c 3 \u4e16\u4ee3\u30d7\u30ed\u30bb\u30c3\u30b5 (\u30b3\u30fc\u30c9\u30cd\u30fc\u30e0 \u201cMilan-X\u201d) \u3067\u5f37\u5316\u3055\u308c\u305f Azure HBv3 VM \u306e<a href=\"https:\/\/www.aka.ms\/MilanXPreview\" aria-label=\"\u30d7\u30ec\u30d3\u30e5\u30fc: Milan-X CPU \u3092\u642d\u8f09\u3057\u305f HBv3 VM \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\">\u30d7\u30ec\u30d3\u30e5\u30fc<\/a> \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u958b\u59cb\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u3061\u3089\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u65b0\u3057\u3044 VM \u306b\u3064\u3044\u3066\u306e\u8a73\u7d30\u306a\u6280\u8853\u60c5\u5831\u3001\u30d7\u30ec\u30d3\u30e5\u30fc \u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u5229\u7528\u3059\u308b\u969b\u306b\u304a\u5ba2\u69d8\u304c\u671f\u5f85\u3067\u304d\u308b\u3053\u3068\u3001\u3053\u306e\u6a5f\u80fd\u306e\u4e00\u822c\u63d0\u4f9b\u304c\u958b\u59cb\u3055\u308c\u308b\u6642\u671f\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u5f37\u5316\u3055\u308c\u305f VM \u306f\u3001\u6a19\u6e96\u306e EPYC \u7b2c 3 \u4e16\u4ee3 \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f\u3001\u4e00\u822c\u63d0\u4f9b\u304c\u958b\u59cb\u3055\u308c\u3066\u3044\u308b\u73fe\u884c\u306e HBv3 VM \u3068\u6bd4\u8f03\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>CFD \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6700\u5927 80% \u9ad8\u3044<\/li>\n<li>EDA RTL \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6700\u5927 60% \u9ad8\u3044<\/li>\n<li>\u967d\u89e3\u6cd5\u6709\u9650\u8981\u7d20\u89e3\u6790\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6700\u5927 50% \u9ad8\u3044<\/li>\n<\/ul>\n<p>\u307e\u305f\u3001Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f HBv3 VM \u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u3082\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u6700\u5927\u3067 200% \u306b\u9054\u3057\u3001\u5e83\u7bc4\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3068\u30e2\u30c7\u30eb\u306b\u308f\u305f\u3063\u3066\u307b\u307c\u7dda\u5f62\u3092\u7dad\u6301\u3057\u307e\u3059\u3002<\/p>\n<p><strong><span style=\" font-size: 18pt;\">HBv3 VM \u2013 VM \u30b5\u30a4\u30ba\u306e\u8a73\u7d30\u3068\u6280\u8853\u6982\u8981<\/span><\/strong><\/p>\n<p>Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f HBv3 VM \u306f\u3001\u4ee5\u4e0b\u306e\u30b5\u30a4\u30ba\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-1-1.png\" alt=\"\" width=\"500\" height=\"384\" class=\"alignnone wp-image-5162\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-1-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-1-1-300x230.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u308c\u3089\u306e VM \u306f\u3001Azure \u3067\u4e00\u822c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u6a19\u6e96\u306e AMD EPYC \u7b2c 3 \u4e16\u4ee3\u30d7\u30ed\u30bb\u30c3\u30b5 (\u30b3\u30fc\u30c9\u30cd\u30fc\u30e0 \u201cMilan\u201d) \u3092\u642d\u8f09\u3057\u305f\u3001\u73fe\u5728\u5229\u7528\u53ef\u80fd\u306a HBv3 VM \u3068\u591a\u304f\u306e\u5171\u901a\u70b9\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u4e3b\u8981\u306a\u4f8b\u5916\u3068\u3057\u3066\u3001\u7570\u306a\u308b CPU (Milan-X) \u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u5b8c\u5168\u306a\u4ed5\u69d8\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u6700\u5927 120 \u306e AMD EPYC 7V73X CPU \u30b3\u30a2(3D V-Cache \u3092\u642d\u8f09\u3057\u305f EPYC \u201cMilan-X\u201d)<\/li>\n<\/ul>\n<ul>\n<li>\u30b3\u30a2\u3042\u305f\u308a\u6700\u5927 96 MB \u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5 (\u6a19\u6e96\u306e Milan CPU \u306e 3 \u500d\u3001&#8221;Rome&#8221; CPU \u306e 6 \u500d)<\/li>\n<li>350 GB\/\u79d2\u306e DRAM \u5e2f\u57df\u5e45 (STREAM TRIAD)\u3001\u6700\u5927 1.8 \u500d\u306e\u5897\u5e45 (\u6700\u5927 630 GB\/\u79d2\u306e\u6709\u52b9\u5e2f\u57df\u5e45)<\/li>\n<li>448 GB \u306e RAM<\/li>\n<li>200 Gbps \u306e HDR InfiniBand (SRIOV)\u3001Mellanox ConnectX-6 NIC\u3001\u30a2\u30c0\u30d7\u30c6\u30a3\u30d6 \u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u5bfe\u5fdc<\/li>\n<li>2\u00a0x\u00a0900 GB\u00a0\u306e NVMe\u00a0SSD\u00a0(SSD \u3042\u305f\u308a5 GB\/\u79d2 (\u8aad\u307f\u53d6\u308a) \u304a\u3088\u3073 1.5 GB\/\u79d2 (\u66f8\u304d\u8fbc\u307f)\u3001\u30e9\u30fc\u30b8 \u30d6\u30ed\u30c3\u30af IO)<\/li>\n<\/ul>\n<p>HBv3 \u30b7\u30ea\u30fc\u30ba\u306e\u4eee\u60f3\u30de\u30b7\u30f3\u306e\u305d\u306e\u4ed6\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hbv3-series\" aria-label=\"https:\/\/aka.ms\/HBv3docs: HBv3\u30b7\u30ea\u30fc\u30ba\u306b\u3064\u3044\u3066\u306f\u3053\u3061\u3089\">https:\/\/aka.ms\/HBv3docs<\/a> \u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong><span style=\" font-size: 18pt;\">Milan-X \u3068\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3001\u3069\u306e\u3088\u3046\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3059\u308b\u306e\u304b<\/span><\/strong><\/p>\n<p>Milan-X CPU \u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b 3D V-Cache \u3068\u547c\u3070\u308c\u308b\u30b9\u30bf\u30c3\u30af\u30c9 L3 \u30ad\u30e3\u30c3\u30b7\u30e5 \u30c6\u30af\u30ce\u30ed\u30b8\u3084\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u304c\u5e83\u7bc4\u306a HPC \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u306e\u304b (\u307e\u305f\u306f\u53ca\u307c\u3055\u306a\u3044\u306e\u304b) \u306b\u3064\u3044\u3066\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u306f\u6709\u76ca\u3067\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001Milan-X \u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001Milan \u30b3\u30a2\u3001CCD\u3001\u30bd\u30b1\u30c3\u30c8\u3001\u30b5\u30fc\u30d0\u30fc\u3042\u305f\u308a\u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5 \u30e1\u30e2\u30ea\u304c Milan \u306e 3 \u500d\u3067\u3042\u308b\u3068\u3044\u3046\u70b9\u306e\u307f\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u30012 \u30bd\u30b1\u30c3\u30c8 \u30b5\u30fc\u30d0\u30fc (\u57fa\u76e4\u3068\u306a\u308b HBv3 \u30b7\u30ea\u30fc\u30ba VM \u306a\u3069) \u306e\u5408\u8a08\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>(16 CCD\/\u30b5\u30fc\u30d0\u30fc) x (96 MB L3\/CCD) = 1.536 GB \u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5\/\u30b5\u30fc\u30d0\u30fc<\/li>\n<\/ul>\n<p>\u3053\u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u5bb9\u91cf\u304c\u3069\u308c\u3060\u3051\u5927\u304d\u3044\u304b\u3092\u793a\u3059\u305f\u3081\u306b\u30012 \u30bd\u30b1\u30c3\u30c8 \u30b5\u30fc\u30d0\u30fc\u3042\u305f\u308a\u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u95a2\u3057\u3066\u3001\u904e\u53bb 5 \u5e74\u9593\u306b\u308f\u305f\u3063\u3066 HPC \u306e\u304a\u5ba2\u69d8\u306b\u3088\u3063\u3066\u5e45\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304d\u305f\u8907\u6570\u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30e2\u30c7\u30eb\u3068\u3001HBv3 \u30b7\u30ea\u30fc\u30ba VM \u306b\u8ffd\u52a0\u3055\u308c\u305f Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u4e26\u3079\u3066\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-2-1.png\" alt=\"\" width=\"500\" height=\"65\" class=\"alignnone wp-image-5163\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-2-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-2-1-300x39.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-2-1-420x55.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u8003\u616e\u305b\u305a\u306b L3 \u30ad\u30e3\u30c3\u30b7\u30e5 \u30b5\u30a4\u30ba\u3060\u3051\u306b\u76ee\u3092\u5411\u3051\u308b\u3068\u3001\u60d1\u308f\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002CPU \u3054\u3068\u3001\u307e\u305f\u4e16\u4ee3\u3054\u3068\u306b\u3001L2 (\u9ad8\u901f) \u3068 L3 (\u4f4e\u901f) \u306e\u6bd4\u7387\u306e\u914d\u5206\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001Intel Xeon \u201cBroadwell\u201d CPU \u306f\u3001Intel Xeon \u201cSkylake\u201d \u30b3\u30a2\u3088\u308a\u3082\u30b3\u30a2\u3042\u305f\u308a\u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u304c (\u591a\u304f\u306e\u5834\u5408 CPU \u3082) \u591a\u3044\u3067\u3059\u304c\u3001\u30e1\u30e2\u30ea \u30b5\u30d6\u30b7\u30b9\u30c6\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u3088\u308a\u9ad8\u3044\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Skylake \u30b3\u30a2\u306e L2 \u30ad\u30e3\u30c3\u30b7\u30e5\u306f Broadwell CPU \u3088\u308a\u3082\u5927\u304d\u304f\u3001\u307e\u305f DRAM \u304b\u3089\u306e\u5e2f\u57df\u5e45\u3082\u5e83\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4e0a\u306e\u8868\u306f\u3001\u5358\u306b\u3001Milan-X \u30b5\u30fc\u30d0\u30fc\u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u5408\u8a08\u30b5\u30a4\u30ba\u304c\u4ee5\u524d\u306e CPU \u3068\u6bd4\u3079\u3066\u3069\u306e\u304f\u3089\u3044\u5927\u304d\u3044\u304b\u3092\u793a\u3059\u76ee\u7684\u3067\u4f5c\u6210\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u5927\u304d\u3055\u306e\u30ad\u30e3\u30c3\u30b7\u30e5 \u30b5\u30a4\u30ba\u306b\u3088\u308a\u3001(1) <strong>\u6709\u52b9<\/strong>\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u304a\u3088\u3073 (2) <strong>\u6709\u52b9<\/strong>\u30e1\u30e2\u30ea\u5f85\u6a5f\u6642\u9593\u3092\u5927\u5e45\u306b\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u3084\u30e1\u30e2\u30ea\u5f85\u6a5f\u6642\u9593\u306e\u6539\u5584\u306b\u3088\u308a\u3001\u591a\u304f\u306e HPC \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u90e8\u5206\u7684\u307e\u305f\u306f\u5168\u9762\u7684\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u305f\u3081\u3001Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u304c HPC \u306e\u304a\u5ba2\u69d8\u306b\u53ca\u307c\u3059\u6f5c\u5728\u7684\u5f71\u97ff\u306f\u5927\u304d\u3044\u3068\u8a00\u3048\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3055\u308c\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u4f8b\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6570\u5024\u6d41\u4f53\u529b\u5b66 (CFD) \u2013 \u30e1\u30e2\u30ea\u5e2f\u57df\u5e45<\/li>\n<\/ul>\n<ul>\n<li>\u6c17\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 \u2013 \u30e1\u30e2\u30ea\u5e2f\u57df\u5e45<\/li>\n<li>\u967d\u89e3\u6cd5\u6709\u9650\u8981\u7d20\u89e3\u6790 (FEA) \u2013 \u30e1\u30e2\u30ea\u5e2f\u57df\u5e45<\/li>\n<li>EDA RTL \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 \u2013 \u30e1\u30e2\u30ea\u5f85\u6a5f\u6642\u9593<\/li>\n<\/ul>\n<p>\u305f\u3060\u3057\u3001\u3053\u308c\u3089\u306e\u5927\u898f\u6a21\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u306e<strong>\u5f71\u97ff\u3092\u53d7\u3051\u306a\u3044<\/strong>\u5bfe\u8c61\u306b\u3064\u3044\u3066\u7406\u89e3\u3059\u308b\u3053\u3068\u3082\u540c\u69d8\u306b\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u30d4\u30fc\u30af FLOPS\u3001\u30af\u30ed\u30c3\u30af\u5468\u6ce2\u6570\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u306f\u6539\u5584\u3057\u307e\u305b\u3093\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u3053\u308c\u3089\u306e 1 \u3064\u307e\u305f\u306f\u8907\u6570\u306e\u8981\u56e0\u306b\u3088\u3063\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u307e\u305f\u306f\u5b9f\u884c\u81ea\u4f53\u304c\u5236\u9650\u3055\u308c\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u3064\u3044\u3066\u306f\u3001\u4e00\u822c\u7684\u306b Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u308b\u8d85\u5927\u898f\u6a21\u306a L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u5f71\u97ff\u3092\u3042\u307e\u308a\u53d7\u3051\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3055\u308c\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u4f8b\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5206\u5b50\u52d5\u529b\u5b66 \u2013 \u9ad8\u5bc6\u5ea6\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0:<\/li>\n<\/ul>\n<ul>\n<li>EDA \u30d5\u30eb \u30c1\u30c3\u30d7\u8a2d\u8a08 \u2013 \u5927\u5bb9\u91cf\u30e1\u30e2\u30ea<\/li>\n<li>EDA \u5bc4\u751f\u62bd\u51fa \u2013 \u30af\u30ed\u30c3\u30af\u5468\u6ce2\u6570<\/li>\n<\/ul>\n<ul>\n<li>\u9670\u89e3\u6cd5\u6709\u9650\u8981\u7d20\u89e3\u6790 (FEA) \u2013 \u9ad8\u5bc6\u5ea6\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/li>\n<\/ul>\n<p><strong><span style=\"font-size: 18pt; \">\u30de\u30a4\u30af\u30ed\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/span><\/strong><\/p>\n<p>\u3053\u3061\u3089\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u3078\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u4e00\u74b0\u3068\u3057\u3066\u5909\u66f4\u3055\u308c\u3066\u3044\u308b HBv3 \u30b7\u30ea\u30fc\u30ba\u306e\u552f\u4e00\u306e\u8981\u7d20\u3067\u3042\u308b\u30e1\u30e2\u30ea \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30de\u30a4\u30af\u30ed\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002MPI \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306a\u3069\u306e\u4ed6\u306e\u30de\u30a4\u30af\u30ed\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u60c5\u5831\u306b\u3064\u3044\u3066\u306f\u30012021 \u5e74 3 \u6708\u306b\u516c\u958b\u3055\u308c\u305f <a href=\"https:\/\/techcommunity.microsoft.com\/t5\/azure-compute\/hpc-performance-and-scalability-results-with-azure-hbv3-vms\/ba-p\/2206471\">Azure HBv3 VM \u3067\u306e HPC \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u7d50\u679c<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-3-1.png\" alt=\"\" width=\"500\" height=\"288\" class=\"alignnone wp-image-5164\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-3-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-3-1-300x173.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 1: Milan-X \u304a\u3088\u3073 Milan \u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u57fa\u672c\u7684\u306a\u30e1\u30e2\u30ea\u5f85\u6a5f\u6642\u9593\u306e\u6bd4\u8f03<\/p>\n<p>\u4e0a\u306e\u56f3 1 \u306f\u3001\u30e1\u30e2\u30ea\u306e\u5f85\u6a5f\u6642\u9593\u3068\u5e2f\u57df\u5e45\u3092\u8a08\u6e2c\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb <a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/developer\/articles\/tool\/intelr-memory-latency-checker.html\">Intel Memory Latency Checker<\/a>\u00a0(MLC) \u306e\u5b9f\u884c\u7d50\u679c\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002MLC \u306f\u8a08\u6e2c\u3055\u308c\u305f\u5f85\u6a5f\u6642\u9593\u3092\u30ca\u30ce\u79d2\u5358\u4f4d\u3067\u51fa\u529b\u3057\u307e\u3059\u3002\u56f3 1 \u306e\u53f3\u306e\u8868\u306f Milan CPU (EPYC 7V13) \u3092\u642d\u8f09\u3057\u305f HBv3 \u30b7\u30ea\u30fc\u30ba VM \u3067\u5b9f\u65bd\u3055\u308c\u305f\u5f85\u6a5f\u6642\u9593\u30c6\u30b9\u30c8\u306e\u51fa\u529b\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u5de6\u306e\u8868\u306f Milan-X CPU (EPYC 7V73X) \u3067\u5f37\u5316\u3055\u308c\u305f HBv3 \u30b7\u30ea\u30fc\u30ba VM \u3067\u5b9f\u65bd\u3055\u308c\u305f\u540c\u4e00\u30c6\u30b9\u30c8\u306e\u51fa\u529b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c6\u30b9\u30c8\u3067\u306f\u3001\u30d9\u30b9\u30c8 \u30b1\u30fc\u30b9\u306e\u5f85\u6a5f\u6642\u9593 (\u6700\u77ed\u30d1\u30b9) \u304c 51%\u3001\u30ef\u30fc\u30b9\u30c8 \u30b1\u30fc\u30b9\u306e\u5f85\u6a5f\u6642\u9593 (\u6700\u9577\u30d1\u30b9) \u304c 42% \u77ed\u7e2e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6b74\u53f2\u7684\u306b\u898b\u308b\u3068\u3001\u3053\u308c\u306f\u30e1\u30e2\u30ea \u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u304c CPU \u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u79fb\u52d5\u3057\u3066\u4ee5\u6765 10 \u5e74\u4ee5\u4e0a\u306b\u304a\u3044\u3066\u3001\u6700\u5927\u898f\u6a21\u3068\u306a\u308b\u30e1\u30e2\u30ea\u5f85\u6a5f\u6642\u9593\u306e\u76f8\u5bfe\u7684\u306a\u6539\u5584\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u8a08\u6e2c\u3055\u308c\u305f\u7d50\u679c\u306f\u3001Milan-X \u304c DRAM \u30a2\u30af\u30bb\u30b9\u306e\u5f85\u6a5f\u6642\u9593\u3092\u77ed\u7e2e\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u70b9\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u6b63\u3057\u304f\u306f\u3001\u3088\u308a\u5927\u898f\u6a21\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u3088\u3063\u3066\u30c6\u30b9\u30c8\u306e\u30ad\u30e3\u30c3\u30b7\u30e5 \u30d2\u30c3\u30c8\u7387\u304c\u5411\u4e0a\u3057\u3001L3 \u3068 DRAM \u306e\u5f85\u6a5f\u6642\u9593\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066\u5c0f\u898f\u6a21\u306a L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u3088\u308a\u3082\u512a\u308c\u305f<strong>\u52b9\u679c\u7684\u306a<\/strong>\u7d50\u679c\u304c\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3088\u308a\u5927\u898f\u6a21\u306a L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b AMD \u3067\u4f7f\u7528\u3055\u308c\u305f\u72ec\u81ea\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u65b9\u6cd5 (\u5782\u76f4\u30c0\u30a4 \u30b9\u30bf\u30c3\u30ad\u30f3\u30b0) \u306b\u3088\u308a\u3001Milan \u30d7\u30ed\u30bb\u30c3\u30b5\u3088\u308a\u3082 L3 \u5f85\u6a5f\u6642\u9593\u306e\u5206\u5e03\u306e\u5e45\u304c\u5e83\u304f\u306a\u308b\u3053\u3068\u306b\u3082\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u308c\u306f L3 \u30e1\u30e2\u30ea\u5f85\u6a5f\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30d9\u30b9\u30c8 \u30b1\u30fc\u30b9\u306e L3 \u5f85\u6a5f\u6642\u9593\u306f\u3001Milan \u306e\u5f93\u6765\u306e\u5e73\u9762\u7684\u306a L3 \u30d1\u30c3\u30b1\u30fc\u30b8\u65b9\u6cd5\u3068\u540c\u3058\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30ef\u30fc\u30b9\u30c8 \u30b1\u30fc\u30b9\u306e L3 \u5f85\u6a5f\u6642\u9593\u306f\u591a\u5c11\u9577\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u306b\u3064\u3044\u3066\u3082\u3001\u540c\u69d8\u306e\u70b9\u3068\u5fae\u5999\u306b\u7570\u306a\u308b\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u696d\u754c\u6a19\u6e96\u306e <a href=\"https:\/\/www.cs.virginia.edu\/stream\/\" aria-label=\"STREAM: \u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u304a\u3051\u308b\u6301\u7d9a\u53ef\u80fd\u306a\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\">STREAM<\/a> \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u4e00\u822c\u7684\u306a\u8a2d\u5b9a\u3067\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<div style=\"background-color: #dbdbdb;width: 100%; text-align: left;\">\n\t.\/stream_instrumented\u00a0 400000000 0 $(seq 0 4 29)\u00a0 $(seq 30 4 59) $(seq 60 4 89) $(seq 90 4 119)\n<\/div>\n<p>\n\u3053\u308c\u306b\u3088\u308a\u3001STREAM-TRIAD \u306b\u5bfe\u3057\u3066\u3001\u6700\u5927 358 GB\/\u79d2\u3068\u3044\u3046\u7d50\u679c\u304c\u8fd4\u3055\u308c\u307e\u3057\u305f\u3002\n<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-4-1.png\" alt=\"\" width=\"500\" height=\"100\" class=\"alignnone wp-image-5165\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-4-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-4-1-300x60.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-4-1-420x85.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 2: Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f HBv3 \u30b7\u30ea\u30fc\u30ba VM \u3067\u306e STREAM \u30e1\u30e2\u30ea \u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/p>\n<p>\u4e0a\u8a18\u306e\u7d50\u679c\u306f\u3001\u6a19\u6e96\u306e Milan CPU \u3092\u642d\u8f09\u3057\u305f HBv3 \u30b7\u30ea\u30fc\u30ba\u306a\u3069\u3001\u30c1\u30e3\u30cd\u30eb\u3042\u305f\u308a 1 DIMM \u306e\u69cb\u6210\u3067 3,200 MT\/\u79d2\u306e DIMM \u3092\u4f7f\u7528\u3059\u308b\u3001Milan \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f\u6a19\u6e96\u306e 2 \u30bd\u30b1\u30c3\u30c8 \u30b5\u30fc\u30d0\u30fc\u3067\u8a08\u6e2c\u3055\u308c\u305f\u5e2f\u57df\u5e45\u3068\u57fa\u672c\u7684\u306b\u540c\u3058\u5e2f\u57df\u5e45\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001STREAM \u30c6\u30b9\u30c8\u306e\u4e00\u74b0\u3068\u3057\u3066\u5b9f\u884c\u3055\u308c\u305f\u554f\u984c\u30c6\u30b9\u30c8 \u30b5\u30a4\u30ba (\u4e0a\u8a18\u306e 400000000) \u306f\u5927\u304d\u904e\u304e\u3066\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u306f\u53ce\u307e\u308a\u307e\u305b\u3093\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u53b3\u5bc6\u306b\u8a00\u3046\u3068\u3001\u5b9f\u8cea\u7684\u306b\u306f DRAM \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30c6\u30b9\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u7269\u7406 DIMM \u304a\u3088\u3073 CPU \u306e\u30e1\u30e2\u30ea \u30b3\u30f3\u30c8\u30ed\u30fc\u30e9\u30fc\u3068\u306e\u901a\u4fe1\u80fd\u529b\u306b\u5dee\u306f\u306a\u3044\u305f\u3081\u3001\u3053\u306e\u7d50\u679c\u306f\u9a5a\u304f\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u4e0b\u8a18\u306e\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5927\u90e8\u5206\u304c\u5927\u898f\u6a21\u306a L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u5185\u306b\u53ce\u307e\u308b\u3001\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u304c\u5927\u5e45\u306b\u5236\u9650\u3055\u308c\u305f\u30a2\u30d7\u30ea\u3067\u8a08\u6e2c\u3055\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u57fa\u6e96\u306e Milan 2 \u30bd\u30b1\u30c3\u30c8 \u30b5\u30fc\u30d0\u30fc\u3068\u6bd4\u8f03\u3057\u3066\u3001\u6700\u5927 80% \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u304c\u8a08\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f DRAM \u304b\u3089\u6700\u5927 630 GB\/\u79d2\u306e\u5e2f\u57df\u5e45\u3067\u4f9b\u7d66\u3055\u308c\u3066\u3044\u308b\u304b\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u304b\u3089\u306e\u5897\u5e45\u52b9\u679c\u306f\u3001<strong>\u6709\u52b9\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u3092\u6700\u5927 1.8 \u500d\u5897\u5927<\/strong>\u3055\u305b\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p>\u7e70\u308a\u8fd4\u3057\u307e\u3059\u304c\u3001\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u306f\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u304b\u3089\u5b9f\u884c\u3055\u308c\u308b\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5272\u5408\u306e\u5897\u52a0\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u304c\u5bc6\u63a5\u306b\u95a2\u4fc2\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u306e\u5897\u5e45\u52b9\u679c\u306f\u300c\u6700\u5927\u5024\u300d\u3068\u3057\u3066\u7406\u89e3\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u305f\u3068\u3048\u3070 1 \u53f0\u306e VM \u4e0a\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9 A \u304b\u3089\u306e\u5c0f\u898f\u6a21 CFD \u30e2\u30c7\u30eb (200 \u4e07\u306e\u8981\u7d20\u306a\u3069) \u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5927\u90e8\u5206\u304c L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u5185\u306b\u53ce\u307e\u308b\u305f\u3081\u3001\u6700\u5927 80% \u306e\u6f5c\u5728\u7684\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306e\u5927\u90e8\u5206\u304c\u5373\u5ea7\u306b\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002\u4e00\u65b9\u30011 \u53f0\u306e VM \u4e0a\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9 A \u304b\u3089\u306e\u5927\u898f\u6a21 CFD \u30e2\u30c7\u30eb (1 \u5104\u4ee5\u4e0a\u306e\u8981\u7d20\u306a\u3069) \u3067\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306e\u5272\u5408\u304c\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059 (\u6700\u5927 7 \uff5e 10%)\u3002\u305f\u3060\u3057\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u8907\u6570\u306e VM \u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3059\u308b\u3068\u3001\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3067\u3082\u30c7\u30fc\u30bf\u306e\u5927\u90e8\u5206\u304c\u6700\u7d42\u7684\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u53ce\u307e\u308b\u305f\u3081\u3001\u6f5c\u5728\u7684\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306e\u6700\u5927\u5024\u306b\u8fd1\u3065\u3044\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p><strong><span style=\"font-size: 18pt; \">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/span><\/strong><\/p>\n<p>\u7279\u306b\u8a18\u8f09\u304c\u306a\u3044\u9650\u308a\u3001\u4e0b\u8a18\u306e\u3059\u3079\u3066\u306e\u30c6\u30b9\u30c8\u306f\u4ee5\u4e0b\u306e\u69cb\u6210\u3067\u5b9f\u65bd\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>CentOS 8.1 HPC \u30a4\u30e1\u30fc\u30b8 (<a href=\"https:\/\/azuremarketplace.microsoft.com\/ja-jp\/marketplace\/apps\/openlogic.centos-hpc\" aria-label=\"Azure Marketplace: \u30af\u30ea\u30c3\u30af\u3057\u3066\u3001Azure Marketplace \u306e\u8a73\u7d30\u60c5\u5831\u3092\u5165\u624b\u3057\u3066\u304f\u3060\u3055\u3044\">Azure Marketplace<\/a> \u3067\u63d0\u4f9b\u3055\u308c\u3001<a href=\"https:\/\/github.com\/Azure\/azhpc-images\" aria-label=\"GitHub: \u30af\u30ea\u30c3\u30af\u3057\u3066\u3001GitHub \u306e Azhpc \u30a4\u30e1\u30fc\u30b8\u306b\u95a2\u3059\u308b\u8a73\u7d30\u60c5\u5831\u3092\u5165\u624b\u3057\u3066\u304f\u3060\u3055\u3044\">GitHub<\/a> \u3067\u7ba1\u7406)<\/li>\n<li>HPC-X MPI \u30d0\u30fc\u30b8\u30e7\u30f38.3<\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u306e VM \u304c\u30c6\u30b9\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan-X\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3 (\u73fe\u5728<a href=\"https:\/\/www.aka.ms\/MilanXPreview\" aria-label=\"\u30d7\u30ec\u30d3\u30e5\u30fc \u70ba\u306b 120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3\">\u30d7\u30ec\u30d3\u30e5\u30fc<\/a>\u306e\u6bb5\u968e\u3001\u4ed5\u69d8\u306b\u3064\u3044\u3066\u306f\u4e0a\u8a18\u3092\u53c2\u7167)<\/li>\n<\/ul>\n<ul>\n<li>120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3 (<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hbv3-series\" aria-label=\"\u5b8c\u5168\u306a\u4ed5\u69d8 \u70ba\u306b 120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3\">\u5b8c\u5168\u306a\u4ed5\u69d8<\/a>)<\/li>\n<li>120 \u30b3\u30a2\u306e AMD EPYC \u201cRome\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv2 (<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hbv2-series\" aria-label=\"\u5b8c\u5168\u306a\u4ed5\u69d8 \u70ba\u306b 120 \u30b3\u30a2\u306e AMD EPYC \u201cRome\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv2\">\u5b8c\u5168\u306a\u4ed5\u69d8<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>44 \u30b3\u30a2\u306e Intel Xeon Platinum \u201cSkylake\u201d \u3092\u642d\u8f09\u3057\u305f Azure HC (<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hc-series\" aria-label=\"\u5b8c\u5168\u306a\u4ed5\u69d8 \u70ba\u306b 44 \u30b3\u30a2\u306e Intel Xeon Platinum \u201cSkylake\u201d \u3092\u642d\u8f09\u3057\u305f Azure HC\">\u5b8c\u5168\u306a\u4ed5\u69d8<\/a>)<\/li>\n<\/ul>\n<p><strong><span style=\"font-size: 18pt;\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/span><\/strong><\/p>\n<p>\u7279\u306b\u8a18\u8f09\u304c\u306a\u3044\u9650\u308a\u3001\u4e0b\u8a18\u306e\u3059\u3079\u3066\u306e\u30c6\u30b9\u30c8\u306f\u4ee5\u4e0b\u306e\u69cb\u6210\u3067\u5b9f\u65bd\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>CentOS 8.1 HPC \u30a4\u30e1\u30fc\u30b8 (<a href=\"https:\/\/azuremarketplace.microsoft.com\/ja-jp\/marketplace\/apps\/openlogic.centos-hpc\" aria-label=\"Azure Marketplace: \u30af\u30ea\u30c3\u30af\u3057\u3066\u3001Azure Marketplace \u306e\u8a73\u7d30\u60c5\u5831\u3092\u5165\u624b\u3057\u3066\u304f\u3060\u3055\u3044\">Azure Marketplace<\/a> \u3067\u63d0\u4f9b\u3055\u308c\u3001<a href=\"https:\/\/github.com\/Azure\/azhpc-images\" aria-label=\"GitHub: \u30af\u30ea\u30c3\u30af\u3057\u3066\u3001GitHub \u306e Azhpc \u30a4\u30e1\u30fc\u30b8\u306b\u95a2\u3059\u308b\u8a73\u7d30\u60c5\u5831\u3092\u5165\u624b\u3057\u3066\u304f\u3060\u3055\u3044\">GitHub<\/a> \u3067\u7ba1\u7406)<\/li>\n<li>HPC-X MPI \u30d0\u30fc\u30b8\u30e7\u30f38.3<\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u306e VM \u304c\u30c6\u30b9\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan-X\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3 (\u73fe\u5728<a href=\"https:\/\/www.aka.ms\/MilanXPreview\" aria-label=\"\u30d7\u30ec\u30d3\u30e5\u30fc \u70ba\u306b 120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3\">\u30d7\u30ec\u30d3\u30e5\u30fc<\/a>\u306e\u6bb5\u968e\u3001\u4ed5\u69d8\u306b\u3064\u3044\u3066\u306f\u4e0a\u8a18\u3092\u53c2\u7167)<\/li>\n<\/ul>\n<ul>\n<li>120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3 (<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hbv3-series\" aria-label=\"\u5b8c\u5168\u306a\u4ed5\u69d8 \u70ba\u306b 120 \u30b3\u30a2\u306e AMD EPYC \u201cMilan\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv3\">\u5b8c\u5168\u306a\u4ed5\u69d8<\/a>)<\/li>\n<li>120 \u30b3\u30a2\u306e AMD EPYC \u201cRome\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv2 (<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hbv3-series\" aria-label=\"\u5b8c\u5168\u306a\u4ed5\u69d8 \u70ba\u306b 120 \u30b3\u30a2\u306e AMD EPYC \u201cRome\u201d \u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f Azure HBv2\">\u5b8c\u5168\u306a\u4ed5\u69d8<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>44 \u30b3\u30a2\u306e Intel Xeon Platinum \u201cSkylake\u201d \u3092\u642d\u8f09\u3057\u305f Azure HC (<a href=\"https:\/\/docs.microsoft.com\/ja-jp\/azure\/virtual-machines\/hc-series\" aria-label=\"\u5b8c\u5168\u306a\u4ed5\u69d8 \u70ba\u306b 44 \u30b3\u30a2\u306e Intel Xeon Platinum \u201cSkylake\u201d \u3092\u642d\u8f09\u3057\u305f Azure HC\">\u5b8c\u5168\u306a\u4ed5\u69d8<\/a>)<\/li>\n<\/ul>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-5-1.png\" alt=\"\" width=\"500\" height=\"388\" class=\"alignnone wp-image-5166\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-5-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-5-1-300x233.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 3: Ansys Fluent 2021 R1 \u3067\u5b9f\u884c\u3055\u308c\u305f\u5c0f\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3 \u306f\u3001\u4ed6\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u642d\u8f09\u3057\u305f\u65e7\u4e16\u4ee3\u306e Azure HPC VM \u3068\u6bd4\u8f03\u3057\u3066\u3001\u76f8\u5bfe\u7684\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u6b63\u78ba\u306a\u30bd\u30eb\u30d0\u30fc\u8a55\u4fa1\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-6-1.png\" alt=\"\" width=\"500\" height=\"106\" class=\"alignnone wp-image-5167\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-6-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-6-1-300x64.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-6-1-420x90.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>aircraft_2m \u30e2\u30c7\u30eb\u3068 sedan_4m \u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b Milan-X \u3068 Milan \u306e\u6bd4\u8f03\u3067\u306f\u3001\u305d\u308c\u305e\u308c 38% \u3068 49% \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u304c\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u4e2d\u898f\u6a21\u306e\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u306f\u3001aircraft_14m \u554f\u984c\u3092\u5b9f\u65bd\u3057\u3001\u4ee5\u4e0b\u306e\u76f8\u5bfe\u7684\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-7-1.png\" alt=\"\" width=\"500\" height=\"373\" class=\"alignnone wp-image-5168\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-7-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-7-1-300x224.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 4: \u4e2d\u898f\u6a21\u306e Ansys Fluent \u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001Milan-X \u306f VM \u304c 8 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u6b63\u78ba\u306a\u30bd\u30eb\u30d0\u30fc\u8a55\u4fa1\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-8-1.png\" alt=\"\" width=\"500\" height=\"120\" class=\"alignnone wp-image-5169\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-8-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-8-1-300x72.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-8-1-420x102.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u306e\u554f\u984c\u306b\u95a2\u3057\u3066\u3001\u73fe\u884c\u30d0\u30fc\u30b8\u30e7\u30f3\u306e Azure HBv3 \u3082\u3001\u30d7\u30ec\u30d3\u30e5\u30fc \u30d0\u30fc\u30b8\u30e7\u30f3\u306e Azure HBv3 \u3082\u300116 \u53f0\u306e VM \u307e\u3067\u6975\u3081\u3066\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u307e\u305f\u30011 \u53f0\u306e VM \u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30ec\u30d9\u30eb\u3068\u6bd4\u8f03\u3057\u305f\u5834\u5408\u3001Milan \u3082 Milan-X \u3082\u8d85\u7dda\u5f62\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059 (Milan-X \u306f 134%\u3001Milan \u306f 146% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387)\u3002\u3055\u3089\u306b\u3001\u4e2d\u898f\u6a21\u306e\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001VM \u304c 8 \u53f0 (960 \u30b3\u30a2) \u306e\u3068\u304d\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306e\u5272\u5408\u304c\u6700\u5927\u306e 37% \u3068\u306a\u308a\u3001Milan-X \u306e\u30e1\u30ea\u30c3\u30c8\u304c\u5927\u304d\u304f\u306a\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001F1 \u30ec\u30fc\u30b7\u30f3\u30b0 \u30ab\u30fc\u306e\u5916\u6c17\u6d41\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b\u3001\u3088\u304f\u77e5\u3089\u308c\u305f\u5927\u898f\u6a21\u306a f1_racecar_140 \u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-9-1.png\" alt=\"\" width=\"500\" height=\"368\" class=\"alignnone wp-image-5170\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-9-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-9-1-300x221.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 5: \u5927\u898f\u6a21\u306a Ansys Fluent \u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001Milan-X \u306f VM \u304c 64 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u6b63\u78ba\u306a\u30bd\u30eb\u30d0\u30fc\u8a55\u4fa1\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-10-1.png\" alt=\"\" width=\"500\" height=\"128\" class=\"alignnone wp-image-5171\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-10-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-10-1-300x77.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-10-1-420x109.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u306e\u96e3\u6613\u5ea6\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u306b\u95a2\u3057\u3066\u30014 \u3064\u306e Azure HPC VM \u306e\u3044\u305a\u308c\u3082\u3001\u6700\u5927\u306e\u8a08\u6e2c\u30b9\u30b1\u30fc\u30eb\u3068\u306a\u308b 128 \u53f0\u306e VM \u307e\u3067\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001HPC \u4e2d\u5fc3\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u9078\u629e\u3001\u4f4e\u30b8\u30c3\u30bf\u30fc\u306e\u30cf\u30a4\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3001\u304a\u3088\u3073 Azure \u3067\u306e 100 Gb EDR (HC \u30b7\u30ea\u30fc\u30ba VM) \u3068 20 Gb HDR 200 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (HBv3 \u304a\u3088\u3073 HBv2 \u30b7\u30ea\u30fc\u30ba VM) \u306e\u4f7f\u7528\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<ul>\n<li>Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3: 156% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<ul>\n<li>Milan \u3092\u642d\u8f09\u3057\u305f HBv3: 130% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Rome \u3092\u642d\u8f09\u3057\u305f HBv2: 115% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Skylake \u3092\u642d\u8f09\u3057\u305f HC: 91% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<p>CPU \u3054\u3068\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u3001VM \u304c 64 \u53f0\u306e\u3068\u304d\u306b\u76f8\u5bfe\u7684\u5dee\u7570\u304c\u6700\u5927\u3068\u306a\u3063\u3066\u304a\u308a\u3001Milan-X \u304c Milan \u3068\u6bd4\u3079\u3066 77%\u3001Rome \u3068\u6bd4\u3079\u3066 96%\u3001Skylake \u3068\u6bd4\u3079\u3066 257% \u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5168\u4f53\u7684\u306b\u898b\u308b\u3068\u3001Milan-X \u306e\u76f8\u5bfe\u7684\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u30ef\u30fc\u30ad\u30f3\u30b0 \u30bb\u30c3\u30c8\u306e\u5927\u90e8\u5206\u304c\u5404\u30b5\u30fc\u30d0\u30fc\u306e L3 \u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u53ce\u307e\u308b\u9593\u306f\u30b9\u30b1\u30fc\u30eb\u3068\u3068\u3082\u306b\u5411\u4e0a\u3059\u308b\u3068\u3044\u3046\u3001\u5c0f\u898f\u6a21\u30e2\u30c7\u30eb\u3084\u4e2d\u898f\u6a21\u30e2\u30c7\u30eb\u3067\u898b\u3089\u308c\u305f\u50be\u5411\u304c\u7d9a\u3044\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u76f8\u5bfe\u7684\u5dee\u7570\u304c\u6700\u5927\u3068\u306a\u308b\u306e\u306f\u5c0f\u898f\u6a21\u306a\u554f\u984c\u306b\u304a\u3044\u3066\u306f VM \u304c 1 \u53f0\u306e\u3068\u304d\u3001\u4e2d\u898f\u6a21\u306e\u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u306f VM \u304c 8 \u53f0\u306e\u3068\u304d\u3067\u3059\u304c\u3001\u5927\u898f\u6a21\u306a 1 \u5104 4,000 \u4e07\u30bb\u30eb\u306e\u554f\u984c\u306b\u304a\u3044\u3066\u306f VM \u304c 64 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u3001\u4e16\u754c\u6700\u5927\u306e\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u4e00\u90e8\u3067 145,000 \u3092\u8d85\u3048\u308b\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u307e\u3067\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u8d85\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb combustor_830m \u3092\u30c6\u30b9\u30c8\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3053\u306e\u30ec\u30d9\u30eb\u307e\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306f\u5b9f\u65bd\u3057\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u3053\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3067\u3082\u30b9\u30b1\u30fc\u30eb\u3068\u3068\u3082\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5dee\u7570\u304c\u5927\u304d\u304f\u306a\u308b\u30d1\u30bf\u30fc\u30f3\u304c\u767a\u751f\u3059\u308b\u304b\u3069\u3046\u304b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-11-1.png\" alt=\"\" width=\"500\" height=\"374\" class=\"alignnone wp-image-5172\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-11-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-11-1-300x224.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 6: \u5927\u898f\u6a21\u306a Ansys Fluent \u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001Milan-X \u306f VM \u304c 128 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b\u304c\u3001\u672a\u30c6\u30b9\u30c8\u306e\u3088\u308a\u5927\u898f\u6a21\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u3055\u3089\u306b\u5411\u4e0a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b<\/p>\n<p>\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30bd\u30eb\u30d0\u30fc\u8a55\u4fa1\u3067\u306f\u306a\u304f\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u76f8\u5bfe\u7684\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u985e\u4f3c\u306e\u6bd4\u8f03\u57fa\u6e96\u3067\u3042\u308b\u53cd\u5fa9\/\u5206\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u6b63\u78ba\u306a\u53cd\u5fa9\/\u5206\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-12-1.png\" alt=\"\" width=\"500\" height=\"98\" class=\"alignnone wp-image-5173\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-12-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-12-1-300x59.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-12-1-420x83.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u306e\u96e3\u6613\u5ea6\u306e\u975e\u5e38\u306b\u9ad8\u3044\u30e2\u30c7\u30eb\u306b\u95a2\u3057\u3066\u3082\u30014 \u3064\u306e Azure HPC VM \u306e\u3044\u305a\u308c\u3082\u3001\u6700\u5927\u306e\u8a08\u6e2c\u30b9\u30b1\u30fc\u30eb\u3068\u306a\u308b 128 \u53f0\u306e VM \u307e\u3067\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001HPC \u4e2d\u5fc3\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u9078\u629e\u3001\u4f4e\u30b8\u30c3\u30bf\u30fc\u306e\u30cf\u30a4\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u3001\u304a\u3088\u3073 Azure \u3067\u306e 100 Gb EDR (HC \u30b7\u30ea\u30fc\u30ba VM) \u3068 20 Gb HDR 200 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (HBv3 \u304a\u3088\u3073 HBv2 \u30b7\u30ea\u30fc\u30ba VM) \u306e\u4f7f\u7528\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<ul>\n<li>Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3: 106% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<ul>\n<li>Milan \u3092\u642d\u8f09\u3057\u305f HBv3: 97% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Rome \u3092\u642d\u8f09\u3057\u305f HBv2: 98% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Skylake \u3092\u642d\u8f09\u3057\u305f HC: 96% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<p>CPU \u3054\u3068\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u3001VM \u304c 128 \u53f0\u306e\u3068\u304d\u306b\u76f8\u5bfe\u7684\u5dee\u7570\u304c\u6700\u5927\u3068\u306a\u3063\u3066\u304a\u308a\u3001Milan-X \u304c Milan \u3068\u6bd4\u3079\u3066 16%\u3001Rome \u3068\u6bd4\u3079\u3066 20%\u3001Skylake \u3068\u6bd4\u3079\u3066 131% \u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong><span style=\"font-size: 18pt;\">OpenFOAM v. 1912<\/span><\/strong><\/p>\n<p>\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u308b Motorbike \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e 2,800 \u4e07\u30bb\u30eb \u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u4eca\u5e74\u3001<a href=\"https:\/\/techcommunity.microsoft.com\/t5\/azure-compute\/optimizing-openfoam-performance-and-cost-on-azure-hbv2-vms\/ba-p\/2595698\">Azure HBv2 VM \u3067\u306e OpenFOAM \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/a>\u3067 Azure HBv2 \u30b7\u30ea\u30fc\u30ba VM \u3067\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7d39\u4ecb\u3057\u305f OpenFOAM \u3068\u540c\u3058\u30e2\u30c7\u30eb\u304a\u3088\u3073\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-13-1.png\" alt=\"\" width=\"500\" height=\"382\" class=\"alignnone wp-image-5174\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-13-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-13-1-300x229.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 7: \u4e2d\u898f\u6a21\u306e OpenFOAM \u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001Milan-X \u306f VM \u304c 8 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u6b63\u78ba\u306a\u53cd\u5fa9\/\u5206\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-14-1.png\" alt=\"\" width=\"500\" height=\"112\" class=\"alignnone wp-image-5175\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-14-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-14-1-300x67.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-14-1-420x95.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u306e\u96e3\u6613\u5ea6\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u306b\u95a2\u3057\u3066\u30014 \u3064\u306e Azure HPC VM \u306e\u3044\u305a\u308c\u3082\u3001\u6700\u5927\u306e\u8a08\u6e2c\u30b9\u30b1\u30fc\u30eb\u3068\u306a\u308b 32 \u53f0\u306e VM \u307e\u3067\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3: 119% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<ul>\n<li>Milan \u3092\u642d\u8f09\u3057\u305f HBv3: 135% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Rome \u3092\u642d\u8f09\u3057\u305f HBv2: 137% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Skylake \u3092\u642d\u8f09\u3057\u305f HC: 112% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<p>\u3068\u306f\u8a00\u3048\u3001\u3053\u306e\u30b5\u30a4\u30ba\u306e\u554f\u984c\u306b\u304a\u3044\u3066\u3001VM \u304c 8 \u53f0\u306e\u3068\u304d\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u304c\u6700\u5927\u306b\u306a\u308b\u3053\u3068\u306f\u660e\u3089\u304b\u3067\u3059\u3002Milan-X \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u304c\u969b\u7acb\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3: 190% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<ul>\n<li>Milan \u3092\u642d\u8f09\u3057\u305f HBv3: 152% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Rome \u3092\u642d\u8f09\u3057\u305f HBv2: 161% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Skylake \u3092\u642d\u8f09\u3057\u305f HC: 105% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<p>CPU \u3054\u3068\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u3001VM \u304c 8 \u53f0\u306e\u3068\u304d\u306b\u76f8\u5bfe\u7684\u5dee\u7570\u304c\u6700\u5927\u3068\u306a\u3063\u3066\u304a\u308a\u3001Milan-X \u304c Milan \u3068\u6bd4\u3079\u3066 60%\u3001Rome \u3068\u6bd4\u3079\u3066 72%\u3001Skylake \u3068\u6bd4\u3079\u3066 305% \u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><span style=\"font-size: 18pt;\"><strong>Siemens Simcenter Star-CCM+ v. 16.04.002<\/strong><\/span><\/p>\n<p>\u30ec\u30fc\u30b7\u30f3\u30b0 \u30ab\u30fc\u306e\u5916\u6c17\u6d41\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b Le Mans Coupled \u30e2\u30c7\u30eb\u306e 1 \u5104\u30bb\u30eb \u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001288 \u53f0\u306e VM (33,408 CPU \u30b3\u30a2\u3001PPN=116) \u307e\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u542b\u3080\u30012021 \u5e74 3 \u6708\u306e\u4e00\u822c\u63d0\u4f9b\u958b\u59cb\u6642\u306e <a href=\"https:\/\/techcommunity.microsoft.com\/t5\/azure-compute\/hpc-performance-and-scalability-results-with-azure-hbv3-vms\/ba-p\/2206471\">HBv3 \u30b7\u30ea\u30fc\u30ba\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/a>\u306b\u4f7f\u7528\u3057\u305f\u306e\u3068\u540c\u3058\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-15-1.png\" alt=\"\" width=\"500\" height=\"373\" class=\"alignnone wp-image-5176\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-15-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-15-1-300x224.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 8: \u5927\u898f\u6a21\u306a Simcenter Star-CCM+ \u30e2\u30c7\u30eb\u306b\u304a\u3044\u3066\u3001Milan-X \u306f VM \u304c 64 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c6\u30b9\u30c8\u306b\u304a\u3051\u308b\u6b63\u78ba\u306a\u89e3\u6c7a\u6642\u9593 (\u5e73\u5747\u7d4c\u904e\u6642\u9593) \u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-16-1.png\" alt=\"\" width=\"500\" height=\"128\" class=\"alignnone wp-image-5179\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-16-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-16-1-300x77.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-16-1-420x109.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u306e\u96e3\u6613\u5ea6\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u306b\u95a2\u3057\u3066\u30014 \u3064\u306e Azure HPC VM \u306e\u3044\u305a\u308c\u3082\u3001\u6700\u5927\u306e\u8a08\u6e2c\u30b9\u30b1\u30fc\u30eb\u3068\u306a\u308b 64 \u53f0\u306e VM \u307e\u3067\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3: 103% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<ul>\n<li>Milan \u3092\u642d\u8f09\u3057\u305f HBv3: 93% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Rome \u3092\u642d\u8f09\u3057\u305f HBv2: 79% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Skylake \u3092\u642d\u8f09\u3057\u305f HC: 80% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<p>CPU \u3054\u3068\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u3001VM \u304c 64 \u53f0\u306e\u3068\u304d\u306b\u76f8\u5bfe\u7684\u5dee\u7570\u304c\u6700\u5927\u3068\u306a\u3063\u3066\u304a\u308a\u3001Milan-X \u304c Milan \u3068\u6bd4\u3079\u3066 19%\u3001Rome \u3068\u6bd4\u3079\u3066 50%\u3001Skylake \u3068\u6bd4\u3079\u3066 156% \u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong><span style=\"font-size: 18pt;\">WRF v. 4.1.5<\/span><\/strong><\/p>\n<p>[\u6ce8: WRF \u3067\u306f\u3001\u7d50\u679c\u306f\u4e00\u822c\u7684\u306b \u201c\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u901f\u5ea6\u201d \u3067\u793a\u3055\u308c\u3001\u5024\u304c\u9ad8\u3044\u65b9\u304c\u826f\u3044\u7d50\u679c\u3068\u306a\u308a\u307e\u3059]<\/p>\n<p>\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u6c17\u8c61\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 WRF v. 4.1.5 \u3067 conus 2.5km \u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-17-1.png\" alt=\"\" width=\"425\" height=\"336\" class=\"alignnone size-full wp-image-5180\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-17-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-17-1-300x237.png 300w\" sizes=\"(max-width: 425px) 100vw, 425px\" \/><\/p>\n<p>\u56f3 9: conus 2.5km \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u304a\u3044\u3066\u3001Milan-X \u306f VM \u304c 8 \u53f0\u306e\u3068\u304d\u306b\u6700\u5927\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u6b63\u78ba\u306a\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u901f\u5ea6\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-18-1.png\" alt=\"\" width=\"500\" height=\"175\" class=\"alignnone wp-image-5181\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-18-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-18-1-300x105.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>conus 2.5km \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u95a2\u3057\u3066\u3001Milan-X \u3082 Milan \u3082\u3001\u6700\u5927\u306e\u8a08\u6e2c\u30b9\u30b1\u30fc\u30eb\u3068\u306a\u308b 64 \u53f0\u306e VM \u307e\u3067\u52b9\u7387\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3: 110% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<li>Milan \u3092\u642d\u8f09\u3057\u305f HBv3: 104% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/li>\n<\/ul>\n<p>CPU \u3054\u3068\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u3001VM \u304c 8 \u53f0\u306e\u3068\u304d\u306b\u76f8\u5bfe\u7684\u5dee\u7570\u304c\u6700\u5927\u3068\u306a\u3063\u3066\u304a\u308a\u3001Milan-X \u304c Milan \u3068\u6bd4\u3079\u3066 24% \u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong><span style=\"font-size: 18pt;\">NAMD v. 2.15<\/span><\/strong><\/p>\n<p>[\u6ce8: NAMD \u3067\u306f\u3001\u7d50\u679c\u306f\u4e00\u822c\u7684\u306b \u201c\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3055\u308c\u305f\u30ca\u30ce\u79d2\/\u65e5\u201d \u3067\u793a\u3055\u308c\u3001\u5024\u304c\u9ad8\u3044\u65b9\u304c\u826f\u3044\u7d50\u679c\u3068\u306a\u308a\u307e\u3059]<\/p>\n<p>\u30a4\u30ea\u30ce\u30a4\u5927\u5b66\u30a2\u30fc\u30d0\u30ca \u30b7\u30e3\u30f3\u30da\u30fc\u30f3\u6821\u306e <a href=\"https:\/\/www.ks.uiuc.edu\/Development\/Download\/download.cgi?PackageName=NAMD\">Theoretical and Computational Biophysics Group<\/a> \u958b\u767a\u306e\u3088\u304f\u77e5\u3089\u308c\u305f\u5206\u5b50\u52d5\u529b\u5b66\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u30fc NAMD \u3092\u5b9f\u884c\u3057\u307e\u3057\u305f\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-19-1.png\" alt=\"\" width=\"500\" height=\"358\" class=\"alignnone wp-image-5182\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-19-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-19-1-300x215.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 10: \u3053\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u5236\u7d04\u3092\u53d7\u3051\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u304a\u3044\u3066\u3001Milan-X \u306f\u6700\u5c0f\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u793a\u3057\u3066\u3044\u308b<\/p>\n<p>\u6b63\u78ba\u306a\u30ca\u30ce\u79d2\/\u65e5\u306e\u51fa\u529b\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-20-1.png\" alt=\"\" width=\"500\" height=\"133\" class=\"alignnone wp-image-5183\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-20-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-20-1-300x80.png 300w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-20-1-420x113.png 420w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u5236\u7d04\u3092\u53d7\u3051\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9 (\u30e1\u30e2\u30ea \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5236\u7d04\u3092\u53d7\u3051\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u306a\u3044) \u306b\u304a\u3044\u3066\u3001\u521d\u3081\u3066\u3001Milan-X \u3067\u5927\u5e45\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u304c\u898b\u3089\u308c\u307e\u305b\u3093\u3067\u3057\u305f (2 \uff5e3% \u306e\u307f)\u3002\u3053\u308c\u306f\u3001\u3053\u306e\u8a18\u4e8b\u306e\u5192\u982d\u3067\u7d39\u4ecb\u3057\u305f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u305d\u3082\u305d\u3082\u30e1\u30e2\u30ea \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u3088\u308b\u5236\u7d04\u3092\u53d7\u3051\u308b\u3082\u306e\u3067\u306a\u3051\u308c\u3070\u3001Milan-X \u304c Milan \u3092\u5927\u5e45\u306b\u4e0a\u56de\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u306a\u3044\u3068\u3044\u3046\u539f\u5247\u3092\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong><span style=\"font-size: 18pt; \">HPC \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30b3\u30b9\u30c8\/\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3078\u306e\u5f71\u97ff<\/span><\/strong><\/p>\n<p>\u4e0a\u8a18\u306e\u30c7\u30fc\u30bf\u306f\u3001Milan-X \u304c\u6975\u3081\u3066\u9ad8\u3044\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3084\u540c\u69d8\u306e\u30e2\u30c7\u30eb\u3092 HBv3 \u30b7\u30ea\u30fc\u30ba VM \u3067\u5927\u898f\u6a21\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001Azure \u306e\u304a\u5ba2\u69d8\u306e\u6295\u8cc7\u5229\u76ca\u7387\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387 (\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u3092\u5897\u3084\u3059\u3054\u3068\u306b\u77ed\u7e2e\u3055\u308c\u308b\u89e3\u6c7a\u6642\u9593\u306e\u5272\u5408) \u3068 Azure VM \u306e\u30b3\u30b9\u30c8 (VM \u306e\u8ab2\u91d1\u6642\u9593 x \u4f7f\u7528\u3057\u3066\u3044\u308b VM \u306e\u6570) \u3068\u306e\u9593\u306b\u306f\u660e\u78ba\u306a\u95a2\u9023\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u307b\u307c\u7dda\u5f62\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/strong>\u3068\u306f\u3001VM \u304c 1 \u53f0 (\u307e\u305f\u306f\u554f\u984c\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5fc5\u8981\u306a VM \u306e\u6700\u5c0f\u6570) \u306e\u3068\u304d\u3088\u308a\u3082\u308f\u305a\u304b\u306b\u9ad8\u3044 VM \u30b3\u30b9\u30c8\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u7dda\u5f62\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/strong> (HPC \u306b\u304a\u3051\u308b\u7d76\u5bfe\u7684\u57fa\u6e96) \u3068\u306f\u3001VM \u304c 1 \u53f0 (\u307e\u305f\u306f\u554f\u984c\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u5fc5\u8981\u306a VM \u306e\u6700\u5c0f\u6570) \u306e\u3068\u304d\u3068\u540c\u3058 VM \u30b3\u30b9\u30c8\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u8d85\u7dda\u5f62\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387<\/strong>\u3068\u306f\u3001VM \u304c 1 \u53f0 (\u307e\u305f\u306f\u554f\u984c\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a VM \u306e\u6700\u5c0f\u6570) \u306e\u3068\u304d\u3088\u308a\u3082\u4f4e\u3044\u7dcf VM \u30b3\u30b9\u30c8\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u5927\u534a\u306e\u30d1\u30d6\u30ea\u30c3\u30af \u30af\u30e9\u30a6\u30c9\u3084\u3001\u3055\u3089\u306b\u306f\u591a\u304f\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9 HPC \u30af\u30e9\u30b9\u30bf\u30fc\u3067\u3082\u3001\u307b\u307c\u7dda\u5f62\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u304c\u59a5\u5f53\u306a\u76ee\u6a19\u3068\u898b\u306a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001Azure \u304c\u305f\u3073\u305f\u3073\u793a\u3057\u3066\u304d\u305f\u3088\u3046\u306b\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u65e2\u5b58\u306e HPC VM \u306f\u3001\u591a\u304f\u306e\u5834\u5408\u306b\u304a\u3044\u3066\u3001\u7dda\u5f62\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u65e2\u306b\u5b9f\u73fe\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u4e00\u5b9a\u306e VM \u30b3\u30b9\u30c8\u3067\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u3092\u5b9f\u73fe\u3067\u304d\u308b\u305f\u3081\u3001\u304a\u5ba2\u69d8\u306b\u3068\u3063\u3066\u3053\u308c\u306f\u304a\u304a\u3044\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u4e0a\u8a18\u306e\u30c7\u30fc\u30bf\u306f\u3001\u65e2\u306b\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u9ad8\u3044 Azure HBv3 \u30b7\u30ea\u30fc\u30ba VM \u3092 Milan-X \u30d7\u30ed\u30bb\u30c3\u30b5\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001<strong>\u89e3\u6c7a\u6642\u9593\u306e\u5927\u5e45\u306a\u77ed\u7e2e\u3068 VM \u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u306e\u4e21\u65b9\u3092\u5b9f\u73fe\u3067\u304d\u308b<\/strong>\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e\u8868\u306f\u3001f1_racecar_140m \u30bb\u30eb \u30e2\u30c7\u30eb\u3067\u306e Ansys Fluent \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u300164 \u53f0\u306e VM (7,680 CPU \u30b3\u30a2) \u307e\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u3066\u3044\u304f\u306e\u306b\u5fdc\u3058\u3066\u3001Azure \u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b3\u30b9\u30c8\u304c\u3069\u306e\u3088\u3046\u306b\u6e1b\u5c11\u3057\u3066\u3044\u304f\u304b\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/azbase-azbase-dev2.azurewebsites.net\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-21-1.png\" alt=\"\" width=\"500\" height=\"442\" class=\"alignnone wp-image-5184\" srcset=\"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-21-1.png 425w, https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-content\/uploads\/2021\/12\/2-21-1-300x265.png 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u56f3 11: 64 \u53f0 \u306e VM \u307e\u3067 200% \u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u3092\u793a\u3059 Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3 \u30b7\u30ea\u30fc\u30ba VM<\/p>\n<p>\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u5f37\u529b\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u308a\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5341\u5206\u306a\u5272\u5408\u3092\u30e1\u30e2\u30ea\u5185\u306b\u53ce\u3081\u308b\u3053\u3068\u304c\u6bb5\u968e\u7684\u306b\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u304d\u307e\u3059\u3002\u305d\u308c\u306b\u5fdc\u3058\u3066\u3001\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u306e\u5897\u5e45\u3082\u5927\u304d\u304f\u306a\u308b\u305f\u3081\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u304c\u6bb5\u968e\u7684\u306b\u9ad8\u304f\u306a\u3063\u3066\u3044\u304d\u3001\u6700\u7d42\u7684\u306b 200% \u307e\u3067\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001Milan-X \u3092\u642d\u8f09\u3057\u305f HBv3 VM \u3092 64 \u53f0\u4f7f\u7528\u3057\u305f\u5834\u5408\u3001VM \u304c 1 \u53f0\u306e\u3068\u304d\u306e\u308f\u305a\u304b\u534a\u5206\u306e\u6642\u9593\u3067\u3053\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b8c\u4e86\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001VM \u30b3\u30b9\u30c8\u3092 50% \u524a\u6e1b\u3067\u304d\u3001\u89e3\u6c7a\u6642\u9593\u3092 127 \u5206\u306e 1 \u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Rachel Pruitt \u516c\u958b\u65e5\u6642: 2021 \u5e74 11 \u6708 8 \u65e5 08:39 AM \u5bc4\u7a3f\u8005: Amirreza Rastegari\u3001Jon Shelley\u3001Jithin Jose\u3001Evan Burness\u3001Aman [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[146],"tags":[19,158],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/posts\/5033"}],"collection":[{"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/comments?post=5033"}],"version-history":[{"count":33,"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/posts\/5033\/revisions"}],"predecessor-version":[{"id":6857,"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/posts\/5033\/revisions\/6857"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/media?parent=5033"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/categories?post=5033"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.microsoft.com\/ja-jp\/events\/azurebase\/wp-json\/wp\/v2\/tags?post=5033"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}