{"id":128793,"date":"2025-11-07T17:25:16","date_gmt":"2025-11-07T09:25:16","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=128793"},"modified":"2025-11-07T17:26:08","modified_gmt":"2025-11-07T09:26:08","slug":"google-cloud%e5%ae%a3%e5%b8%83%e6%8e%a8%e5%87%baironwood-tpu%e4%bb%a5%e5%8f%8a%e5%85%a8%e6%96%b0%e8%99%9b%e6%93%ac%e6%a9%9f%e5%99%a8axion%ef%bc%8c%e7%82%baai%e6%8e%a8%e8%ab%96%e6%99%82%e4%bb%a3","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=128793","title":{"rendered":"Google Cloud\u5ba3\u5e03\u63a8\u51faIronwood TPU\u4ee5\u53ca\u5168\u65b0\u865b\u64ec\u6a5f\u5668Axion\uff0c\u70baAI\u63a8\u8ad6\u6642\u4ee3\u6ce8\u5165\u52d5\u80fd"},"content":{"rendered":"\n<p>\u73fe\u4eca\u7684\u5148\u9032\u6a21\u578b\uff0c\u5305\u62ec Google \u7684 Gemini\u3001Veo\u3001Imagen\uff0c\u4ee5\u53ca Anthropic \u7684 Claude\uff0c\u90fd\u5728 Tensor Processing Unit\uff08TPU\uff09\u4e0a\u9032\u884c\u8a13\u7df4\u548c\u63d0\u4f9b\u670d\u52d9\u3002\u5c0d\u8a31\u591a\u4f01\u696d\u800c\u8a00\uff0c\u5176\u91cd\u5fc3\u6b63\u5f9e\u8a13\u7df4\u6a21\u578b\uff0c\u8f49\u79fb\u5230\u5982\u4f55\u4fc3\u6210\u8207\u6a21\u578b\u4e4b\u9593\u6709\u8457\u5be6\u7528\u4e14\u9748\u654f\u7684\u4e92\u52d5\u3002<\/p>\n\n\n\n<p>\u6a21\u578b\u67b6\u69cb\u7684\u4e0d\u65b7\u6f14\u9032\u3001\u4ee3\u7406\u5f0f\u5de5\u4f5c\u6d41\u7a0b (agentic workflows) \u7684\u8208\u8d77\uff0c\u52a0\u4e0a\u5c0d\u904b\u7b97\u9700\u6c42\u8fd1\u4e4e\u6307\u6578\u578b\u7684\u589e\u9577\uff0c\u5171\u540c\u5b9a\u7fa9\u4e86\u9019\u500b\u5168\u65b0\u7684 AI \u63a8\u8ad6\u6642\u4ee3\uff08age of inference\uff09\u3002\u7279\u5225\u662f\u90a3\u4e9b\u9700\u8981\u901a\u7528\u904b\u7b97 (general-purpose compute) \u548c\u6a5f\u5668\u5b78\u7fd2\u52a0\u901f (ML acceleration) \u4e4b\u9593\u9ad8\u5ea6\u5354\u4f5c\u8207\u8abf\u5ea6\u7684\u4ee3\u7406\u5f0f\u5de5\u4f5c\u6d41\u7a0b\uff0c\u6b63\u70ba\u5ba2\u88fd\u5316\u6676\u7247\u548c\u5782\u76f4\u5354\u540c\u6700\u4f73\u5316\uff08vertically co-optimized\uff09\u7684\u7cfb\u7d71\u67b6\u69cb\u5275\u9020\u65b0\u7684\u6a5f\u6703\u3002<\/p>\n\n\n\n<p>\u6211\u5011\u70ba\u6b64\u8f49\u8b8a\u5df2\u505a\u8db3\u6e96\u5099\uff0c\u73fe\u5728\uff0c\u6211\u5011\u5ba3\u5e03\u63a8\u51fa\u4e09\u6b3e\u57fa\u65bc\u5ba2\u88fd\u5316\u6676\u7247\u6253\u9020\u7684\u65b0\u7522\u54c1\uff0c\u70ba\u63a8\u8ad6\u548c\u4ee3\u7406\u5f0f\u5de5\u4f5c\u8ca0\u8f09\u63d0\u4f9b\u5353\u8d8a\u7684\u6548\u80fd\u3001\u66f4\u4f4e\u7684\u6210\u672c\u4e26\u5be6\u73fe\u5d84\u65b0\u529f\u80fd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u25cf\u3000<strong>Ironwood<\/strong>\uff1a<strong>\u6211\u5011\u7684\u7b2c\u4e03\u4ee3 TPU\uff0c\u5c07\u5728\u672a\u4f86\u5e7e\u9031\u5167\u6b63\u5f0f\u63a8\u51fa\u3002<\/strong>Ironwood \u5c08\u70ba\u6700\u56b4\u82db\u7684\u5de5\u4f5c\u8ca0\u8f09\u800c\u6253\u9020\uff1a\u5f9e\u5927\u898f\u6a21\u6a21\u578b\u8a13\u7df4\u3001\u8907\u96dc\u7684\u589e\u5f37\u5b78\u7fd2\uff08RL\uff09\uff0c\u5230\u9ad8\u5bb9\u91cf\u3001\u4f4e\u5ef6\u9072\u7684 AI \u63a8\u8ad6\u548c\u6a21\u578b\u670d\u52d9\u3002\u8207 TPU v5p \u76f8\u6bd4\uff0c\u5b83\u7684\u5cf0\u503c\u6548\u80fd\u63d0\u5347\u4e86 10 \u500d\uff1b\u8207 TPU v6e\uff08Trillium\uff09\u76f8\u6bd4\uff0c\u6bcf\u9846\u6676\u7247\u5728\u8a13\u7df4\u8207\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u4e0a\u7684\u6548\u80fd\u63d0\u5347\u8d85\u904e 4 \u500d\uff0c\u4f7f Ironwood \u6210\u70ba\u6211\u5011\u8fc4\u4eca\u6700\u5f37\u5927\u3001\u6700\u7bc0\u80fd\u7684\u5ba2\u88fd\u5316\u6676\u7247\u3002<\/li>\n\n\n\n<li>\u3000\u25cf\u3000<strong>\u5168\u65b0 ARM\u00ae \u67b6\u69cb Axion \u57f7\u884c\u500b\u9ad4<\/strong>\uff1a<strong>N4A<\/strong>\uff0c\u6211\u5011\u8fc4\u4eca\u6700\u5177\u6210\u672c\u6548\u76ca\u7684 N \u7cfb\u5217\u865b\u64ec\u6a5f\u5668\uff0c<strong>\u73fe\u5df2\u63a8\u51fa\u9810\u89bd\u7248<\/strong>\u3002\u76f8\u8f03\u65bc\u7576\u524d\u540c\u7b49\u7d1a\u7684 x86 \u865b\u64ec\u6a5f\u5668\uff0cN4A \u63d0\u4f9b\u4e86\u9ad8\u9054 2 \u500d\u7684\u6027\u50f9\u6bd4\u3002<\/li>\n\n\n\n<li>\u3000\u25cf\u3000\u6211\u5011\u4e5f\u5f88\u9ad8\u8208\u5730\u5ba3\u5e03\u00a0<strong>C4A metal<\/strong>\uff0c\u6211\u5011\u9996\u6b3e ARM\u00ae \u67b6\u69cb\u88f8\u6a5f\u57f7\u884c\u500b\u9ad4\uff08bare-meta instance\uff09\uff0c<strong>\u5373\u5c07\u63a8\u51fa\u9810\u89bd\u7248<\/strong>\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Announcing Ironwood TPUs General Availability and new Axion VMs to power the age of inference\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/aQxcomQDHcw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Ironwood \u548c\u9019\u4e9b\u5168\u65b0\u7684 Axion \u57f7\u884c\u500b\u9ad4\uff0c\u662f Google \u9577\u671f\u8015\u8018\u5ba2\u88fd\u5316\u6676\u7247\u5275\u65b0\u7684\u6700\u65b0\u7bc7\u7ae0\uff0c\u5176\u4ed6\u9084\u5305\u62ec TPU\u3001YouTube \u7684\u5f71\u7247\u7de8\u78bc\u55ae\u5143\uff08Video Coding Units, VCU\uff09\uff0c\u4ee5\u53ca\u9069\u7528\u65bc\u884c\u52d5\u88dd\u7f6e\u7684 Tensor G5 \u81ea\u7814\u6676\u7247\u3002\u5728\u6bcf\u500b\u6848\u4f8b\u4e2d\uff0c\u6211\u5011\u6253\u9020\u9019\u4e9b\u8655\u7406\u5668\u7684\u76ee\u7684\u90fd\u662f\u70ba\u4e86\u5be6\u73fe\u6548\u80fd\u7a81\u7834\uff0c\u800c\u9019\u4e00\u5207\u552f\u6709\u900f\u904e\u6df1\u5ea6\u7684\u7cfb\u7d71\u7d1a\u5354\u540c\u8a2d\u8a08\uff0c\u5c07\u6a21\u578b\u7814\u7a76\u3001\u8edf\u9ad4\u548c\u786c\u9ad4\u958b\u767c\u6574\u5408\u5728\u4e00\u8d77\u624d\u53ef\u80fd\u9054\u6210\u3002<\/p>\n\n\n\n<p>\u5341\u5e74\u524d\u6211\u5011\u5c31\u662f\u9019\u6a23\u6253\u9020\u51fa\u7b2c\u4e00\u4ee3 TPU\uff0c\u800c TPU \u9032\u800c\u5728\u516b\u5e74\u524d\u9020\u5c31\u4e86\u9a45\u52d5\u7576\u4eca\u7d55\u5927\u591a\u6578 AI \u7684\u6838\u5fc3\u67b6\u69cb\u2500\u2500Transformer \u7684\u8a95\u751f\u3002\u9019\u4e5f\u5f71\u97ff\u4e86\u6211\u5011\u8fd1\u671f\u7684\u767c\u5c55\uff0c\u4f8b\u5982&nbsp;<a href=\"https:\/\/cloud.google.com\/titanium\" target=\"_blank\" rel=\"noreferrer noopener\">Titanium<\/a>\uff0c\u4ee5\u53ca\u6211\u5011\u81ea 2020 \u5e74\u4ee5\u4f86\u5df2\u5728\u5341\u5104\u74e6\uff08GW\uff09\u7684\u898f\u6a21\u4e0a\u90e8\u7f72\uff0c\u4e26\u9054\u5230 99.999% \u6a5f\u7fa4\u904b\u4f5c\u6642\u9593\uff08fleet-wide uptime\uff09\u7684\u5148\u9032<a href=\"https:\/\/cloud.google.com\/blog\/topics\/systems\/enabling-1-mw-it-racks-and-liquid-cooling-at-ocp-emea-summit?e=48754805\" target=\"_blank\" rel=\"noreferrer noopener\">\u6db2\u51b7<\/a>\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google01.jpeg\" alt=\"\" class=\"wp-image-128846\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google01.jpeg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google01-300x200.jpeg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google01-768x512.jpeg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2Ironwood \u96fb\u8def\u677f\u642d\u8f09\u4e09\u7d44\u9023\u63a5\u5230\u6db2\u51b7\u7cfb\u7d71\u7684 Ironwood TPUs<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google02.jpg\" alt=\"\" class=\"wp-image-128847\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google02.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google02-300x200.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google02-768x512.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u7b2c\u4e09\u4ee3\u51b7\u537b\u5206\u914d\u88dd\u7f6e\uff08Cooling Distribution Units\uff09\uff0c\u70ba Ironwood superpod \u63d0\u4f9b\u6db2\u51b7<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Ironwood\uff1a\u5f9e\u6a21\u578b\u8a13\u7df4\u5230\u5168\u7403\u898f\u6a21\u63a8\u8ad6\u7684\u6700\u5feb\u8def\u5f91<\/strong><\/h3>\n\n\n\n<p>Ironwood \u5728\u521d\u671f\u5c31\u7372\u5f97\u975e\u5e38\u71b1\u70c8\u7684\u8ff4\u97ff\uff0c\u50cf\u662f Anthropic \u5373\u6df1\u53d7 Ironwood \u5353\u8d8a\u7684\u6027\u50f9\u6bd4\u6240\u5438\u5f15\uff0c\u9019\u9805\u512a\u52e2\u52a0\u901f\u4e86\u4ed6\u5011\u5c07\u9f90\u5927\u7684 Claude \u6a21\u578b\u5f9e\u8a13\u7df4\u63a8\u5411\u670d\u52d9\u6578\u767e\u842c\u7528\u6236\u7684\u9032\u7a0b\u3002\u5be6\u969b\u4e0a\uff0cAnthropic&nbsp;<a href=\"https:\/\/www.googlecloudpresscorner.com\/2025-10-23-Anthropic-to-Expand-Use-of-Google-Cloud-TPUs-and-Services\" target=\"_blank\" rel=\"noreferrer noopener\">\u8a08\u756b\u4f7f\u7528\u591a\u9054 100 \u842c\u500b TPU<\/a>\uff1a<\/p>\n\n\n\n<p>Anthropic \u904b\u7b97\u4e3b\u7ba1 James Bradbury\uff1a\u300c\u6211\u5011\u7684\u5ba2\u6236\uff0c\u5f9e\u300a\u8ca1\u661f\u300b\uff08Fortune\uff09\u4e16\u754c\u4e94\u767e\u5f37\u4f01\u696d\u5230\u65b0\u5275\u516c\u53f8\uff0c\u90fd\u4ef0\u8cf4 Claude \u4f86\u8655\u7406\u4ed6\u5011\u6700\u91cd\u8981\u7684\u5de5\u4f5c\u3002\u96a8\u8457\u9700\u6c42\u6301\u7e8c\u6307\u6578\u578b\u6210\u9577\uff0c\u6211\u5011\u5728\u63a8\u52d5 AI \u7814\u7a76\u548c\u7522\u54c1\u958b\u767c\u7684\u908a\u754c\u64f4\u5c55\u6642\uff0c\u4e5f\u5728\u589e\u52a0\u6211\u5011\u7684\u904b\u7b97\u8cc7\u6e90\u3002Ironwood \u5728\u63a8\u8ad6\u6548\u80fd\u548c\u8a13\u7df4\u53ef\u64f4\u5c55\u6027\u4e0a\u7684\u63d0\u5347\uff0c\u5c07\u5e6b\u52a9\u6211\u5011\u9ad8\u6548\u64f4\u5c55\uff0c\u540c\u6642\u6eff\u8db3\u5ba2\u6236\u671f\u671b\u7684\u901f\u5ea6\u548c\u53ef\u9760\u6027\u3002\u300d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"172\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google06.png\" alt=\"\" class=\"wp-image-128851\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google06.png 420w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google06-300x123.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<p>\u4e0d\u8ad6\u4f01\u696d\u898f\u6a21\u5927\u5c0f\uff0cIronwood \u6b63\u5728\u5404\u7522\u696d\u4e2d\u88ab\u5ee3\u6cdb\u4f7f\u7528\uff1a<\/p>\n\n\n\n<p>Lightricks \u7814\u7a76\u5718\u968a\u7e3d\u76e3 Yoav HaCohen\uff1a\u300cLightricks \u7684\u4f7f\u547d\u662f\u5b9a\u7fa9\u958b\u653e\u5f0f\u5275\u610f\u7684\u5c16\u7aef\uff0c\u800c\u9019\u9700\u8981\u80fd\u5728\u5927\u898f\u6a21\u4e0a\u6d88\u9664\u6469\u64e6\u8207\u6210\u672c\u7684 AI \u57fa\u790e\u67b6\u69cb\u3002\u6211\u5011\u5229\u7528 Google Cloud \u7684 TPU \u53ca\u5176\u9f90\u5927\u7684\u6676\u7247\u9593\u4e92\u9023\u7db2\u8def\uff08Interchip Interconnect, ICI\uff09\uff0c\u70ba\u6211\u5011\u9818\u5148\u7684\u958b\u6e90\u591a\u6a21\u614b\u751f\u6210\u6a21\u578b LTX-2 \u5be6\u73fe\u4e86\u7a81\u7834\u6027\u7684\u8a13\u7df4\u6548\u7387\u3002\u73fe\u5728\uff0c\u96a8\u8457\u9032\u5165\u63a8\u8ad6\u6642\u4ee3\uff0c\u9019\u500b\u65e9\u671f\u6e2c\u8a66\u8b93\u6211\u5011\u5c0d Ironwood \u5145\u6eff\u671f\u5f85\u3002\u6211\u5011\u76f8\u4fe1 Ironwood \u5c07\u4f7f\u6211\u5011\u80fd\u5920\u70ba\u5168\u7403\u6578\u767e\u842c\u5ba2\u6236\u5275\u9020\u66f4\u7d30\u81a9\u3001\u66f4\u7cbe\u78ba\u3001\u66f4\u9ad8\u64ec\u771f\u5ea6\u7684\u5716\u50cf\u548c\u5f71\u7247\u751f\u6210\u3002\u300d&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"134\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google07.png\" alt=\"\" class=\"wp-image-128852\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google07.png 420w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google07-300x96.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<p>Essential AI \u57fa\u790e\u67b6\u69cb\u8ca0\u8cac\u4eba Philip Monk\uff1a\u300c\u5728 Essential AI\uff0c\u6211\u5011\u7684\u4f7f\u547d\u662f\u6253\u9020\u5f37\u5927\u4e14\u958b\u653e\u7684\u9802\u5c16\u6a21\u578b\u3002\u6211\u5011\u9700\u8981\u5927\u898f\u6a21\u4e14\u9ad8\u6548\u7684\u64f4\u5c55\u80fd\u529b\uff0c\u800c Google Cloud \u7684 Ironwood TPU \u6b63\u597d\u6eff\u8db3\u4e86\u9019\u4e00\u9700\u6c42\u3002\u9019\u500b\u5e73\u53f0\u6975\u6613\u4e0a\u624b\uff0c\u8b93\u6211\u5011\u7684\u5de5\u7a0b\u5e2b\u80fd\u7acb\u5373\u767c\u63ee\u5176\u5f37\u5927\u80fd\u529b\uff0c\u4e26\u5c08\u6ce8\u65bc\u52a0\u901f AI \u7684\u7a81\u7834\u3002\u300d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"420\" height=\"113\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google08.png\" alt=\"\" class=\"wp-image-128853\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google08.png 420w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google08-300x81.png 300w\" sizes=\"(max-width: 420px) 100vw, 420px\" \/><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7cfb\u7d71\u7d1a\u8a2d\u8a08\u6700\u5927\u5316\u63a8\u8ad6\u6548\u80fd\u3001\u53ef\u9760\u6027\u8207\u6210\u672c\u6548\u76ca<\/strong><\/h3>\n\n\n\n<p>TPU \u662f&nbsp;<a href=\"https:\/\/cloud.google.com\/solutions\/ai-hypercomputer\" target=\"_blank\" rel=\"noreferrer noopener\">AI Hypercomputer<\/a>&nbsp;\u7684\u95dc\u9375\u7d44\u4ef6\uff0cAI Hypercomputer \u662f\u6211\u5011\u7684\u6574\u5408\u5f0f\u8d85\u7d1a\u904b\u7b97\u7cfb\u7d71\uff0c\u5b83\u532f\u96c6\u4e86\u904b\u7b97\u3001\u7db2\u8def\u3001\u5132\u5b58\u548c\u8edf\u9ad4\uff0c\u4ee5\u63d0\u9ad8\u7cfb\u7d71\u7d1a\u7684\u6548\u80fd\u548c\u6548\u7387\u3002\u6839\u64da IDC \u6700\u8fd1\u7684\u4e00\u4efd\u5831\u544a\uff0c\u5c0e\u5165 AI Hypercomputer \u7684\u5ba2\u6236\u5e73\u5747\u9054\u6210\u4e86 353% \u7684\u4e09\u5e74\u6295\u8cc7\u5831\u916c\u7387\u3001\u964d\u4f4e 28% \u7684 IT \u6210\u672c\uff0c\u4e26\u4f7f IT \u5718\u968a\u6548\u7387\u63d0\u5347 55%\u3002<\/p>\n\n\n\n<p>Ironwood TPU \u5c07\u5e6b\u52a9\u5ba2\u6236\u9032\u4e00\u6b65\u7a81\u7834\u898f\u6a21\u548c\u6548\u7387\u7684\u6975\u9650\u3002\u90e8\u7f72 TPU \u6642\uff0c\u7cfb\u7d71\u6703\u5c07\u6bcf\u500b\u7368\u7acb\u7684\u6676\u7247\u76f8\u4e92\u9023\u7d50\uff0c\u5f62\u6210\u4e00\u500b Pod\uff0c\u4f7f\u9019\u4e9b\u4e92\u9023\u7684 TPU \u80fd\u4f5c\u70ba\u55ae\u4e00\u904b\u4f5c\u7684\u904b\u7b97\u55ae\u5143\u3002\u900f\u904e Ironwood\uff0c\u6211\u5011\u53ef\u4ee5\u5728<strong>\u55ae\u4e00\u500b superpod \u4e2d\u64f4\u5c55\u81f3<\/strong>&nbsp;<strong>9,216 \u500b\u6676\u7247<\/strong>\uff0c\u4e26\u900f\u904e\u7a81\u7834\u6027\u7684 ICI \u7db2\u8def\u9054\u5230 9.6 TB\/s \u7684\u50b3\u8f38\u901f\u5ea6\u3002\u9019\u7a2e\u5927\u898f\u6a21\u7684\u9023\u63a5\u6027\u4f7f\u6578\u5343\u500b\u6676\u7247\u80fd\u5920\u5feb\u901f\u76f8\u4e92\u901a\u8a0a\uff0c\u4e26\u5b58\u53d6\u9ad8\u9054<strong>&nbsp;<\/strong>1.77 PB<strong>&nbsp;<\/strong>\u7684\u5171\u4eab\u9ad8\u983b\u5bec\u8a18\u61b6\u9ad4\uff08HBM\uff09\uff0c\u5373\u4fbf\u662f\u5c0d\u6027\u80fd\u8981\u6c42\u6700\u9ad8\u7684\u6a21\u578b\u8cc7\u6599\u74f6\u9838\u4e5f\u80fd\u514b\u670d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"502\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google03.jpg\" alt=\"\" class=\"wp-image-128848\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google03.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google03-300x147.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google03-768x377.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2Ironwood superpod \u5728\u55ae\u4e00\u7db2\u57df\u4e2d\u76f4\u63a5\u9023\u63a5 9,216 \u500b Ironwood TPU<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5728\u5982\u6b64\u5927\u898f\u6a21\u4e0b\uff0c\u670d\u52d9\u9700\u8981\u6301\u7e8c\u7a69\u5b9a\u7684\u53ef\u7528\u6027\u3002\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u6211\u5011\u7684\u5149\u5b78\u96fb\u8def\u4ea4\u63db\uff08Optical Circuit Switching, OCS\uff09\u6280\u8853\u80fd\u4f5c\u70ba\u4e00\u500b\u52d5\u614b\u3001\u53ef\u91cd\u7d44\u7684\u7d50\u69cb\uff0c\u80fd\u5920\u5373\u6642\u7e5e\u904e\u4e2d\u65b7\uff0c\u6062\u5fa9\u5de5\u4f5c\u8ca0\u8f09\uff0c\u540c\u6642\u8b93\u670d\u52d9\u4fdd\u6301\u904b\u884c\u3002\u7576\u9700\u8981\u66f4\u591a\u6548\u80fd\u6642\uff0cIronwood \u53ef\u4ee5\u5728 Pod \u9593\u64f4\u5c55\uff0c\u5f62\u6210\u6578\u5341\u842c\u500b TPU \u7684\u53e2\u96c6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google04.jpg\" alt=\"\" class=\"wp-image-128849\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google04.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google04-300x200.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google04-768x512.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2Jupiter \u8cc7\u6599\u4e2d\u5fc3\u7db2\u8def\u6280\u8853\u80fd\u5c07\u591a\u500b Ironwood superpods \u4e32\u9023\u6210\u6578\u5341\u842c\u500b TPU \u7684\u53e2\u96c6<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI Hypercomputer\u7684\u512a\u52e2\uff1a\u8edf\u786c\u9ad4\u5354\u540c\u8a2d\u8a08\uff0c\u5be6\u73fe\u66f4\u5feb\u3001\u66f4\u9ad8\u6548\u7684\u6210\u679c<\/strong><\/h3>\n\n\n\n<p>\u5728\u9019\u5957\u786c\u9ad4\u4e4b\u4e0a\uff0c\u662f\u4e00\u500b\u5354\u540c\u8a2d\u8a08\u7684\u8edf\u9ad4\u5c64\u67b6\u69cb\uff0c\u6211\u5011\u7684\u76ee\u6a19\u662f\u6700\u5927\u5316 Ironwood \u5f37\u5927\u7684\u904b\u7b97\u8655\u7406\u80fd\u529b\u548c\u8a18\u61b6\u9ad4\u6548\u80fd\uff0c\u4e26\u4f7f\u5176\u5728\u6574\u500b AI \u751f\u547d\u9031\u671f\u4e2d\u90fd\u80fd\u5920\u6613\u65bc\u4f7f\u7528\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u25cf\u3000\u70ba\u4e86\u63d0\u9ad8\u7cfb\u7d71\u6548\u7387\u548c\u71df\u904b\u80fd\u529b\uff0c\u6211\u5011\u5f88\u9ad8\u8208\u5730\u5ba3\u5e03\uff0cTPU \u5ba2\u6236\u73fe\u5728\u53ef\u4ee5\u53d7\u76ca\u65bc Google Kubernetes Engine\uff08GKE\uff09\u4e2d\u7684\u00a0<strong>Cluster Director<\/strong>\u00a0\u529f\u80fd\u3002\u9019\u5305\u62ec\u9032\u968e\u7dad\u904b\uff08advanced maintenance\uff09\u3001\u62d3\u64b2\u611f\u77e5\uff08topology awareness\uff09\uff0c\u53ef\u7528\u65bc\u5be6\u73fe\u667a\u6167\u8abf\u5ea6\u548c\u9ad8\u5f48\u6027\u53e2\u96c6\u3002<\/li>\n\n\n\n<li>\u3000\u25cf\u3000\u5728\u6a21\u578b\u9810\u524d\u8a13\u7df4\u548c\u5f8c\u7e8c\u8a13\u7df4\u65b9\u9762\uff0c\u6211\u5011\u4e5f\u5206\u4eab\u4e86\u9ad8\u6548\u80fd\u3001\u958b\u6e90\u7684 LLM \u6846\u67b6\u00a0<a href=\"https:\/\/maxtext.readthedocs.io\/en\/latest\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>MaxText<\/strong><\/a><strong>\u00a0\u65b0\u7684\u5f37\u5316\u529f\u80fd<\/strong>\uff0c\u4f7f\u5176\u66f4\u5bb9\u6613\u5be6\u4f5c\u6700\u65b0\u7684\u8a13\u7df4\u548c\u5f37\u5316\u5b78\u7fd2\u512a\u5316\u6280\u8853\uff0c\u4f8b\u5982\u76e3\u7763\u5f0f\u5fae\u8abf\uff08Supervised Fine-Tuning, SFT\uff09\u529f\u80fd\u548c\u751f\u6210\u5f0f\u589e\u5f37\u7b56\u7565\u512a\u5316\uff08Generative Reinforcement Policy Optimization, GRPO\uff09\u3002<\/li>\n\n\n\n<li>\u3000\u25cf\u3000\u5728\u63a8\u8ad6\u65b9\u9762\uff0c\u6211\u5011\u6700\u8fd1\u5ba3\u5e03\u4e86\u00a0<a href=\"https:\/\/cloud.google.com\/blog\/products\/compute\/in-q3-2025-ai-hypercomputer-adds-vllm-tpu-and-more\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>vLLM<\/strong><\/a>\u00a0\u4e2d\u5c0d TPU \u7684\u5f37\u5316\u652f\u63f4\uff0c\u5141\u8a31\u958b\u767c\u8005\u50c5\u9700\u9032\u884c\u5c11\u91cf\u914d\u7f6e\u66f4\u6539\uff0c\u5373\u53ef\u5728 GPU \u548c TPU \u4e4b\u9593\u9748\u6d3b\u5207\u63db\u3001\u6216\u540c\u6642\u904b\u884c\u5169\u8005\u3002<a href=\"https:\/\/cloud.google.com\/kubernetes-engine\/docs\/concepts\/about-gke-inference-gateway\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>GKE Inference Gateway<\/strong><\/a>\u00a0\u5247\u80fd\u5728 TPU \u4f3a\u670d\u5668\u4e4b\u9593\u9032\u884c\u667a\u6167\u8ca0\u8f09\u5e73\u8861\uff0c\u5c07\u751f\u6210\u9996\u500b\u8a5e\u5143\u7684\u6642\u9593\uff08time-to-first-token, TTFT\uff09\u964d\u4f4e\u9ad8\u9054 96%\uff0c\u4e26\u964d\u4f4e\u9ad8\u9054 30% \u7684\u670d\u52d9\u6210\u672c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6211\u5011\u7684\u8edf\u9ad4\u5c64\u4f7f AI Hypercomputer \u80fd\u5920\u5728\u8a13\u7df4\u3001\u5fae\u8abf\u548c\u5927\u898f\u6a21\u63d0\u4f9b AI \u5de5\u4f5c\u8ca0\u8f09\u670d\u52d9\u6642\uff0c\u540c\u6b65\u5c55\u73fe\u9ad8\u6548\u80fd\u548c\u9ad8\u53ef\u9760\u6027\u3002\u6b78\u529f\u65bc\u6574\u500b\u6280\u8853\u5806\u758a\u7684\u6df1\u5ea6\u6574\u5408\u2500\u2500\u5f9e\u8cc7\u6599\u4e2d\u5fc3\u7bc4\u570d\u7684\u786c\u9ad4\u512a\u5316\u5230\u958b\u653e\u8edf\u9ad4\u548c\u8a17\u7ba1\u670d\u52d9\u2500\u2500Ironwood TPU \u662f\u6211\u5011\u8fc4\u4eca\u6700\u5f37\u5927\u3001\u6700\u7bc0\u80fd\u7684 TPU\u3002\u6df1\u5165\u4e86\u89e3\u6211\u5011\u7684\u8edf\u786c\u9ad4\u5354\u540c\u8a2d\u8a08\u65b9\u6cd5\uff0c\u8acb\u53c3\u95b1<a href=\"https:\/\/cloud.google.com\/blog\/products\/compute\/inside-the-ironwood-tpu-codesigned-ai-stack\" target=\"_blank\" rel=\"noreferrer noopener\">\u6b64\u8655<\/a>\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Axion\uff1a\u91cd\u65b0\u5b9a\u7fa9\u901a\u7528\u904b\u7b97<\/strong><\/h3>\n\n\n\n<p>\u5728\u5efa\u69cb\u548c\u63d0\u4f9b\u73fe\u4ee3\u5316\u61c9\u7528\u7a0b\u5f0f\u7684\u904e\u7a0b\u4e2d\uff0c\u65e2\u9700\u8981\u9ad8\u5ea6\u5c08\u696d\u5316\u7684\u52a0\u901f\u5668\uff0c\u4e5f\u9700\u8981\u5f37\u5927\u4e14\u9ad8\u6548\u7684\u901a\u7528\u904b\u7b97\u80fd\u529b\u3002\u9019\u6b63\u662f\u6211\u5011\u6253\u9020 Axion \u7684\u9858\u666f\u2500\u2500\u76ee\u6a19\u900f\u904e\u6211\u5011\u5ba2\u88fd\u5316\u3001\u57fa\u65bc Arm Neoverse\u00ae \u7684 CPU\uff0c\u70ba\u65e5\u5e38\u5de5\u4f5c\u8ca0\u8f09\u63d0\u4f9b\u5353\u8d8a\u7684\u6548\u80fd\u3001\u6210\u672c\u6548\u76ca\u548c\u80fd\u6e90\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\uff0c\u6211\u5011\u64f4\u5c55\u4e86 Axion \u7522\u54c1\u7d44\u5408\uff0c\u63a8\u51fa\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3000\u25cf\u3000<strong>N4A\uff08\u9810\u89bd\u7248\uff09<\/strong>\uff1a\u6211\u5011\u7684\u7b2c\u4e8c\u6b3e\u901a\u7528 Axion \u865b\u64ec\u6a5f\u5668\uff0c\u7279\u5225\u9069\u5408\u7528\u65bc\u5fae\u670d\u52d9\u3001\u5bb9\u5668\u5316\u61c9\u7528\u7a0b\u5f0f\u3001\u958b\u6e90\u8cc7\u6599\u5eab\u3001\u6279\u6b21\u8655\u7406\u3001\u8cc7\u6599\u5206\u6790\u3001\u958b\u767c\u74b0\u5883\u3001\u5be6\u9a57\u6e2c\u8a66\u3001\u8cc7\u6599\u6e96\u5099\uff0c\u4ee5\u53ca\u652f\u63f4 AI \u61c9\u7528\u6240\u9700\u7684\u7db2\u9801\u670d\u52d9\u4f5c\u696d\u3002<a href=\"https:\/\/cloud.google.com\/blog\/products\/compute\/axion-based-n4a-vms-now-in-preview\" target=\"_blank\" rel=\"noreferrer noopener\">\u9ede\u64ca\u6b64\u8655<\/a>\u6df1\u5165\u4e86\u89e3 N4A\u3002<\/li>\n\n\n\n<li>\u3000\u25cf\u3000<strong>C4A metal\uff08\u9810\u89bd\u7248\uff09<\/strong>\uff1a\u6211\u5011\u9996\u6b3e\u57fa\u65bc Arm \u7684\u88f8\u6a5f\u57f7\u884c\u500b\u9ad4\uff0c\u70ba\u5c08\u696d\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f8b\u5982 Android \u958b\u767c\u3001\u8eca\u7528\u7cfb\u7d71\u3001\u5177\u56b4\u683c\u6388\u6b0a\u8981\u6c42\u7684\u8edf\u9ad4\u3001\u898f\u6a21\u5316\u6e2c\u8a66\u5e73\u53f0\u3001\u6216\u57f7\u884c\u8907\u96dc\u6a21\u64ec\u7684\u61c9\u7528\u6240\u63d0\u4f9b\u5c08\u7528\u7684\u5be6\u9ad4\u4f3a\u670d\u5668\u3002\u6df1\u5165\u4e86\u89e3 C4A metal \u8acb\u53c3\u95b1<a href=\"https:\/\/cloud.google.com\/blog\/products\/compute\/new-axion-c4a-metal-offers-bare-metal-performance-on-arm\" target=\"_blank\" rel=\"noreferrer noopener\">\u6b64\u8655<\/a>\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"705\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google05.jpg\" alt=\"\" class=\"wp-image-128850\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google05.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google05-300x207.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google05-768x529.jpg 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2Axion \u900f\u904e\u5ba2\u88fd\u5316\u3001\u57fa\u65bc Arm Neoverse\u00ae \u7684 CPU\uff0c\u70ba\u5de5\u4f5c\u8ca0\u8f09\u63d0\u4f9b\u5353\u8d8a\u7684\u6548\u80fd\u3001\u6210\u672c\u6548\u76ca\u548c\u80fd\u6e90\u6548\u7387<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u96a8\u8457\u4eca\u5929\u7684\u767c\u5e03\uff0cAxion \u7522\u54c1\u7d44\u5408\u73fe\u5df2\u5305\u542b\u4e09\u7a2e\u5f37\u5927\u7684\u9078\u9805\uff1aN4A\u3001C4A \u548c C4A metal\u3002C \u7cfb\u5217\u548c N \u7cfb\u5217\u7684\u642d\u914d\u7d44\u5408\uff0c\u5c07\u8b93\u4f60\u7121\u9700\u5728\u6548\u80fd\u6216\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09\u9700\u6c42\u4e0a\u59a5\u5354\uff0c\u5373\u53ef\u964d\u4f4e\u71df\u904b\u7e3d\u6210\u672c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u63a1\u7528 Axion \u7684\u57f7\u884c\u500b\u9ad4<\/strong><\/td><td><strong>\u6700\u4f73\u5316\u9069\u7528\u60c5\u5883<\/strong><\/td><td><strong>\u4e3b\u8981\u529f\u80fd\u7279\u8272<\/strong><\/td><\/tr><tr><td>N4A\uff08\u9810\u89bd\u7248\uff09<\/td><td>\u50f9\u683c\u6548\u76ca\u8207\u9748\u6d3b\u6027\u3002<\/td><td>\u53ef\u642d\u8f09\u9ad8\u9054 64 \u500b vCPU\u3001512 GB DDR5 \u8a18\u61b6\u9ad4\u548c\u63d0\u4f9b 50 Gbps \u7db2\u8def\u983b\u5bec\uff1b\u652f\u63f4\u81ea\u8a02\u6a5f\u5668\u985e\u578b\uff08Custom Machine Types\uff09\u3001Hyperdisk Balanced \u8207 Hyperdisk Throughput \u78c1\u789f\u5340\u3002<\/td><\/tr><tr><td>C4A Metal\uff08\u9810\u89bd\u7248\uff09<\/td><td>\u9069\u7528\u65bc\u5c08\u696d\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4f8b\u5982 Hypervisor \u8207\u539f\u751f Arm \u958b\u767c\u4f5c\u696d\u74b0\u5883\u3002<\/td><td>\u6700\u9ad8\u53ef\u642d\u8f09\u9054 96 \u500b vCPU\u3001768 GB DDR5 \u8a18\u61b6\u9ad4\uff1b\u652f\u63f4 Hyperdisk \u78c1\u789f\u5340\u5132\u5b58\u7a7a\u9593\uff0c\u4ee5\u53ca\u6700\u9ad8 100 Gbps \u7684\u7db2\u8def\u983b\u5bec\u3002<\/td><\/tr><tr><td>C4A<\/td><td>\u7a69\u5b9a\u4e14\u9ad8\u6548\u7684\u904b\u7b97\u6548\u80fd\u3002<\/td><td>\u53ef\u642d\u8f09\u9ad8\u9054 72 \u500b vCPU\u3001576 GB DDR5 \u8a18\u61b6\u9ad4\u3001\u652f\u63f4 100 Gbps Tier 1 \u7db2\u8def\u983b\u5bec\u3001Titanium SSD\uff08\u6700\u9ad8 6TB \u7684\u672c\u6a5f\u5132\u5b58\u5bb9\u91cf\uff09\u3001\u9032\u968e\u7dad\u8b77\u63a7\u5236\u9805\uff0c\u4e26\u652f\u63f4 Hyperdisk Balanced\u3001Throughput \u8207 Extreme \u78c1\u789f\u5340\u7684\u5132\u5b58\u9078\u9805\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Axion \u5167\u5efa\u7684\u9ad8\u6548\u80fd\uff0c\u4f7f\u5176\u6210\u70ba\u652f\u63f4\u73fe\u4ee3 AI \u5de5\u4f5c\u6d41\u7a0b\u7684\u7406\u60f3\u9078\u9805\u3002\u7576\u50cf Ironwood \u9019\u6a23\u7684\u5c08\u696d\u52a0\u901f\u5668\u8ca0\u8cac\u8655\u7406\u8907\u96dc\u7684\u6a21\u578b\u4f3a\u670d\u4efb\u52d9\u7684\u540c\u6642\uff0cAxion \u5247\u5728\u904b\u884c\u7684\u6838\u5fc3\u9aa8\u5e79\u5c64\u9762\u8868\u73fe\u51fa\u8272\uff1a\u652f\u63f4\u9ad8\u5bb9\u91cf\u7684\u8cc7\u6599\u6e96\u5099\u3001\u64f7\u53d6\uff0c\u4ee5\u53ca\u904b\u884c\u8a17\u7ba1\u4f01\u696d\u667a\u6167\u61c9\u7528\u7a0b\u5f0f\u7684\u61c9\u7528\u7a0b\u5f0f\u4f3a\u670d\u5668\u7684\u3002Axion \u5df2\u7d93\u70ba\u5ba2\u6236\u5e36\u4f86\u5be6\u8cea\u7684\u5f71\u97ff\uff1a<\/p>\n\n\n\n<p>Vimeo \u8a17\u7ba1\u8207\u4ea4\u4ed8\u71df\u904b\u8cc7\u6df1\u7e3d\u76e3 Joe Peled\uff1a\u300c\u5728 Vimeo\uff0c\u6211\u5011\u9577\u671f\u4ef0\u8cf4\u81ea\u8a02\u6a5f\u5668\u985e\u578b\uff08Custom Machine Types\uff09\u4f86\u6709\u6548\u7ba1\u7406\u6211\u5011\u9f90\u5927\u7684\u5f71\u7247\u8f49\u6a94\u5e73\u53f0\u3002\u6211\u5011\u5728\u65b0\u578b Axion N4A \u57f7\u884c\u500b\u9ad4\u4e0a\u7684\u521d\u6b65\u6e2c\u8a66\u7d50\u679c\u4ee4\u4eba\u975e\u5e38\u9a5a\u8c54\uff0c\u89e3\u9396\u4e86\u65b0\u7684\u6548\u7387\u6c34\u5e73\u3002\u8207\u540c\u7b49\u7d1a\u7684 x86 VM \u76f8\u6bd4\uff0c\u6211\u5011\u7684\u6838\u5fc3\u8f49\u6a94\u5de5\u4f5c\u8ca0\u8f09\u6548\u80fd\u63d0\u9ad8\u4e86 30%\u3002\u9019\u610f\u5473\u8457\u6211\u5011\u80fd\u5728\u7121\u9700\u6539\u8b8a\u71df\u904b\u6a21\u5f0f\u7684\u60c5\u6cc1\u4e0b\uff0c\u6539\u5584\u6211\u5011\u7684\u55ae\u4f4d\u7d93\u6fdf\u6548\u76ca\uff0c\u4e26\u4ee5\u66f4\u9ad8\u7684\u5229\u6f64\u64f4\u5c55\u670d\u52d9\u3002\u300d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"350\" height=\"99\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google09.png\" alt=\"\" class=\"wp-image-128854\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google09.png 350w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google09-300x85.png 300w\" sizes=\"(max-width: 350px) 100vw, 350px\" \/><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<p>ZoomInfo \u57fa\u790e\u67b6\u69cb\u9996\u5e2d\u67b6\u69cb\u5e2b Sergei Kore\uff1a\u300c\u5728 ZoomInfo\uff0c\u6211\u5011\u71df\u904b\u8457\u4e00\u500b\u6548\u7387\u81f3\u4e0a\u7684\u9f90\u5927\u7684\u6578\u64da\u667a\u6167\u5e73\u53f0\u3002\u6211\u5011\u7684\u6838\u5fc3\u8cc7\u6599\u8655\u7406\u6d41\u7a0b\uff0c\u5c0d\u65bc\u5411\u5ba2\u6236\u63d0\u4f9b\u5373\u6642\u6d1e\u5bdf\u81f3\u95dc\u91cd\u8981\uff0c\u9019\u4e9b\u6d41\u7a0b\u5ee3\u6cdb\u904b\u884c\u5728 GKE \u4e2d\u7684 Dataflow \u548c Java \u670d\u52d9\u4e0a\u3002\u5728\u6211\u5011\u5c0d N4A \u57f7\u884c\u500b\u9ad4\u7684\u9810\u89bd\u6e2c\u8a66\u4e2d\uff0c\u6e2c\u5f97\u9019\u4e9b\u95dc\u9375\u5de5\u4f5c\u8ca0\u8f09\u7684\u6027\u50f9\u6bd4\u76f8\u8f03\u65bc x86 \u7684\u540c\u985e\u7522\u54c1\u63d0\u5347\u4e86 60%\u3002\u9019\u4f7f\u6211\u5011\u80fd\u5920\u66f4\u6709\u6548\u7387\u5730\u64f4\u5c55\u5e73\u53f0\uff0c\u4e26\u66f4\u5feb\u5730\u70ba\u5ba2\u6236\u63d0\u4f9b\u66f4\u591a\u50f9\u503c\u3002\u300d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"374\" height=\"103\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google10.png\" alt=\"\" class=\"wp-image-128855\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google10.png 374w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google10-300x83.png 300w\" sizes=\"(max-width: 374px) 100vw, 374px\" \/><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<p>Rise \u96f2\u7aef\u8207\u8edf\u9ad4\u67b6\u69cb\u5e2b Or Ben Dahan\uff1a\u300c\u9077\u79fb\u5230 Google Cloud \u7684 Axion \u7522\u54c1\u7d44\u5408\u70ba\u6211\u5011\u5e36\u4f86\u4e86\u95dc\u9375\u7684\u7af6\u722d\u512a\u52e2\u3002\u6211\u5011\u5c07\u904b\u7b97\u6d88\u8017\u964d\u4f4e\u4e86 20%\uff0c\u540c\u6642\u900f\u904e C4A \u57f7\u884c\u500b\u9ad4\uff08\u4f8b\u5982\u6211\u5011\u7684\u4f9b\u61c9\u65b9\u5e73\u53f0 SSP \u5f8c\u7aef\u670d\u52d9\uff09\u4fdd\u6301\u4f4e\u5ef6\u9072\u548c\u7a69\u5b9a\u6027\u3002\u6b64\u5916\uff0cC4A \u4f7f\u6211\u5011\u80fd\u5920\u5229\u7528 Hyperdisk\uff0c\u70ba\u6211\u5011\u7684\u72c0\u614b\u6027\u5de5\u4f5c\u8ca0\u8f09\uff08stateful workloads\uff09 \u63d0\u4f9b\u7cbe\u78ba\u6240\u9700\u7684 IOPS\uff0c\u800c\u4e0d\u53d7\u57f7\u884c\u500b\u9ad4\u5927\u5c0f\u7684\u9650\u5236\u3002\u9019\u7a2e\u9748\u6d3b\u6027\u70ba\u6211\u5011\u5e36\u4f86\u5169\u5168\u5176\u7f8e\u7684\u512a\u52e2\u2500\u2500\u80fd\u70ba\u5ba2\u6236\u8d0f\u5f97\u66f4\u591a\u5ee3\u544a\u7af6\u50f9\uff0c\u540c\u6642\u986f\u8457\u63d0\u9ad8\u6211\u5011\u7684\u5229\u6f64\u3002\u6211\u5011\u6b63\u5728\u6e2c\u8a66 N4A \u7cfb\u5217\uff0c\u904b\u884c\u4f8b\u5982 API \u8f49\u9001\u670d\u52d9\u7b49\u4e00\u4e9b\u9700\u8981\u6700\u9ad8\u9748\u6d3b\u6027\u7684\u95dc\u9375\u5de5\u4f5c\u8ca0\u8f09\u3002\u6211\u5011\u5f88\u9ad8\u8208\u5206\u4eab\uff0c\u76ee\u524d\u5728\u751f\u7522\u74b0\u5883\u4e2d\u904b\u884c\u7684\u6578\u500b\u61c9\u7528\u7a0b\u5f0f\uff0c\u5176 CPU \u6d88\u8017\u91cf\u6bd4\u6211\u5011\u5148\u524d\u7684\u57fa\u790e\u67b6\u69cb\u6e1b\u5c11\u4e86 15%\uff0c\u9032\u4e00\u6b65\u964d\u4f4e\u4e86\u6210\u672c\uff0c\u540c\u6642\u78ba\u4fdd\u5408\u9069\u7684\u57f7\u884c\u500b\u9ad4\u80fd\u652f\u63f4\u6240\u9700\u7684\u5de5\u4f5c\u8ca0\u8f09\u7279\u6027\u3002\u300d<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"104\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2025\/11\/20251107-google11.png\" alt=\"\" class=\"wp-image-128856\" title=\"\"><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI\u8207\u65e5\u5e38\u904b\u7b97\u7684\u5f37\u5927\u7d44\u5408<\/strong><\/h3>\n\n\n\n<p>\u8981\u5728\u9019\u500b\u6a21\u578b\u67b6\u69cb\u3001\u8edf\u9ad4\u548c\u6280\u8853\u4e0d\u65b7\u6f14\u9032\u7684\u6642\u4ee3\u4e2d\u812b\u7a4e\u800c\u51fa\uff0c\u4f60\u7684\u4f01\u696d\u9700\u8981\u7d50\u5408<strong>\u5c08\u70ba\u6a21\u578b\u8a13\u7df4\u548c\u670d\u52d9\u6253\u9020\u7684 AI \u52a0\u901f\u5668<\/strong>\uff0c\u4ee5\u53ca\u80fd\u652f\u63f4\u5305\u542b AI \u61c9\u7528\u65e5\u5e38\u5de5\u4f5c\u8ca0\u8f09\u7684<strong>\u9ad8\u6548\u7684\u901a\u7528\u578b CPU<\/strong>\u3002<\/p>\n\n\n\n<p>\u7121\u8ad6\u4f60\u662f\u5c07 Ironwood \u548c Axion \u642d\u914d\u4f7f\u7528\uff0c\u6216\u662f\u5c07\u5b83\u5011\u8207 AI Hypercomputer \u4e0a\u63d0\u4f9b\u7684<a href=\"https:\/\/cloud.google.com\/products\/compute\" target=\"_blank\" rel=\"noreferrer noopener\">\u5176\u4ed6\u904b\u7b97\u9078\u9805<\/a>\u6df7\u5408\u642d\u914d\uff0c\u9019\u7a2e\u7cfb\u7d71\u7d1a\u7684\u89e3\u6c7a\u65b9\u6848\u90fd\u80fd\u63d0\u4f9b\u6700\u6975\u81f4\u7684\u9748\u6d3b\u6027\u548c\u80fd\u529b\uff0c\u4ee5\u61c9\u5c0d\u6700\u56b4\u82db\u7684\u5de5\u4f5c\u8ca0\u8f09\u3002<\/p>\n\n\n\n<p>\u7acb\u5373\u8a3b\u518a\u4ee5\u6e2c\u8a66&nbsp;<a href=\"https:\/\/cloud.google.com\/resources\/ironwood-tpu-interest?utm_source=cgc-blog&amp;utm_medium=blog&amp;utm_campaign=FY25-Q2-global-ENT33820-website-cs-ironwood-tpu-interest&amp;utm_content=ironwood_announcement_blog&amp;utm_term=ironwood&amp;hl=zh-TW\" target=\"_blank\" rel=\"noreferrer noopener\">Ironwood<\/a>\u3001Axion&nbsp;<a href=\"https:\/\/forms.gle\/HYY5FWRKewYuDMB27\" target=\"_blank\" rel=\"noreferrer noopener\">N4A<\/a>&nbsp;\u6216&nbsp;<a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSd14sMYz79SeRI665dM7lnUbsAg7zilVPdDfK2_6u1vBmiUfg\/viewform?usp=send_form\" target=\"_blank\" rel=\"noreferrer noopener\">C4A metal<\/a>\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><sub>\u672c\u6587\u4f5c\u8005\uff1aGoogle Cloud AI \u8207\u57fa\u790e\u67b6\u69cb\u526f\u7e3d\u88c1\u66a8\u7e3d\u7d93\u7406 Amin Vahdat\u3001Google Cloud \u904b\u7b97\u8207 AI \u57fa\u790e\u67b6\u69cb\u526f\u7e3d\u88c1\u66a8\u7e3d\u7d93\u7406 Mark Lohmeyer<\/sub><\/p>\n\n\n\n<p><br><sub>\u5099\u8a3b\uff1aIronwood TPU \u521d\u671f\u7684\u90e8\u7f72\u5c07\u96c6\u4e2d\u65bc\u7f8e\u570b\uff0c\u6211\u5011\u9810\u8a08\u5c07\u5728 2026 \u5e74\u4e2d\u5c07\u5176\u64f4\u5c55\u81f3\u5168\u7403\u5404\u500b\u5730\u5340\u3002<\/sub><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3000\u3000\u3000<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-right has-very-light-gray-to-cyan-bluish-gray-gradient-background has-background\">\ud83d\udfe2\u770bROG \u521d\u97f3\u672a\u4f86\u4e09\u5275\u5feb\u9583\u5e97\u8a18\u9304\uff0c<a href=\"https:\/\/reurl.cc\/Nx5RXQ\" data-type=\"link\" data-id=\"https:\/\/reurl.cc\/Nx5RXQ\" target=\"_blank\" rel=\"noreferrer noopener\">\u7559\u8a00\u5c31\u6709\u6a5f\u6703\u7368\u5f97\u521d\u97f3\u672a\u4f86\u5a92\u9ad4\u79ae<\/a><br>\ud83d\udfe6\u4ec0\u9ebc!?\u804a\u5929\u6253\u5c41\u4e5f\u53ef\u4ee5\u62bd\u734e\u52f5!! <a href=\"https:\/\/reurl.cc\/5blVWq\" data-type=\"link\" data-id=\"https:\/\/reurl.cc\/5blVWq\" target=\"_blank\" rel=\"noreferrer noopener\">11\u6708\u641e\u754f\u6709\u79ae\u6d3b\u52d5<\/a>\u73fe\u6b63\u9032\u884c\u4e2d!! <br>\ud83d\udfe6\u73fe\u5728\u5c31\u52a0\u5165&nbsp;ioioTIMES \u81c9\u66f8\u7c89\u7d72\u5718&nbsp;\u66f4\u591a\u4e92\u52d5\u3001\u66f4\u591a\u597d\u5eb7\u650f\u62b5\u52a0!!<br>\ud83d\udfe6<strong>\u6211\u5011\u6709<a href=\"https:\/\/today.line.me\/tw\/v2\/publisher\/103117\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LINE TODAY<\/a>\u983b\u9053\u4e86\uff0c\u5feb\u4f86\u8ffd\u8e2a\u6211\u5011\u5427!!&#8211;\u6700\u65b0\u79d1\u6280\u65b0\u805e \u76e1\u5728\u4f60<\/strong>\u624b<\/h4>\n","protected":false},"excerpt":{"rendered":"<p>\u73fe\u4eca\u7684\u5148\u9032\u6a21\u578b\uff0c\u5305\u62ec Google <\/p>\n","protected":false},"author":3,"featured_media":128846,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[13],"tags":[15945,15944,580,3756,15943],"class_list":["post-128793","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai","tag-axion","tag-focus","tag-google-cloud","tag-ironwood-tpu"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/128793"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=128793"}],"version-history":[{"count":3,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/128793\/revisions"}],"predecessor-version":[{"id":128857,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/128793\/revisions\/128857"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/128846"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=128793"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=128793"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=128793"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}