{"id":687,"date":"2026-11-06T11:00:21","date_gmt":"2026-11-06T03:00:21","guid":{"rendered":"https:\/\/btc354.com\/index.php\/2026\/11\/06\/hbm%e4%bb%85%e5%a2%9e3%e5%8d%b4%e6%8d%a2%e6%9d%a530%e5%80%8d%e5%90%9e%e5%90%90%ef%bc%9a%e6%b7%b1%e5%ba%a6%e6%8b%86%e8%a7%a3%e8%8b%b1%e4%bc%9f%e8%be%be%e5%85%a8%e6%a0%88%e5%8d%8f%e5%90%8c%e8%ae%be\/"},"modified":"2026-11-06T11:00:22","modified_gmt":"2026-11-06T03:00:22","slug":"hbm%e4%bb%85%e5%a2%9e3%e5%8d%b4%e6%8d%a2%e6%9d%a530%e5%80%8d%e5%90%9e%e5%90%90%ef%bc%9a%e6%b7%b1%e5%ba%a6%e6%8b%86%e8%a7%a3%e8%8b%b1%e4%bc%9f%e8%be%be%e5%85%a8%e6%a0%88%e5%8d%8f%e5%90%8c%e8%ae%be","status":"publish","type":"post","link":"https:\/\/btc354.com\/index.php\/2026\/11\/06\/hbm%e4%bb%85%e5%a2%9e3%e5%8d%b4%e6%8d%a2%e6%9d%a530%e5%80%8d%e5%90%9e%e5%90%90%ef%bc%9a%e6%b7%b1%e5%ba%a6%e6%8b%86%e8%a7%a3%e8%8b%b1%e4%bc%9f%e8%be%be%e5%85%a8%e6%a0%88%e5%8d%8f%e5%90%8c%e8%ae%be\/","title":{"rendered":"HBM\u4ec5\u589e3%\u5374\u6362\u676530\u500d\u541e\u5410\uff1a\u6df1\u5ea6\u62c6\u89e3\u82f1\u4f1f\u8fbe\u5168\u6808\u534f\u540c\u8bbe\u8ba1\u5982\u4f55\u51fb\u7a7fAI\u5185\u5b58\u5899"},"content":{"rendered":"<div class=\"doc-spec-grid\">\n<div class=\"doc-spec-item\"><span class=\"doc-spec-label\">\ud83c\udfaf \u6838\u5fc3\u6280\u672f<\/span><span class=\"doc-spec-value\">\u5168\u6808\u534f\u540c\u8bbe\u8ba1 \/ NVFP4 \/ Dynamo \/ CMX<\/span><\/div>\n<div class=\"doc-spec-item\"><span class=\"doc-spec-label\">\u26a1 \u67b6\u6784\u96be\u5ea6<\/span><span class=\"doc-spec-value\">\u8d44\u6df1\u67b6\u6784\u7ea7 (Level 3-4)<\/span><\/div>\n<div class=\"doc-spec-item\"><span class=\"doc-spec-label\">\ud83d\ude80 \u6838\u5fc3\u6536\u76ca<\/span><span class=\"doc-spec-value\">\u6bcf\u7f8e\u5143\u541e\u5410\u91cf\u6700\u9ad8 30x \/ HBM \u4ec5 +3%<\/span><\/div>\n<\/div>\n<blockquote class=\"doc-lead\"><p><strong>\u5bfc\u8bed\uff1a<\/strong>\u8fc7\u53bb\u4e24\u5e74\uff0c\u6574\u4e2a\u884c\u4e1a\u9ed8\u8ba4\u4e86\u4e00\u6761\u7ebf\u6027\u516c\u5f0f\uff1a\u6a21\u578b\u8d8a\u5927\u3001\u4e0a\u4e0b\u6587\u8d8a\u957f\uff0c\u5c31\u9700\u8981\u8d8a\u591a\u7684 HBM\u3002\u4f46\u82f1\u4f1f\u8fbe\u6700\u65b0\u53d1\u5e03\u7684\u6280\u672f\u89e3\u8bfb\u7ed9\u51fa\u4e86\u4e00\u4e2a\u53cd\u76f4\u89c9\u7684\u7ed3\u8bba\u2014\u2014\u5728 Vera Rubin NVL72 \u4e0a\uff0c\u6bcf GPU \u7684 HBM \u5bb9\u91cf\u76f8\u6bd4 GB300 NVL72 \u4ec5\u589e\u52a0\u7ea6 3%\uff0c\u6bcf\u7f8e\u5143\u667a\u80fd\u4f53\u541e\u5410\u91cf\u5374\u6700\u9ad8\u63d0\u5347 30 \u500d\u3002\u8fd9\u610f\u5473\u7740 AI \u7b97\u529b\u7ade\u4e89\u7684\u4e3b\u6218\u573a\uff0c\u6b63\u4ece\u300c\u5806\u663e\u5b58\u300d\u8f6c\u5411\u300c\u6bcf\u5b57\u8282\u3001\u6bcf\u74e6\u7279\u80fd\u4ea7\u51fa\u591a\u5c11\u6709\u6548 token\u300d\u3002\u672c\u6587\u4ee5\u67b6\u6784\u5e08\u89c6\u89d2\uff0c\u9010\u5c42\u62c6\u89e3\u8fd9\u5957\u5168\u6808\u534f\u540c\u8bbe\u8ba1\u80cc\u540e\u7684\u5de5\u7a0b\u903b\u8f91\u3002<\/p><\/blockquote>\n<figure class=\"doc-figure\"><img decoding=\"async\" src=\"https:\/\/btc354.com\/wp-content\/uploads\/2026\/11\/tech-hbme4bb85e5a29e3e58db4e68da2e69da530e5808de5909ee59090efbc9ae6b7b1e5baa6e68b86e8a7a3e88bb1e4bc9fe8bebee585a8e6a088e58d8fe5908ce8aebe-1793934022.jpg\" alt=\"HBM\u4ec5\u589e3%\u5374\u6362\u676530\u500d\u541e\u5410\uff1a\u6df1\u5ea6\u62c6\u89e3\u82f1\u4f1f\u8fbe\u5168\u6808\u534f\u540c\u8bbe\u8ba1\u5982\u4f55\u51fb\u7a7fAI\u5185\u5b58\u5899\" \/><figcaption>\u56fe 1\uff1a\u82f1\u4f1f\u8fbe\u5168\u6808\u534f\u540c\u8bbe\u8ba1\u4e0b\u7684AI\u5de5\u5382\u5185\u5b58\u5206\u5c42\u67b6\u6784\u793a\u610f<\/figcaption><\/figure>\n<h2 class=\"doc-h2\">\u4e00\u3001\u95ee\u9898\u91cd\u5b9a\u4e49\uff1a\u4e3a\u4ec0\u4e48\u300c\u52a0 HBM\u300d\u4e0d\u518d\u662f\u89e3\u836f<\/h2>\n<p class=\"doc-p\">\u5728\u63a8\u7406\u94fe\u8def\u4e0a\uff0cHBM \u627f\u62c5\u7740\u53cc\u91cd\u8eab\u4efd\uff1a\u65e2\u8981\u627f\u8f7d\u6a21\u578b\u6743\u91cd\uff0c\u53c8\u8981\u4fdd\u5b58 KV \u7f13\u5b58\u2014\u2014\u540e\u8005\u8bb0\u5f55\u4e86\u6a21\u578b\u7406\u89e3\u5f53\u524d\u8bf7\u6c42\u6240\u9700\u7684\u5168\u90e8\u4e0a\u4e0b\u6587\u3002\u667a\u80fd\u4f53\uff08Agent\uff09\u5de5\u4f5c\u6d41\u7684\u51fa\u73b0\uff0c\u628a\u8fd9\u4efd\u538b\u529b\u653e\u5927\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\uff1a\u4e00\u6b21\u4efb\u52a1\u4f1a\u5728\u591a\u6b21\u6a21\u578b\u8c03\u7528\u4e0e\u5de5\u5177\u8c03\u7528\u4e4b\u95f4\u6301\u7eed\u643a\u5e26\u5386\u53f2\u4e0a\u4e0b\u6587\uff0c\u90e8\u5206\u573a\u666f\u9700\u8981\u5904\u7406\u591a\u8fbe 300 \u4e07\u4e2a token\uff1bRAG \u53c8\u4f1a\u628a\u4f01\u4e1a\u8d44\u6599\u585e\u8fdb\u63d0\u793a\u8bcd\uff0c\u8fdb\u4e00\u6b65\u63a8\u9ad8\u5185\u5b58\u5360\u7528\u3002<\/p>\n<p class=\"doc-p\">\u82f1\u4f1f\u8fbe\u5728\u6280\u672f\u89e3\u8bfb\u4e2d\u7ed9\u51fa\u4e86\u4e00\u4e2a\u975e\u5e38\u7cbe\u51c6\u7684\u7c7b\u6bd4\uff1a<strong>HBM \u662f\u4ed3\u5e93\uff0c\u5185\u5b58\u5e26\u5bbd\u662f\u88c5\u5378\u53e3<\/strong>\u3002\u4ed3\u5e93\u518d\u5927\uff0c\u5982\u679c\u88c5\u5378\u53e3\u541e\u5410\u8ddf\u4e0d\u4e0a\uff0c\u8d27\u7269\u8fdb\u51fa\u5c31\u4f1a\u5835\u6b7b\u2014\u2014\u8fd9\u5c31\u662f\u7ecf\u5178\u7684\u300c\u5185\u5b58\u5899\u300d\u3002\u6b64\u65f6\u5355\u7eaf\u6269\u5bb9 HBM\uff0c\u65b0\u589e\u5bb9\u91cf\u65e0\u6cd5\u6709\u6548\u8f6c\u5316\u4e3a\u670d\u52a1\u80fd\u529b\uff0c\u53ea\u4f1a\u53d8\u6210\u6602\u8d35\u7684\u95f2\u7f6e\u9762\u79ef\u3002<\/p>\n<div class=\"doc-callout doc-callout-info\">\n<div class=\"doc-callout-title\">\ud83d\udca1 \u67b6\u6784\u6838\u5fc3\u51b3\u7b56<\/div>\n<p>\u5185\u5b58\u74f6\u9888\u7684\u672c\u8d28\u4e0d\u662f\u300c\u5bb9\u91cf\u4e0d\u8db3\u300d\uff0c\u800c\u662f\u300c\u6570\u636e\u6ca1\u6709\u5f85\u5728\u5408\u9002\u7684\u5c42\u7ea7\u300d\u3002\u7834\u5c40\u65b9\u5411\u4e0d\u662f\u4e70\u66f4\u591a HBM\uff0c\u800c\u662f\u628a\u6570\u636e\u538b\u7f29\u3001\u5206\u5c42\u653e\u7f6e\uff0c\u5e76\u5728\u9700\u8981\u4e4b\u524d\u63d0\u524d\u9001\u56de GPU\u3002\u8fd9\u662f\u5178\u578b\u7684\u5b58\u50a8\u5c42\u6b21\u5316\uff08Memory Hierarchy\uff09\u601d\u60f3\u5728 AI \u5de5\u5382\u5c3a\u5ea6\u4e0a\u7684\u91cd\u6f14\u3002<\/p><\/div>\n<h2 class=\"doc-h2\">\u4e8c\u3001\u4e94\u5c42\u534f\u540c\uff1a\u5168\u6808\u8bbe\u8ba1\u7684\u5185\u5b58\u5206\u5c42\u62c6\u89e3<\/h2>\n<p class=\"doc-p\">\u82f1\u4f1f\u8fbe\u63d0\u51fa\u7684\u300c\u5168\u6808\u534f\u540c\u8bbe\u8ba1\u300d\uff0c\u628a GPU\u3001CPU\u3001\u7f51\u7edc\u3001\u5b58\u50a8\u548c\u8f6f\u4ef6\u89c6\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u8c03\u5ea6\u5185\u5b58\u3002\u843d\u5230\u5177\u4f53\u673a\u5236\u4e0a\uff0c\u53ef\u4ee5\u62c6\u6210\u4e94\u4e2a\u76f8\u4e92\u54ac\u5408\u7684\u5c42\u6b21\u3002<\/p>\n<h3 class=\"doc-h3\">2.1 \u7cbe\u5ea6\u5c42\uff1aNVFP4 \u538b\u7f29\u6743\u91cd\u4e0e KV \u7f13\u5b58<\/h3>\n<p class=\"doc-p\">\u6700\u76f4\u63a5\u7684\u4e00\u5200\u780d\u5728\u6570\u636e\u4f53\u79ef\u4e0a\u3002NVFP4 \u4f4e\u7cbe\u5ea6\u683c\u5f0f\u540c\u65f6\u4f5c\u7528\u4e8e\u6a21\u578b\u6743\u91cd\u4e0e KV \u7f13\u5b58\uff0c\u7528\u66f4\u5c11\u7684\u6bd4\u7279\u8868\u8fbe\u540c\u7b49\u4fe1\u606f\u91cf\u3002\u8fd9\u662f\u6240\u6709\u4f18\u5316\u4e2d\u300c\u6027\u4ef7\u6bd4\u300d\u6700\u9ad8\u7684\u4e00\u5c42\u2014\u2014\u4e0d\u9700\u8981\u989d\u5916\u786c\u4ef6\uff0c\u7eaf\u9760\u6570\u503c\u683c\u5f0f\u6362\u7a7a\u95f4\u4e0e\u5e26\u5bbd\u3002<\/p>\n<h3 class=\"doc-h3\">2.2 \u8bbe\u5907\u5c42\uff1aNVL72 \u6743\u91cd\u5206\u7247<\/h3>\n<p class=\"doc-p\">\u5728 NVL72 \u7cfb\u7edf\u4e2d\uff0c\u6a21\u578b\u6743\u91cd\u53ef\u5206\u6563\u81f3\u6700\u591a 72 \u9897 GPU\u3002\u5355\u5361\u4e0d\u518d\u9700\u8981\u88c5\u4e0b\u5b8c\u6574\u6a21\u578b\uff0c\u6743\u91cd\u88ab\u644a\u8584\u5230\u6574\u4e2a\u673a\u67dc\u5c3a\u5ea6\uff0c\u5355\u5361 HBM \u538b\u529b\u968f\u4e4b\u4e0b\u964d\u3002<\/p>\n<h3 class=\"doc-h3\">2.3 \u4e3b\u673a\u5c42\uff1aVera CPU \u7684 LPDDR \u5c31\u8fd1\u7f13\u51b2<\/h3>\n<p class=\"doc-p\">\u6682\u505c\u7684\u4e0a\u4e0b\u6587\u4e0d\u5fc5\u957f\u671f\u9738\u5360 HBM\uff0c\u800c\u662f\u4e0b\u6c89\u5230 Vera CPU \u7684\u5927\u5bb9\u91cf LPDDR \u5185\u5b58\u4e2d\u505a\u5c31\u8fd1\u7f13\u51b2\u3002\u8fd9\u662f\u4e00\u5c42\u300c\u6e29\u6570\u636e\u300d\u7f13\u5b58\uff0c\u517c\u987e\u4e86\u5bb9\u91cf\u4e0e\u8bbf\u95ee\u5ef6\u8fdf\u3002<\/p>\n<h3 class=\"doc-h3\">2.4 \u8f6f\u4ef6\u5c42\uff1aDynamo \u4e0e CMX \u4e0a\u4e0b\u6587\u5b58\u50a8<\/h3>\n<p class=\"doc-p\">Dynamo \u63a8\u7406\u8f6f\u4ef6\u8d1f\u8d23\u628a\u4e0d\u6d3b\u8dc3\u4e0a\u4e0b\u6587\u8fc1\u79fb\u81f3 CMX \u4e0a\u4e0b\u6587\u5b58\u50a8\uff0c\u5e76\u5728\u590d\u7528\u524d\u53d6\u56de\u3002\u8fd9\u4e00\u5c42\u628a\u300c\u4e0a\u4e0b\u6587\u751f\u547d\u5468\u671f\u7ba1\u7406\u300d\u4ece\u786c\u4ef6\u95ee\u9898\u53d8\u6210\u4e86\u8f6f\u4ef6\u8c03\u5ea6\u95ee\u9898\u2014\u2014\u51b7\u4e0a\u4e0b\u6587\u4e0b\u6c89\u3001\u70ed\u4e0a\u4e0b\u6587\u4e0a\u6d6e\uff0c\u672c\u8d28\u662f\u4e00\u5957\u9762\u5411 KV \u7f13\u5b58\u7684\u7f13\u5b58\u6dd8\u6c70\u4e0e\u9884\u53d6\u7b56\u7565\u3002<\/p>\n<h3 class=\"doc-h3\">2.5 \u5b58\u50a8\u5c42\uff1aRAG \u7d22\u5f15\u5916\u7f6e<\/h3>\n<p class=\"doc-p\">RAG \u7d22\u5f15\u53ef\u4ee5\u4fdd\u7559\u5728 CPU \u4e0e\u5b58\u50a8\u4fa7\uff0c\u907f\u514d\u957f\u671f\u5360\u7528\u5b9d\u8d35\u7684 HBM\u3002\u68c0\u7d22\u53d1\u751f\u5728\u5b58\u50a8\u5c42\uff0c\u53ea\u6709\u771f\u6b63\u547d\u4e2d\u7684\u7247\u6bb5\u624d\u88ab\u9001\u5165 GPU \u4fa7\u53c2\u4e0e\u8ba1\u7b97\u3002<\/p>\n<div class=\"doc-table-wrapper\">\n<table class=\"doc-table\">\n<thead>\n<tr>\n<th>\u5c42\u7ea7<\/th>\n<th>\u627f\u8f7d\u6570\u636e<\/th>\n<th>\u5173\u952e\u673a\u5236<\/th>\n<th>\u67b6\u6784\u6536\u76ca<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7cbe\u5ea6\u5c42<\/td>\n<td>\u6743\u91cd \/ KV \u7f13\u5b58<\/td>\n<td>NVFP4 \u4f4e\u7cbe\u5ea6\u538b\u7f29<\/td>\n<td><span class=\"badge-tag-green\">\u4f53\u79ef\u4e0e\u5e26\u5bbd\u53cc\u964d<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u8bbe\u5907\u5c42<\/td>\n<td>\u6a21\u578b\u6743\u91cd<\/td>\n<td>NVL72 \u6700\u591a 72 \u5361\u5206\u7247<\/td>\n<td><span class=\"badge-tag-green\">\u5355\u5361 HBM \u538b\u529b\u644a\u8584<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u673a\u5c42<\/td>\n<td>\u6682\u505c\u4e0a\u4e0b\u6587<\/td>\n<td>Vera CPU LPDDR \u7f13\u51b2<\/td>\n<td><span class=\"badge-tag-green\">\u5bb9\u91cf\u6362\u5ef6\u8fdf<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u8f6f\u4ef6\u5c42<\/td>\n<td>\u4e0d\u6d3b\u8dc3\u4e0a\u4e0b\u6587<\/td>\n<td>Dynamo \u8fc1\u79fb\u81f3 CMX<\/td>\n<td><span class=\"badge-tag-green\">\u6309\u9700\u53d6\u56de\u3001\u51b7\u70ed\u5206\u5c42<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u5b58\u50a8\u5c42<\/td>\n<td>RAG \u7d22\u5f15<\/td>\n<td>\u7d22\u5f15\u5916\u7f6e CPU\/\u5b58\u50a8\u4fa7<\/td>\n<td><span class=\"badge-tag-green\">\u91ca\u653e HBM \u957f\u671f\u5360\u7528<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2 class=\"doc-h2\">\u4e09\u3001\u6570\u636e\u8bf4\u8bdd\uff1a30 \u500d\u4ece\u4f55\u800c\u6765<\/h2>\n<p class=\"doc-p\">\u82f1\u4f1f\u8fbe\u63f4\u5f15 SemiAnalysis AgentX \u57fa\u51c6\u7ed9\u51fa\u4e86\u4e24\u7ec4\u5173\u952e\u6570\u636e\uff0c\u503c\u5f97\u9010\u5b57\u9605\u8bfb\uff1a<\/p>\n<ul class=\"doc-list\">\n<li>\u5728\u6bcf\u7528\u6237\u6bcf\u79d2 125 token \u7684\u6761\u4ef6\u4e0b\uff0c<strong>Vera Rubin NVL72 \u76f8\u8f83 GB300 NVL72 \u7684\u6bcf\u7f8e\u5143\u667a\u80fd\u4f53\u541e\u5410\u91cf\u6700\u9ad8\u63d0\u5347 30 \u500d<\/strong>\uff0c\u800c\u6bcf GPU \u7684 HBM \u5bb9\u91cf\u4ec5\u589e\u52a0\u7ea6 3%\u3002<\/li>\n<li>GB300 NVL72 \u8f83 H200 \u5e73\u53f0\u5728\u6bcf\u7528\u6237\u6bcf\u79d2 100 token \u6761\u4ef6\u4e0b\uff0c\u6bcf\u7f8e\u5143\u541e\u5410\u91cf\u6700\u9ad8\u63d0\u5347 10 \u500d\u3002<\/li>\n<\/ul>\n<p class=\"doc-p\">\u8bf7\u6ce8\u610f\u5206\u6bcd\uff1a\u662f\u300c\u6bcf\u7f8e\u5143\u300d\uff0c\u4e0d\u662f\u300c\u6bcf\u5361\u300d\u3002\u8fd9\u4e2a\u53e3\u5f84\u7684\u8f6c\u53d8\u6781\u5176\u5173\u952e\u2014\u2014\u5b83\u628a\u8bc4\u4f30\u91cd\u5fc3\u4ece\u786c\u4ef6\u89c4\u683c\u8868\u62c9\u56de\u5230\u4e86\u5355\u4f4d\u7ecf\u6d4e\u6027\uff08Unit Economics\uff09\u30023% \u7684 HBM \u589e\u91cf\u64ac\u52a8 30 \u500d\u7684\u6bcf\u7f8e\u5143\u541e\u5410\uff0c\u8bf4\u660e\u589e\u76ca\u4e3b\u8981\u6765\u81ea\u6570\u636e\u653e\u7f6e\u4e0e\u8c03\u5ea6\u6548\u7387\uff0c\u800c\u975e\u7269\u7406\u5bb9\u91cf\u7684\u5806\u780c\u3002<\/p>\n<div class=\"doc-callout doc-callout-warning\">\n<div class=\"doc-callout-title\">\u26a0\ufe0f \u751f\u4ea7\u907f\u5751\u98ce\u9669<\/div>\n<p>\u300c\u6700\u9ad8\u63d0\u5347 30 \u500d\u300d\u662f\u7279\u5b9a\u57fa\u51c6\uff08AgentX\uff09\u3001\u7279\u5b9a\u8d1f\u8f7d\uff08125 token\/s\/\u7528\u6237\uff09\u4e0b\u7684\u5cf0\u503c\u6570\u636e\uff0c\u4e14\u9ad8\u5ea6\u4f9d\u8d56 NVL72 \u6574\u673a\u67dc\u4e0e Dynamo \u8f6f\u4ef6\u6808\u7684\u5b8c\u6574\u90e8\u7f72\u3002\u5207\u52ff\u5c06\u5176\u7b80\u5355\u5916\u63a8\u4e3a\u4efb\u610f\u6a21\u578b\u3001\u4efb\u610f\u5e76\u53d1\u4e0b\u7684\u901a\u7528\u52a0\u901f\u6bd4\u3002\u505a\u5bb9\u91cf\u89c4\u5212\u65f6\uff0c\u52a1\u5fc5\u4ee5\u81ea\u8eab\u4e1a\u52a1\u8d1f\u8f7d\u505a\u7aef\u5230\u7aef\u538b\u6d4b\u3002<\/p><\/div>\n<h2 class=\"doc-h2\">\u56db\u3001\u67b6\u6784\u5e08\u89c6\u89d2\u7684\u843d\u5730\u542f\u793a<\/h2>\n<p class=\"doc-p\">\u629b\u5f00\u5382\u5546\u53d9\u4e8b\uff0c\u8fd9\u5957\u65b9\u6848\u5bf9\u81ea\u5efa\u63a8\u7406\u96c6\u7fa4\u7684\u56e2\u961f\u6709\u4e09\u6761\u53ef\u8fc1\u79fb\u7684\u65b9\u6cd5\u8bba\uff1a<\/p>\n<h3 class=\"doc-h3\">4.1 \u628a KV \u7f13\u5b58\u5f53\u4f5c\u4e00\u7b49\u516c\u6c11\u6765\u6cbb\u7406<\/h3>\n<p class=\"doc-p\">KV \u7f13\u5b58\u7684\u751f\u547d\u5468\u671f\u7ba1\u7406\uff08\u4e0b\u6c89\u3001\u8fc1\u79fb\u3001\u9884\u53d6\u3001\u590d\u7528\uff09\u5e94\u5f53\u50cf\u6570\u636e\u5e93\u7684 Buffer Pool \u4e00\u6837\u88ab\u663e\u5f0f\u8bbe\u8ba1\uff0c\u800c\u4e0d\u662f\u4ea4\u7ed9\u6846\u67b6\u9ed8\u8ba4\u884c\u4e3a\u3002Dynamo + CMX \u7684\u7ec4\u5408\u672c\u8d28\u4e0a\u5c31\u662f\u4e00\u5957\u9762\u5411\u4e0a\u4e0b\u6587\u7684\u7f13\u5b58\u7cfb\u7edf\u3002<\/p>\n<h3 class=\"doc-h3\">4.2 \u7528\u300c\u6bcf\u7f8e\u5143\u6709\u6548 token\u300d\u66ff\u4ee3\u300c\u663e\u5b58\u5bb9\u91cf\u300d\u4f5c\u4e3a\u6838\u5fc3\u6307\u6807<\/h3>\n<p class=\"doc-p\">\u91c7\u8d2d\u4e0e\u67b6\u6784\u8bc4\u5ba1\u65f6\uff0c\u663e\u5b58\u5bb9\u91cf\u662f\u8f93\u5165\u800c\u975e\u4ea7\u51fa\u3002\u771f\u6b63\u8be5\u76ef\u7684\u662f\u5355\u4f4d\u6210\u672c\u4e0b\u7684\u6709\u6548\u541e\u5410\uff0c\u8fd9\u8feb\u4f7f\u56e2\u961f\u53bb\u4f18\u5316\u6570\u636e\u653e\u7f6e\uff0c\u800c\u4e0d\u662f\u65e0\u8111\u52a0\u5361\u3002<\/p>\n<h3 class=\"h3 doc-h3\">4.3 \u5206\u5c42\u601d\u60f3\u53ef\u4ee5\u8de8\u5382\u5546\u590d\u7528<\/h3>\n<p class=\"doc-p\">\u5373\u4fbf\u4e0d\u4f7f\u7528\u82f1\u4f1f\u8fbe\u5168\u5bb6\u6876\uff0cNVFP4 \u5f0f\u7684\u4f4e\u7cbe\u5ea6\u91cf\u5316\u3001\u6743\u91cd\u5206\u7247\u3001CPU \u4fa7\u4e0a\u4e0b\u6587\u7f13\u51b2\u3001RAG \u7d22\u5f15\u5916\u7f6e\u8fd9\u4e9b\u624b\u6bb5\uff0c\u5728\u5f00\u6e90\u63a8\u7406\u6808\u4e2d\u540c\u6837\u6709\u5bf9\u5e94\u5b9e\u73b0\u8def\u5f84\u3002<\/p>\n<div class=\"doc-callout doc-callout-danger\">\n<div class=\"doc-callout-title\">\ud83d\udea8 \u4e25\u91cd\u9690\u60a3\u544a\u8b66<\/div>\n<p>\u5168\u6808\u534f\u540c\u8bbe\u8ba1\u7684\u53e6\u4e00\u9762\u662f\u6df1\u5ea6\u7ed1\u5b9a\uff1aNVFP4\u3001Dynamo\u3001CMX\u3001NVL72 \u4e4b\u95f4\u5b58\u5728\u5f3a\u8026\u5408\uff0c\u4efb\u4f55\u4e00\u5c42\u66ff\u6362\u90fd\u53ef\u80fd\u8ba9\u6574\u4f53\u6536\u76ca\u5927\u5e45\u7f29\u6c34\u3002\u8bc4\u4f30\u6b64\u7c7b\u65b9\u6848\u65f6\uff0c\u5fc5\u987b\u628a\u300c\u53ef\u8fc1\u79fb\u6027\u300d\u4e0e\u300c\u4f9b\u5e94\u5546\u9501\u5b9a\u6210\u672c\u300d\u7eb3\u5165 TCO \u6a21\u578b\uff0c\u800c\u975e\u53ea\u770b\u5cf0\u503c\u541e\u5410\u3002<\/p><\/div>\n<h2 class=\"doc-h2\">\u4e94\u3001\u7ed3\u8bba\uff1a\u5185\u5b58\u5899\u7684\u7834\u6cd5\u5728\u5899\u5916<\/h2>\n<p class=\"doc-p\">\u82f1\u4f1f\u8fbe\u8fd9\u4efd\u6280\u672f\u89e3\u8bfb\u6700\u6709\u4ef7\u503c\u7684\u5730\u65b9\uff0c\u4e0d\u5728\u4e8e 30 \u500d\u8fd9\u4e2a\u6570\u5b57\uff0c\u800c\u5728\u4e8e\u5b83\u91cd\u65b0\u5b9a\u4e49\u4e86\u95ee\u9898\uff1aAI \u5185\u5b58\u74f6\u9888\u4e0d\u662f\u300cHBM \u4e0d\u591f\u591a\u300d\uff0c\u800c\u662f\u300c\u6570\u636e\u6ca1\u6709\u5728\u6b63\u786e\u7684\u5c42\u7ea7\u3001\u6b63\u786e\u7684\u65f6\u95f4\u51fa\u73b0\u300d\u3002\u5f53\u884c\u4e1a\u7ade\u4e89\u4ece\u300c\u663e\u5b58\u591a\u5c11\u300d\u8f6c\u5411\u300c\u6bcf\u5b57\u8282\u3001\u6bcf\u74e6\u7279\u80fd\u4ea7\u51fa\u591a\u5c11\u6709\u6548 token\u300d\uff0c\u67b6\u6784\u5e08\u7684\u5de5\u4f5c\u91cd\u5fc3\u4e5f\u968f\u4e4b\u4ece\u786c\u4ef6\u9009\u578b\uff0c\u8f6c\u5411\u6570\u636e\u653e\u7f6e\u7b56\u7565\u4e0e\u8c03\u5ea6\u8f6f\u4ef6\u7684\u8bbe\u8ba1\u3002<\/p>\n<p class=\"doc-p\">\u5bf9\u7edd\u5927\u591a\u6570\u56e2\u961f\u800c\u8a00\uff0c\u77ed\u671f\u5185\u65e0\u6cd5\u590d\u5236\u6574\u673a\u67dc\u65b9\u6848\uff0c\u4f46\u300c\u538b\u7f29\u3001\u5206\u5c42\u3001\u9884\u53d6\u3001\u5916\u7f6e\u300d\u8fd9\u516b\u4e2a\u5b57\uff0c\u662f\u4efb\u4f55\u89c4\u6a21\u4e0b\u90fd\u80fd\u7acb\u523b\u7740\u624b\u7684\u5185\u5b58\u4f18\u5316\u7eb2\u9886\u3002<\/p>\n<div class=\"doc-ref-box\">\n  <strong>\u539f\u6587\u51fa\u5904\u4e0e\u6743\u5a01\u6eaf\u6e90\u58f0\u660e\uff1a<\/strong><br \/>\n  \u672c\u6587\u6838\u5fc3\u6280\u672f\u80cc\u666f\u6e90\u81ea\u6d77\u5916\u4e00\u7ebf\u6280\u672f\u7814\u7a76\uff1a<br \/>\n  <a href=\"https:\/\/www.ithome.com\/1\/023\/025.htm\" target=\"_blank\" rel=\"noopener noreferrer\">IT\u4e4b\u5bb6\uff1a\u82f1\u4f1f\u8fbe\u7834\u5c40 AI \u5185\u5b58\u74f6\u9888\uff08\u539f\u59cb\u62a5\u9053\uff09<\/a>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53HBM\u4f9b\u5e94\u8d8b\u7d27\u3001\u4ef7\u683c\u9ad8\u4f01\uff0c\u82f1\u4f1f\u8fbe\u7528\u4e00\u4efd\u6280\u672f\u89e3\u8bfb\u7ed9\u51fa\u53cd\u76f4\u89c9\u7b54\u6848\uff1aVera Rubin NVL72\u5728\u6bcfGPU HBM\u5bb9\u91cf\u4ec5\u589e\u7ea63%\u7684\u524d\u63d0\u4e0b\uff0c\u6bcf\u7f8e\u5143\u667a\u80fd\u4f53\u541e\u5410\u91cf\u6700\u9ad8\u63d0\u534730\u500d\u3002\u672c\u6587\u4ece\u67b6\u6784\u5e08\u89c6\u89d2\u62c6\u89e3NVFP4\u538b\u7f29\u3001NVL72\u6743\u91cd\u5206\u7247\u3001Vera LPDDR\u7f13\u51b2\u3001Dynamo\u4e0a\u4e0b\u6587\u8fc1\u79fb\u4e0eCMX\u5b58\u50a8\u4e94\u5c42\u534f\u540c\uff0c\u5256\u6790\u7b97\u529b\u7ade\u4e89\u4ece\u201c\u663e\u5b58\u591a\u5c11\u201d\u8f6c\u5411\u201c\u6bcf\u5b57\u8282\u6bcf\u74e6\u7279\u4ea7\u51fa\u591a\u5c11\u6709\u6548token\u201d\u7684\u5e95\u5c42\u903b\u8f91\u4e0e\u843d\u5730\u542f\u793a\u3002<\/p>\n","protected":false},"author":2,"featured_media":688,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[175,171,174,173,176,172],"class_list":["post-687","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-dynamo","tag-hbm","tag-kv","tag-nvfp4","tag-nvl72","tag-172"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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