{"id":2033,"date":"2026-10-11T08:07:27","date_gmt":"2026-10-11T00:07:27","guid":{"rendered":"https:\/\/www.gxcom.net\/"},"modified":"2026-10-11T08:07:27","modified_gmt":"2026-10-11T00:07:27","slug":"nvidia-h100-%e4%b8%8e-h200-%e4%b8%8e-b200-%e5%af%b9%e6%af%94","status":"publish","type":"post","link":"https:\/\/www.gxcom.net\/zh\/nvidia-h100-%e4%b8%8e-h200-%e4%b8%8e-b200-%e5%af%b9%e6%af%94\/","title":{"rendered":"NVIDIA H100\u3001H200 \u4e0e B200 \u670d\u52a1\u5668\u5bf9\u6bd4\uff1aVRAM\u3001AI \u6027\u80fd\u53ca\u79df\u8d41\u4ef7\u503c\u5206\u6790"},"content":{"rendered":"<p>\u5bf9\u4e8e\u8fd0\u884c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001AI \u8bad\u7ec3\u7ba1\u9053\u548c\u9ad8\u541e\u5410\u91cf\u63a8\u7406\u670d\u52a1\u7684\u7ec4\u7ec7\u800c\u8a00\uff0c\u5728 NVIDIA H100\u3001H200 \u548c B200 GPU \u670d\u52a1\u5668\u4e4b\u95f4\u8fdb\u884c\u9009\u62e9\u662f\u4e00\u9879\u91cd\u8981\u7684\u57fa\u7840\u8bbe\u65bd\u51b3\u7b56\u3002\u5c3d\u7ba1\u8fd9\u4e09\u6b3e\u52a0\u901f\u5668\u5747\u9762\u5411\u8981\u6c42\u4e25\u82db\u7684\u6570\u636e\u4e2d\u5fc3\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u4f46\u5728\u5185\u5b58\u5bb9\u91cf\u3001\u5e26\u5bbd\u3001\u67b6\u6784\u4ee5\u53ca\u670d\u52a1\u5668\u90e8\u7f72\u8981\u6c42\u65b9\u9762\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002.<\/p>\n<p>\u8be5 <strong>H100 \u4e0e H200 \u4e0e B200 \u7684\u5bf9\u6bd4<\/strong> \u6bd4\u8f83\u5e76\u4e0d\u53ea\u662f\u5355\u7eaf\u5730\u9009\u62e9\u6700\u65b0\u7684GPU\u3002\u5bf9\u4e8e\u80fd\u591f\u8f7b\u677e\u5bb9\u7eb3\u5728\u5176\u5185\u5b58\u4e2d\u7684\u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\uff0cH100\u670d\u52a1\u5668\u53ef\u80fd\u63d0\u4f9b\u66f4\u9ad8\u7684\u79df\u8d41\u4ef7\u503c\u3002H200\u63d0\u4f9b\u4e86\u5927\u5e45\u63d0\u5347\u7684HBM\u5bb9\u91cf\u548c\u5e26\u5bbd\uff0c\u800c\u57fa\u4e8eBlackwell\u67b6\u6784\u7684B200\u5219\u91c7\u7528\u4e86\u4e13\u4e3a\u9ad8\u5f3a\u5ea6AI\u8ba1\u7b97\u8bbe\u8ba1\u7684\u65b0\u67b6\u6784\u3002.<\/p>\n<p>\u672c\u6307\u5357\u5bf9\u6bd4\u4e86\u7ecf\u8fc7\u9a8c\u8bc1\u7684 GPU \u89c4\u683c\uff0c\u89e3\u91ca\u4e86\u54ea\u4e9b\u5de5\u4f5c\u8d1f\u8f7d\u80fd\u4ece\u5404\u6b3e\u52a0\u901f\u5668\u4e2d\u83b7\u76ca\uff0c\u5e76\u4ecb\u7ecd\u4e86\u5982\u4f55\u8fdb\u884c\u8bc4\u4f30 <strong>GPU\u670d\u52a1\u5668\u7684\u79df\u8d41\u4ef7\u503c<\/strong> \u4ee5\u5b9e\u9645\u5e94\u7528\u6027\u80fd\u4e3a\u4f9d\u636e\uff0c\u800c\u975e\u4ec5\u51ed\u5ba3\u4f20\u7684\u786c\u4ef6\u89c4\u683c\u3002.<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-2034\" src=\"https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-vs-b200.jpg\" alt=\"NVIDIA H100\u3001H200 \u4e0e B200 \u670d\u52a1\u5668\u5bf9\u6bd4\uff1aVRAM\u3001AI \u6027\u80fd\u53ca\u79df\u8d41\u4ef7\u503c\u5206\u6790\" width=\"1000\" height=\"563\" srcset=\"https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-vs-b200.jpg 1000w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-vs-b200-300x169.jpg 300w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-vs-b200-768x432.jpg 768w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-vs-b200-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<h2>NVIDIA H100 \u4e0e H200 \u4e0e B200\uff1a\u5feb\u901f\u5bf9\u6bd4<\/h2>\n<p>\u4e3a\u4e86\u8fdb\u884c\u6709\u610f\u4e49\u7684\u786c\u4ef6\u5bf9\u6bd4\uff0c\u4e0b\u8868\u91cd\u70b9\u4ecb\u7ecd\u4e86 H100 SXM\u3001H200 SXM \u548c NVIDIA HGX B200 SXM \u7684\u914d\u7f6e\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u89c4\u683c<\/th>\n<th>NVIDIA H100 SXM<\/th>\n<th>NVIDIA H200 SXM<\/th>\n<th>NVIDIA B200 SXM<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5efa\u7b51<\/td>\n<td>\u970d\u73c0<\/td>\n<td>\u970d\u73c0<\/td>\n<td>\u5e03\u83b1\u514b\u97e6\u5c14<\/td>\n<\/tr>\n<tr>\n<td>GPU\u5185\u5b58<\/td>\n<td>80GB HBM3<\/td>\n<td>141GB HBM3e<\/td>\n<td>180GB HBM3e<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u5e26\u5bbd<\/td>\n<td>3.35TB\/s<\/td>\n<td>4.8TB\/s<\/td>\n<td>\u6700\u9ad8 8TB\/s<\/td>\n<\/tr>\n<tr>\n<td>NVLink \u4ee3\u6570<\/td>\n<td>\u7b2c\u56db\u4ee3<\/td>\n<td>\u7b2c\u56db\u4ee3<\/td>\n<td>\u7b2c\u4e94\u4ee3<\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u8981\u4f18\u52bf<\/td>\n<td>\u6210\u719f\u7684Hopper\u8ba1\u7b97\u5e73\u53f0<\/td>\n<td>\u66f4\u5927\u7684\u5185\u5b58\u5bb9\u91cf\u548c\u5e26\u5bbd<\/td>\n<td>\u66f4\u5148\u8fdb\u7684\u67b6\u6784\u548c\u5148\u8fdb\u7684AI\u8ba1\u7b97\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u6f5c\u5728\u7684\u6700\u4f73\u5339\u914d<\/td>\n<td>\u6ce8\u91cd\u6210\u672c\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406<\/td>\n<td>\u5185\u5b58\u5bc6\u96c6\u578b\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<td>\u9ad8\u7ea7\u8bad\u7ec3\u4e0e\u9ad8\u901a\u91cf\u63a8\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u6765\u6e90\uff1aNVIDIA H100 \u548c H200 \u4ea7\u54c1\u89c4\u683c\u4ee5\u53ca NVIDIA HGX \u53c2\u8003\u67b6\u6784\u6587\u6863\u3002\u89c4\u683c\u4ec5\u9002\u7528\u4e8e\u6307\u5b9a\u7684\u5916\u5f62\u5c3a\u5bf8\uff0c\u4e0d\u9002\u7528\u4e8e\u6240\u6709\u4ea7\u54c1\u578b\u53f7\u3002.<\/em><\/p>\n<p>\u8fd9\u4e9b\u6570\u636e\u63cf\u8ff0\u7684\u662f\u786c\u4ef6\u6027\u80fd\uff0c\u5e76\u975e\u4fdd\u8bc1\u7684\u6027\u80fd\u6216\u79df\u8d41\u53ef\u7528\u6027\u3002\u5b9e\u9645\u7ed3\u679c\u53d6\u51b3\u4e8e\u670d\u52a1\u5668\u5e73\u53f0\u3001GPU \u5206\u914d\u3001\u6a21\u578b\u3001\u7cbe\u5ea6\u3001\u8f6f\u4ef6\u548c\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<h2>NVIDIA H100\uff1a\u4e00\u6b3e\u9002\u7528\u4e8eAI\u670d\u52a1\u5668\u7684\u6210\u719fHopper\u67b6\u6784GPU<\/h2>\n<p>NVIDIA H100 \u57fa\u4e8e Hopper \u67b6\u6784\uff0c\u4ecd\u662f\u4eba\u5de5\u667a\u80fd\u8bad\u7ec3\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u4ee5\u53ca\u9ad8\u6027\u80fd\u8ba1\u7b97\u9886\u57df\u4e2d\u4e00\u6b3e\u91cd\u8981\u7684\u52a0\u901f\u5668\u3002.<\/p>\n<p>H100 SXM \u914d\u5907 80GB HBM3 \u5185\u5b58\uff0c\u5185\u5b58\u5e26\u5bbd\u8fbe 3.35TB\/s\u3002\u5b83\u8fd8\u652f\u6301\u4e13\u4e3a AI \u5de5\u4f5c\u8d1f\u8f7d\u8bbe\u8ba1\u7684 Tensor Core \u8fd0\u7b97\u3002.<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u9009\u62e9 H100 \u670d\u52a1\u5668\uff1f<\/h3>\n<ul>\n<li>\u5df2\u5728\u5404\u5927\u57fa\u4e8e CUDA \u7684 AI \u8f6f\u4ef6\u6808\u4e2d\u5b9e\u73b0\u4e86\u5168\u9762\u652f\u6301\u3002.<\/li>\n<li>\u9002\u7528\u4e8e\u80fd\u591f\u5bb9\u7eb3\u5728\u53ef\u7528 GPU \u5185\u5b58\u8303\u56f4\u5185\u7684\u6a21\u578b\u548c\u8bad\u7ec3\u914d\u7f6e\u3002.<\/li>\n<li>\u9002\u7528\u4e8e FP16\u3001BF16 \u4ee5\u53ca\u53d7\u652f\u6301\u7684 FP8 \u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/li>\n<li>\u5f53\u79df\u91d1\u6c34\u5e73\u660e\u663e\u4f4e\u4e8e\u8f83\u65b0\u7684\u66ff\u4ee3\u9009\u9879\u65f6\uff0c\u53ef\u80fd\u4f1a\u5177\u6709\u5438\u5f15\u529b\u3002.<\/li>\n<li>\u63d0\u4f9b\u591a\u79cd\u670d\u52a1\u5668\u914d\u7f6e\uff0c\u5177\u4f53\u89c6\u4f9b\u5e94\u5546\u5e93\u5b58\u60c5\u51b5\u800c\u5b9a\u3002\u7b80\u4f53\u4e2d\u6587\uff08\u5927\u9646\uff09.<\/li>\n<\/ul>\n<p>\u4e3b\u8981\u9650\u5236\u5728\u4e8e\u5185\u5b58\u5bb9\u91cf\u3002\u5bf9\u4e8e\u8d85\u8fc780GB\u52a0\u901f\u5668\u53ef\u7528\u5185\u5b58\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u53ef\u80fd\u9700\u8981\u91c7\u7528\u66f4\u6fc0\u8fdb\u7684\u91cf\u5316\u65b9\u6848\u3001\u7f29\u5c0f\u6279\u5904\u7406\u89c4\u6a21\uff0c\u6216\u8005\u589e\u52a0GPU\u6570\u91cf\u3002.<\/p>\n<p>\u5c3d\u7ba1\u5982\u6b64\uff0c\u5f53\u5e94\u7528\u53d7\u8ba1\u7b97\u80fd\u529b\u9650\u5236\u800c\u975e\u5185\u5b58\u5bb9\u91cf\u9650\u5236\u65f6\uff0cH100 \u4ecd\u80fd\u63d0\u4f9b\u6781\u9ad8\u7684\u6027\u4ef7\u6bd4\u3002.<\/p>\n<h2>NVIDIA H200\uff1a\u66f4\u5927\u7684VRAM\u548c\u5185\u5b58\u5e26\u5bbd<\/h2>\n<p>NVIDIA H200 \u91c7\u7528\u4e86 Hopper \u67b6\u6784\uff0c\u4f46\u4e0e H100 SXM \u76f8\u6bd4\uff0c\u5176\u5185\u5b58\u5bb9\u91cf\u5f97\u5230\u4e86\u663e\u8457\u63d0\u5347\u3002.<\/p>\n<p>H200 \u914d\u5907 141GB HBM3e \u5185\u5b58\uff0c\u5e26\u5bbd\u9ad8\u8fbe 4.8TB\/s\uff0c\u7279\u522b\u9002\u7528\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u5185\u5b58\u5bc6\u96c6\u578b\u63a8\u7406\u4ee5\u53ca\u5185\u5b58\u5e26\u5bbd\u9650\u5236\u541e\u5410\u91cf\u7684\u5e94\u7528\u573a\u666f\u3002.<\/p>\n<h3>H200 \u4e0e H100\uff1a\u6709\u54ea\u4e9b\u53d8\u5316\uff1f<\/h3>\n<p>\u5bf9\u6bd4SXM\u7684\u516c\u5e03\u89c4\u683c\uff1a<\/p>\n<ul>\n<li>H100 \u5185\u5b58\uff1a80GB\u3002.<\/li>\n<li>H200 \u5185\u5b58\uff1a141GB\u3002.<\/li>\n<li>\u5185\u5b58\u5bb9\u91cf\u589e\u52a0\uff1a\u7ea676%\u3002.<\/li>\n<li>H100 \u5185\u5b58\u5e26\u5bbd\uff1a3.35TB\/s\u3002.<\/li>\n<li>H200 \u5185\u5b58\u5e26\u5bbd\uff1a4.8TB\/s\u3002.<\/li>\n<li>\u5185\u5b58\u5e26\u5bbd\u63d0\u5347\uff1a\u7ea643%\u3002.<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6539\u8fdb\u53ef\u4ee5\u5728\u67d0\u4e9b\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u51cf\u5c11\u5bf9\u6a21\u578b\u5206\u5272\u6216\u6fc0\u8fdb\u91cf\u5316\u7684\u9700\u6c42\u3002.<\/p>\n<p>\u4e0d\u8fc7\uff0cH200\u5e76\u4e0d\u662f\u4e00\u79cd\u5b8c\u5168\u5168\u65b0\u7684\u8ba1\u7b97\u67b6\u6784\u3002\u5bf9\u4e8e\u4e0d\u53d7\u5185\u5b58\u5bb9\u91cf\u6216\u5e26\u5bbd\u9650\u5236\u7684\u5e94\u7528\u7a0b\u5e8f\u800c\u8a00\uff0c\u5176\u5b9e\u9645\u6536\u76ca\u53ef\u80fd\u4e0d\u5982\u5ba3\u4f20\u4e2d\u7684\u5185\u5b58\u89c4\u683c\u6240\u6697\u793a\u7684\u90a3\u6837\u663e\u8457\u3002.<\/p>\n<h3>\u5728\u4ec0\u4e48\u60c5\u51b5\u4e0b\uff0cH200\u503c\u5f97\u652f\u4ed8\u66f4\u9ad8\u7684\u79df\u8d41\u8d39\u7528\uff1f<\/h3>\n<p>\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\uff0cH200\u670d\u52a1\u5668\u4f1a\u66f4\u5177\u5438\u5f15\u529b\uff1a<\/p>\n<ul>\n<li>\u8be5\u6a21\u578b\u65e0\u6cd5\u5b8c\u5168\u5bb9\u7eb3\u5728 H100 \u5185\u5b58\u4e2d\u3002.<\/li>\n<li>\u66f4\u5927\u7684\u63a8\u7406\u6279\u5904\u7406\u91cf\u53ef\u4ee5\u63d0\u9ad8\u6709\u6548\u541e\u5410\u91cf\u3002.<\/li>\n<li>\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u6216\u66f4\u9ad8\u7684\u5e76\u53d1\u5ea6\u4f1a\u589e\u52a0\u5185\u5b58\u538b\u529b\u3002.<\/li>\n<li>\u5185\u5b58\u5e26\u5bbd\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6027\u80fd\u74f6\u9888\u3002.<\/li>\n<li>\u51cf\u5c11\u591aGPU\u6a21\u578b\u7684\u5206\u533a\u53ef\u7b80\u5316\u90e8\u7f72\u3002.<\/li>\n<\/ul>\n<p>\u5728\u652f\u4ed8\u66f4\u591a\u8d39\u7528\u4e4b\u524d\uff0c\u8bf7\u5148\u6d4b\u8bd5\u4e00\u4e0b\uff0c\u66f4\u5927\u7684\u5185\u5b58\u5bb9\u91cf\u662f\u5426\u80fd\u964d\u4f4e\u6bcf\u6b21\u5b8c\u6210\u7684\u63a8\u7406\u8bf7\u6c42\u6216\u8bad\u7ec3\u4efb\u52a1\u7684\u6210\u672c\u3002.<\/p>\n<h2>NVIDIA B200\uff1a\u9762\u5411\u5148\u8fdb\u4eba\u5de5\u667a\u80fd\u7684Blackwell\u67b6\u6784<\/h2>\n<p>NVIDIA B200 \u5c5e\u4e8e Blackwell \u7cfb\u5217\uff0c\u5e76\u91c7\u7528\u4e86\u9762\u5411\u5927\u89c4\u6a21\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u7684\u65b0\u67b6\u6784\u3002.<\/p>\n<p>\u5728 NVIDIA HGX B200 \u914d\u7f6e\u4e2d\uff0c\u6bcf\u5757 GPU \u63d0\u4f9b 180GB \u7684 HBM3e \u5185\u5b58\uff0c\u5185\u5b58\u5e26\u5bbd\u6700\u9ad8\u53ef\u8fbe 8TB\/s\u3002.<\/p>\n<p>Blackwell \u8fd8\u5f15\u5165\u4e86\u66f4\u5148\u8fdb\u7684 Tensor Core \u529f\u80fd\u548c\u7b2c\u4e94\u4ee3 NVLink \u6280\u672f\uff0c\u4f7f\u8be5\u5e73\u53f0\u80fd\u591f\u6ee1\u8db3\u8981\u6c42\u4e25\u82db\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u7cfb\u7edf\u7684\u9700\u6c42\u3002.<\/p>\n<h3>B200 \u4e0e H200\uff1a\u4e3b\u8981\u4f18\u52bf<\/h3>\n<ul>\n<li>\u66f4\u5927\u7684GPU\u5185\u5b58\u5bb9\u91cf\uff1a180GB \u5bf9\u6bd4 141GB\u3002.<\/li>\n<li>\u66f4\u9ad8\u7684\u5cf0\u503c\u5185\u5b58\u5e26\u5bbd\uff1a\u6700\u9ad8\u53ef\u8fbe 8TB\/s\uff0c\u800c\u6b64\u524d\u4e3a 4.8TB\/s\u3002.<\/li>\n<li>\u65b0\u4e00\u4ee3 Blackwell \u8ba1\u7b97\u67b6\u6784\u3002.<\/li>\n<li>\u5728\u517c\u5bb9\u8f6f\u4ef6\u4e2d\u652f\u6301\u9ad8\u7ea7\u4f4e\u7cbe\u5ea6\u4eba\u5de5\u667a\u80fd\u8fd0\u7b97\u3002.<\/li>\n<li>\u53d7\u652f\u6301\u7cfb\u7edf\u4e2d\u7684\u9ad8\u5e26\u5bbd GPU \u4e92\u8fde\u3002.<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6539\u8fdb\u53ef\u80fd\u6709\u52a9\u4e8e\u5927\u89c4\u6a21\u6a21\u578b\u8bad\u7ec3\u3001\u9ad8\u541e\u5410\u91cf\u63a8\u7406\u4ee5\u53ca\u5185\u5b58\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<p>\u7136\u800c\uff0cB200\u670d\u52a1\u5668\u5e76\u4e0d\u4e00\u5b9a\u5c31\u662f\u6700\u7ecf\u6d4e\u7684\u9009\u9879\u3002\u8be5GPU\u5fc5\u987b\u63d0\u4f9b\u8db3\u591f\u7684\u989d\u5916\u6709\u6548\u541e\u5410\u91cf\uff0c\u624d\u80fd\u8bc1\u660e\u5176\u8f83\u9ad8\u7684\u79df\u8d41\u8d39\u7528\u4ee5\u53ca\u670d\u52a1\u5668\u914d\u7f6e\u5dee\u5f02\u7684\u5408\u7406\u6027\u3002.<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u670d\u52a1\u5668\u67b6\u6784\u5bf9 B200 \u81f3\u5173\u91cd\u8981<\/h3>\n<p>\u8bb8\u591a B200 \u90e8\u7f72\u65b9\u6848\u90fd\u662f\u57fa\u4e8e\u96c6\u6210\u5f0f\u591a GPU \u5e73\u53f0\u6784\u5efa\u7684\uff0c\u800c\u975e\u7b80\u5355\u7684\u5355\u663e\u5361\u670d\u52a1\u5668\u914d\u7f6e\u3002.<\/p>\n<p>\u5728\u8bc4\u4f30\u79df\u8d41\u65b9\u6848\u65f6\uff0c\u8bf7\u786e\u5b9a\u8be5\u4ea7\u54c1\u63d0\u4f9b\u7684\u662f\u5b8c\u6574\u7684 GPU \u8282\u70b9\u3001\u5355\u72ec\u5206\u914d\u7684 GPU\u3001\u5206\u533a\u73af\u5883\uff0c\u8fd8\u662f\u5176\u4ed6\u8bbf\u95ee\u6a21\u5f0f\u3002.<\/p>\n<p>\u6b64\u5916\uff0c\u8bf7\u786e\u8ba4 CPU\u3001\u7cfb\u7edf\u5185\u5b58\u3001NVMe \u5b58\u50a8\u3001\u7f51\u7edc\u4ee5\u53ca GPU \u4e92\u8fde\u62d3\u6251\u3002.<\/p>\n<h2>H100\u3001H200 \u4e0e B200 \u5728\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u4e2d\u7684\u5bf9\u6bd4<\/h2>\n<p>LLM\u7684\u63a8\u7406\u6027\u80fd\u53d6\u51b3\u4e8e\u6a21\u578b\u89c4\u6a21\u3001\u91cf\u5316\u3001\u6279\u91cf\u5927\u5c0f\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u5e76\u53d1\u5ea6\u4ee5\u53ca\u63a8\u7406\u6846\u67b6\u3002.<\/p>\n<p>\u5bf9\u4e8e\u80fd\u591f\u8f7b\u677e\u5bb9\u7eb3\u4e8e H100 \u5185\u5b58\u4e2d\u7684\u8f83\u5c0f\u6a21\u578b\uff0c\u5347\u7ea7\u5230 H200 \u6216 B200 \u53ef\u80fd\u65e0\u6cd5\u5e26\u6765\u76f8\u5e94\u7684\u7ecf\u6d4e\u6548\u76ca\u3002.<\/p>\n<p>\u5bf9\u4e8e\u89c4\u6a21\u8f83\u5927\u7684\u6a21\u578b\uff0c\u589e\u52a0VRAM\u53ef\u4ee5\u51cf\u5c11\u5bf9\u5378\u8f7d\u6216\u5206\u533a\u7684\u4f9d\u8d56\u3002\u5f53\u5185\u5b58\u8bbf\u95ee\u6210\u4e3a\u74f6\u9888\u65f6\uff0c\u66f4\u9ad8\u7684\u5185\u5b58\u5e26\u5bbd\u4e5f\u6709\u52a9\u4e8e\u63d0\u9ad8\u4ee4\u724c\u751f\u6210\u541e\u5410\u91cf\u3002.<\/p>\n<h3>\u9002\u7528\u4e8e\u6210\u672c\u654f\u611f\u578b\u63a8\u7406\u7684 H100<\/h3>\n<p>\u5f53\u6a21\u578b\u80fd\u5bb9\u7eb3\u5728\u53ef\u7528\u5185\u5b58\u4e2d\u4e14\u79df\u8d41\u4ef7\u683c\u5177\u6709\u7ade\u4e89\u529b\u65f6\uff0cH100 \u4fbf\u9887\u5177\u5438\u5f15\u529b\u3002.<\/p>\n<p>\u5bf9\u4e8e\u90a3\u4e9b\u5728Hopper GPU\u4e0a\u5df2\u7ecf\u8868\u73b0\u826f\u597d\u7684\u6210\u719f\u63a8\u7406\u5806\u6808\u800c\u8a00\uff0c\u8fd9\u5c24\u5176\u503c\u5f97\u8bc4\u4f30\u3002.<\/p>\n<h3>H200 \u9002\u7528\u4e8e\u66f4\u5927\u89c4\u6a21\u7684\u6a21\u578b\u548c\u66f4\u9ad8\u7684\u5e76\u53d1\u91cf<\/h3>\n<p>H200 \u4e3a\u6a21\u578b\u6743\u91cd\u3001KV \u7f13\u5b58\u548c\u5e76\u53d1\u8bf7\u6c42\u63d0\u4f9b\u4e86\u66f4\u5927\u7684\u5185\u5b58\u4f59\u91cf\u3002.<\/p>\n<p>\u5f53\u5185\u5b58\u5bb9\u91cf\u9650\u5236\u4e86\u7528\u6237\u6570\u91cf\u6216\u5b9e\u9645\u53ef\u7528\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u65f6\uff0c\u8fd9\u4f1a\u975e\u5e38\u6709\u7528\u3002.<\/p>\n<h3>B200\uff1a\u9002\u7528\u4e8e\u9ad8\u7ea7\u9ad8\u541e\u5410\u91cf\u90e8\u7f72<\/h3>\n<p>\u5f53\u8f6f\u4ef6\u652f\u6301 B200 \u7684\u67b6\u6784\uff0c\u4e14\u5e94\u7528\u7a0b\u5e8f\u80fd\u4ece\u66f4\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\u3001\u5e26\u5bbd\u548c\u5185\u5b58\u5bb9\u91cf\u4e2d\u83b7\u76ca\u65f6\uff0cB200 \u4fbf\u5177\u6709\u5438\u5f15\u529b\u3002.<\/p>\n<p>\u751f\u4ea7\u51b3\u7b56\u5e94\u57fa\u4e8e\u4ee3\u8868\u6027\u6d41\u91cf\u4e0b\u7684\u5b9e\u9645\u541e\u5410\u91cf\u3001\u5ef6\u8fdf\u548c\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u6765\u5236\u5b9a\u3002.<\/p>\n<p>\u5982\u9700\u4e86\u89e3\u6709\u5173\u670d\u52a1\u5668\u6027\u80fd\u548c GPU \u5229\u7528\u7387\u7684\u66f4\u8be6\u7ec6\u8bf4\u660e\uff0c\u8bf7\u9605\u8bfb\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/ai%e6%8e%a8%e7%90%86%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%89%98%e7%ae%a1\/\">AI\u63a8\u7406\u670d\u52a1\u5668\u6258\u7ba1\u6307\u5357<\/a>.<\/p>\n<h2>\u54ea\u6b3eGPU\u66f4\u9002\u5408AI\u8bad\u7ec3\uff1f<\/h2>\n<p>\u4e0e\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u76f8\u6bd4\uff0c\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d\u5bf9 GPU \u57fa\u7840\u8bbe\u65bd\u63d0\u51fa\u4e86\u4e0d\u540c\u7684\u8981\u6c42\u3002.<\/p>\n<p>\u8bad\u7ec3\u6027\u80fd\u53d6\u51b3\u4e8e\u6570\u503c\u7cbe\u5ea6\u3001\u6fc0\u6d3b\u8bb0\u5fc6\u3001\u4f18\u5316\u5668\u72b6\u6001\u3001\u6279\u91cf\u5927\u5c0f\u3001\u901a\u4fe1\u5f00\u9500\u4ee5\u53ca\u6570\u636e\u7ba1\u9053\u6548\u7387\u3002.<\/p>\n<h3>H100 \u9002\u7528\u4e8e\u5df2\u5efa\u7acb\u7684\u57f9\u8bad\u5de5\u4f5c\u6d41\u7a0b<\/h3>\n<p>H100 \u9002\u7528\u4e8e\u53d7\u652f\u6301\u7684 AI \u8bad\u7ec3\u6846\u67b6\uff0c\u5c24\u5176\u662f\u5f53\u6a21\u578b\u548c\u4f18\u5316\u5668\u7684\u914d\u7f6e\u5728\u53ef\u7528\u5185\u5b58\u9884\u7b97\u8303\u56f4\u5185\u65f6\u3002.<\/p>\n<p>\u5bf9\u4e8e\u90a3\u4e9b\u66f4\u6ce8\u91cd\u4f18\u5316\u57f9\u8bad\u6210\u672c\u800c\u975e\u8ffd\u6c42\u6700\u65b0\u786c\u4ef6\u7684\u7ec4\u7ec7\u800c\u8a00\uff0c\u8fd9\u4e5f\u9887\u5177\u5438\u5f15\u529b\u3002.<\/p>\n<h3>H200\uff1a\u9002\u7528\u4e8e\u5185\u5b58\u53d7\u9650\u7684\u8bad\u7ec3<\/h3>\n<p>\u5728\u67d0\u4e9b\u8bad\u7ec3\u914d\u7f6e\u4e0b\uff0cH200\u7684\u989d\u5916\u5185\u5b58\u53ef\u80fd\u652f\u6301\u66f4\u5927\u7684\u5fae\u6279\u6b21\u3001\u66f4\u957f\u7684\u5e8f\u5217\uff0c\u6216\u51cf\u5c11\u6a21\u578b\u5206\u7247\u3002.<\/p>\n<p>\u5176\u66f4\u9ad8\u7684\u5185\u5b58\u5e26\u5bbd\u4e5f\u6709\u52a9\u4e8e\u5904\u7406\u5bf9\u6570\u636e\u79fb\u52a8\u654f\u611f\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<h3>B200 \u9002\u7528\u4e8e\u5927\u89c4\u6a21 AI \u8bad\u7ec3<\/h3>\n<p>\u5f53\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d\u80fd\u591f\u5229\u7528 Blackwell \u67b6\u6784\u548c\u652f\u6301\u7684\u7cbe\u5ea6\u683c\u5f0f\u65f6\uff0cB200 \u4fbf\u6d3e\u4e0a\u7528\u573a\u3002.<\/p>\n<p>\u5927\u578b\u5206\u5e03\u5f0f\u8bad\u7ec3\u7cfb\u7edf\u8fd8\u5fc5\u987b\u8003\u8651\u7f51\u7edc\u67b6\u6784\u3001GPU\u62d3\u6251\u3001\u6846\u67b6\u652f\u6301\u4ee5\u53ca\u901a\u4fe1\u5f00\u9500\u3002.<\/p>\n<p>\u5173\u4e8e\u9002\u914d\u5668\u8bad\u7ec3\uff08\u800c\u975e\u5168\u6a21\u578b\u8bad\u7ec3\uff09\uff0c\u8bf7\u53c2\u9605\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/llm%e5%be%ae%e8%b0%83gpu%e6%9c%8d%e5%8a%a1%e5%99%a8\/\">LoRA \u548c QLoRA GPU \u786c\u4ef6\u8981\u6c42\u6307\u5357<\/a>.<\/p>\n<h2>\u591aGPU H100\u3001H200 \u548c B200 \u670d\u52a1\u5668\u914d\u7f6e<\/h2>\n<p>\u5f53\u5de5\u4f5c\u8d1f\u8f7d\u8d85\u51fa\u5355\u4e2a\u52a0\u901f\u5668\u7684\u5185\u5b58\u6216\u6027\u80fd\u9650\u5236\u65f6\uff0c\u53ef\u80fd\u9700\u8981\u4f7f\u7528\u591aGPU\u670d\u52a1\u5668\u3002.<\/p>\n<p>\u4e0d\u8fc7\uff0cGPU\u7684\u603b\u6570\u91cf\u5e76\u4e0d\u662f\u552f\u4e00\u7684\u8003\u8651\u56e0\u7d20\u3002.<\/p>\n<p>\u91cd\u8981\u95ee\u9898\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5206\u914d\u4e86\u591a\u5c11\u4e2a\u7269\u7406GPU\uff1f<\/li>\n<li>\u5b83\u4eec\u662f\u901a\u8fc7 NVLink \u8fd8\u662f\u5176\u4ed6\u53d7\u652f\u6301\u7684\u62d3\u6251\u7ed3\u6784\u8fde\u63a5\u7684\uff1f<\/li>\n<li>\u8be5\u670d\u52a1\u5668\u662f\u5426\u5305\u542b NVSwitch\uff1f<\/li>\n<li>\u7cfb\u7edf\u8fd8\u6709\u591a\u5c11\u5185\u5b58\u548cCPU\u8d44\u6e90\u53ef\u7528\uff1f<\/li>\n<li>\u591a\u8282\u70b9\u8bad\u7ec3\u63d0\u4f9b\u4e86\u54ea\u4e9b\u7f51\u7edc\u529f\u80fd\uff1f<\/li>\n<li>\u8be5\u5e94\u7528\u7a0b\u5e8f\u662f\u5426\u80fd\u4ece\u5f20\u91cf\u5e76\u884c\u3001\u6d41\u6c34\u7ebf\u5e76\u884c\u6216\u6570\u636e\u5e76\u884c\u4e2d\u83b7\u76ca\uff1f<\/li>\n<li>GPU \u662f\u4e13\u7528\u3001\u5206\u533a\u8fd8\u662f\u5171\u4eab\u7684\uff1f<\/li>\n<\/ul>\n<p>\u516b\u4e2aGPU\u5e76\u4e0d\u4e00\u5b9a\u80fd\u81ea\u52a8\u63d0\u4f9b\u76f8\u5f53\u4e8e\u4e00\u4e2aGPU\u516b\u500d\u7684\u6027\u80fd\u3002.<\/p>\n<p>\u901a\u4fe1\u5f00\u9500\u3001\u540c\u6b65\u3001\u5185\u5b58\u8bbf\u95ee\u4ee5\u53ca\u8f6f\u4ef6\u6548\u7387\u90fd\u53ef\u80fd\u964d\u4f4e\u53ef\u6269\u5c55\u6027\u6027\u80fd\u3002.<\/p>\n<p>\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/%e5%a4%9agpu%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%89%98%e7%ae%a1\/\">\u591aGPU\u670d\u52a1\u5668\u6258\u7ba1\u5bf9\u6bd4<\/a> \u66f4\u8be6\u7ec6\u5730\u89e3\u91ca\u4e86 PCIe\u3001NVLink\u3001NVSwitch \u4ee5\u53ca\u6269\u5c55\u6210\u672c\u3002.<\/p>\n<h2>H100\u3001H200 \u4e0e B200 \u7684\u79df\u8d41\u4ef7\u683c\uff1a\u4ec0\u4e48\u51b3\u5b9a\u4e86\u5176\u4ef7\u503c\uff1f<\/h2>\n<p>GPU\u7684\u79df\u8d41\u4ef7\u683c\u56e0\u670d\u52a1\u5546\u3001\u52a0\u901f\u5668\u5206\u914d\u3001\u533a\u57df\u3001\u670d\u52a1\u5668\u914d\u7f6e\u3001\u8ba1\u8d39\u6a21\u5f0f\u548c\u53ef\u7528\u6027\u800c\u5f02\u3002.<\/p>\n<p>\u4e0e\u5176\u516c\u5e03\u5f88\u5feb\u5c31\u4f1a\u8fc7\u65f6\u7684\u56fa\u5b9a\u4ef7\u683c\uff0c\u4e70\u5bb6\u4e0d\u5982\u5c06\u5f53\u524d\u62a5\u4ef7\u4e0e\u53ef\u91cf\u5316\u7684\u5de5\u4f5c\u91cf\u7ed3\u679c\u8fdb\u884c\u5bf9\u6bd4\u3002.<\/p>\n<h3>\u6309\u5c0f\u65f6\u79df\u8d41GPU<\/h3>\n<p>\u6309\u5c0f\u65f6\u79df\u8d41 GPU \u9002\u7528\u4e8e\u5f00\u53d1\u3001\u5b9e\u9a8c\u3001\u4e34\u65f6\u8bad\u7ec3\u4ee5\u53ca\u9700\u6c42\u4e0d\u7a33\u5b9a\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<p>\u4e0b\u5355\u524d\uff0c\u8bf7\u786e\u8ba4\u6700\u4f4e\u8ba1\u8d39\u5468\u671f\u3001\u8d44\u6e90\u72b6\u6001\u8d39\u7528\u3001\u5b58\u50a8\u8d39\u7528\uff0c\u4ee5\u53ca\u8be5 GPU \u662f\u5426\u4e3a\u4e13\u5c5e\u5206\u914d\u3002.<\/p>\n<h3>GPU\u6708\u79df\u670d\u52a1<\/h3>\n<p>\u5bf9\u4e8e\u6301\u7eed\u7684 AI \u63a8\u7406\u3001\u8ba1\u5212\u597d\u7684\u8bad\u7ec3\u7ba1\u9053\u4ee5\u53ca\u53ef\u9884\u6d4b\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u4e0d\u59a8\u8003\u8651\u91c7\u7528\u6309\u6708\u79df\u8d41\u6a21\u5f0f\u3002.<\/p>\n<p>\u7136\u800c\uff0c\u5982\u679c\u786c\u4ef6\u5728\u8ba1\u8d39\u5468\u671f\u7684\u5927\u90e8\u5206\u65f6\u95f4\u5185\u90fd\u5904\u4e8e\u95f2\u7f6e\u72b6\u6001\uff0c\u90a3\u4e48\u6708\u4ed8\u5957\u9910\u672a\u5fc5\u66f4\u4fbf\u5b9c\u3002.<\/p>\n<h3>\u4e13\u7528\u591aGPU\u670d\u52a1\u5668\u79df\u8d41<\/h3>\n<p>\u4e13\u7528\u670d\u52a1\u5668\u53ef\u4ee5\u63d0\u4f9b\u5df2\u77e5\u7684\u786c\u4ef6\u914d\u7f6e\uff0c\u5e76\u80fd\u5bf9\u8fd0\u884c\u73af\u5883\u8fdb\u884c\u66f4\u5168\u9762\u7684\u63a7\u5236\u3002.<\/p>\n<p>\u8bf7\u6838\u5bf9\u52a0\u901f\u5668\u7684\u5177\u4f53\u578b\u53f7\u3001GPU\u6570\u91cf\u3001\u5185\u5b58\u62d3\u6251\u3001\u7f51\u7edc\u5e26\u5bbd\u3001\u652f\u6301\u65b9\u6848\u4ee5\u53ca\u5408\u540c\u671f\u9650\u3002.<\/p>\n<p>\u5982\u9700\u4e86\u89e3\u79df\u8d41\u8ba1\u8d39\u7ed3\u6784\u7684\u8be6\u7ec6\u5bf9\u6bd4\uff0c\u8bf7\u9605\u8bfb\u6211\u4eec\u7684 <a href=\"https:\/\/www.gxcom.net\/zh\/%e5%bb%89%e4%bb%b7gpu%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a7%9f%e8%b5%81\/\">\u7ecf\u6d4e\u5b9e\u60e0\u7684GPU\u670d\u52a1\u5668\u79df\u8d41\u4ef7\u683c\u6307\u5357<\/a>.<\/p>\n<h2>\u5982\u4f55\u8ba1\u7b97 GPU \u79df\u8d41\u4ef7\u503c<\/h2>\n<p>\u6700\u4f73\u79df\u8d41\u4ef7\u503c\u53d6\u51b3\u4e8e\u5b8c\u6210\u9884\u671f\u5de5\u4f5c\u91cf\u7684\u603b\u6210\u672c\u3002.<\/p>\n<p>\u4e00\u4e2a\u7b80\u5355\u7684\u516c\u5f0f\u662f\uff1a<\/p>\n<p><strong>\u6bcf\u9879\u5b8c\u6210\u5de5\u4f5c\u7684\u6210\u672c = \u53ef\u8ba1\u8d39\u57fa\u7840\u8bbe\u65bd\u8d39\u7387 \u00d7 \u5de5\u4f5c\u65f6\u957f + \u9002\u7528\u7684\u9644\u52a0\u8d39\u7528<\/strong><\/p>\n<p>\u8bd5\u60f3\u4e00\u4e2a\u5047\u8bbe\u6027\u7684\u6bd4\u8f83\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>GPU\u670d\u52a1\u5668<\/th>\n<th>\u793a\u4f8b\u5c0f\u65f6\u8d39\u7387<\/th>\n<th>\u5de5\u4f5c\u65f6\u957f<\/th>\n<th>\u8ba1\u7b97\u6210\u672c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>H100 \u914d\u7f6e<\/td>\n<td>$2.00<\/td>\n<td>10\u5c0f\u65f6<\/td>\n<td>$20.00<\/td>\n<\/tr>\n<tr>\n<td>H200 \u914d\u7f6e<\/td>\n<td>$2.80<\/td>\n<td>7\u5c0f\u65f6<\/td>\n<td>$19.60<\/td>\n<\/tr>\n<tr>\n<td>B200 \u914d\u7f6e<\/td>\n<td>$4.00<\/td>\n<td>4\u5c0f\u65f6<\/td>\n<td>$16.00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u8fd9\u4e9b\u6570\u636e\u662f\u5047\u8bbe\u6027\u8ba1\u7b97\u7ed3\u679c\uff0c\u5e76\u975e\u5f53\u524d\u4f9b\u5e94\u5546\u4ef7\u683c\u6216\u5b9e\u9645\u6d4b\u5f97\u7684GPU\u57fa\u51c6\u6d4b\u8bd5\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u57fa\u4e8e\u76f8\u540c\u7684\u5de5\u4f5c\u8d1f\u8f7d\u5b8c\u6210\u60c5\u51b5\uff0c\u4e14\u4e0d\u5305\u542b\u989d\u5916\u8d39\u7528\u3002.<\/em><\/p>\n<p>\u8be5\u793a\u4f8b\u8bf4\u660e\u4e86\u4e3a\u4ec0\u4e48\u66f4\u9ad8\u7684\u6bcf\u5c0f\u65f6\u8d39\u7387\u6709\u65f6\u53cd\u800c\u4f1a\u5bfc\u81f4\u66f4\u4f4e\u7684\u603b\u8ba1\u7b97\u6210\u672c\u3002.<\/p>\n<p>\u8fd9\u5e76\u4e0d\u80fd\u8bc1\u660eB200\u80fd\u591f\u4ee5\u56fe\u793a\u7684\u901f\u5ea6\u5b8c\u6210\u5b9e\u9645\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<h3>\u6bd4\u8f83\u6bcf\u9879\u8f93\u51fa\u7684\u63a8\u7406\u6210\u672c<\/h3>\n<p>\u5728\u8fdb\u884c\u63a8\u65ad\u65f6\uff0c\u53ef\u8003\u8651\u6bcf\u751f\u6210\u4e00\u767e\u4e07\u4e2a\u4ee3\u5e01\u7684\u6210\u672c\u3001\u6bcf\u6b21\u5b8c\u6210\u8bf7\u6c42\u7684\u6210\u672c\uff0c\u6216\u8005\u5728\u7279\u5b9a\u5ef6\u8fdf\u548c\u541e\u5410\u91cf\u76ee\u6807\u4e0b\u7684\u6210\u672c\u3002.<\/p>\n<p>\u8bf7\u5305\u542b\u5e76\u53d1\u6570\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u4ee5\u53ca\u4e3a\u6ee1\u8db3\u670d\u52a1\u7ea7\u522b\u8981\u6c42\u800c\u9884\u7559\u7684\u4efb\u4f55\u5bb9\u91cf\u3002.<\/p>\n<h3>\u6bd4\u8f83\u6bcf\u6b21\u5b8c\u6210\u8fd0\u884c\u7684\u57f9\u8bad\u6210\u672c<\/h3>\n<p>\u5728\u57f9\u8bad\u65b9\u9762\uff0c\u5e94\u6d4b\u91cf\u5b8c\u6210\u540c\u4e00\u57f9\u8bad\u76ee\u6807\u6240\u9700\u7684\u65f6\u95f4\u548c\u6210\u672c\u3002.<\/p>\n<p>\u5728\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b\uff0c\u5e94\u5c06\u8bc4\u4f30\u8d28\u91cf\u4e0e\u76ee\u6807\u503c\u8fdb\u884c\u6bd4\u8f83\uff0c\u800c\u4e0d\u662f\u4ec5\u5173\u6ce8\u6bcf\u79d2\u7684\u539f\u59cb\u8bad\u7ec3\u4ee4\u724c\u6570\u91cf\u3002.<\/p>\n<h3>\u5c06\u9690\u6027\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u7eb3\u5165\u8003\u91cf<\/h3>\n<p>\u5b58\u50a8\u3001\u6570\u636e\u4f20\u8f93\u3001\u8f6f\u4ef6\u8bb8\u53ef\u3001\u68c0\u67e5\u70b9\u4fdd\u7559\u3001\u7ba1\u7406\u4ee5\u53ca\u95f2\u7f6e\u8d44\u6e90\u90fd\u4f1a\u5f71\u54cd\u603b\u6210\u672c\u3002.<\/p>\n<p>\u4e00\u65e6\u5c06\u8fd9\u4e9b\u8d39\u7528\u8ba1\u7b97\u5728\u5185\uff0c\u8f83\u4f4e\u7684\u6bcf\u5c0f\u65f6GPU\u62a5\u4ef7\u53ef\u80fd\u5c31\u6ca1\u90a3\u4e48\u6709\u5438\u5f15\u529b\u4e86\u3002.<\/p>\n<h2>\u5728\u54ea\u91cc\u53ef\u4ee5\u79df\u7528 NVIDIA H100\u3001H200 \u6216 B200 GPU \u670d\u52a1\u5668<\/h2>\n<p>\u4e0d\u540c\u7684\u6258\u7ba1\u670d\u52a1\u63d0\u4f9b\u5546\u53ef\u6ee1\u8db3\u4e0d\u540c\u7684AI\u57fa\u7840\u8bbe\u65bd\u9700\u6c42\u3002\u6709\u4e9b\u4e13\u6ce8\u4e8e\u7075\u6d3b\u7684\u4e91GPU\u7b97\u529b\uff0c\u800c\u6709\u4e9b\u5219\u4e13\u653b\u4e13\u7528\u670d\u52a1\u5668\u6216\u53ef\u914d\u7f6e\u786c\u4ef6\u3002.<\/p>\n<p>\u4ee5\u4e0b\u4f9b\u5e94\u5546\u662f\u8bc4\u4f30\u7684\u5408\u9002\u5019\u9009\u5bf9\u8c61\u3002\u5217\u5165\u6b64\u540d\u5355\u5e76\u4e0d\u610f\u5473\u7740\u6bcf\u5bb6\u4f9b\u5e94\u5546\u76ee\u524d\u90fd\u63d0\u4f9b\u8fd9\u4e09\u79cdGPU\u578b\u53f7\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u670d\u52a1\u63d0\u4f9b\u5546<\/th>\n<th>\u57fa\u7840\u8bbe\u65bd\u805a\u7126<\/th>\n<th>\u9700\u8981\u6838\u5b9e\u7684\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>RunPod<\/td>\n<td>\u4e91GPU\u8ba1\u7b97<\/td>\n<td>\u53ef\u7528 GPU \u578b\u53f7\u3001\u5206\u914d\u3001\u8ba1\u8d39\u548c\u5b58\u50a8<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/cherryservers\" title=\"Cherry \u670d\u52a1\u5668\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"39\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Cherry \u670d\u52a1\u5668<\/a><\/td>\n<td>\u4e13\u7528GPU\u57fa\u7840\u8bbe\u65bd<\/td>\n<td>GPU\u578b\u53f7\u3001\u670d\u52a1\u5668\u62d3\u6251\u3001\u5408\u540c\u53ca\u6280\u672f\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/gpumart\" title=\"GPU-Mart\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"48\" rel=\"nofollow\">GPU Mart<\/a><\/td>\n<td>\u9762\u5411GPU\u7684\u6258\u7ba1\u670d\u52a1<\/td>\n<td>\u7cbe\u786e\u7684\u52a0\u901f\u5668\u3001VRAM\u3001\u865a\u62df\u5316\u548c\u64cd\u4f5c\u7cfb\u7edf<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/vast\" title=\"\u5e7f\u9614\u7684\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"36\" rel=\"nofollow sponsored noopener\" target=\"_blank\">Vast.ai<\/a><\/td>\n<td>GPU \u8ba1\u7b97\u5e02\u573a<\/td>\n<td>\u5217\u8868\u7279\u5b9a\u7684\u786c\u4ef6\u3001\u4e3b\u673a\u6761\u6b3e\u548c\u6301\u4e45\u6027<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.gxcom.net\/zh\/go\/servermania\" title=\"ServerMania\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"40\" rel=\"nofollow sponsored noopener\" target=\"_blank\">ServerMania<\/a><\/td>\n<td>\u4e13\u7528\u548c\u5b9a\u5236\u670d\u52a1\u5668\u57fa\u7840\u8bbe\u65bd<\/td>\n<td>\u5f53\u524d\u914d\u5907GPU\u7684\u914d\u7f6e\u53ca\u4f9b\u8d27\u60c5\u51b5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>RunPod\uff1a\u7075\u6d3b\u7684AI GPU\u8ba1\u7b97<\/h3>\n<p><strong>RunPod<\/strong> \u8fd9\u5bf9\u6b63\u5728\u6bd4\u8f83\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\u7684\u4e91\u7aef GPU \u8ba1\u7b97\u65b9\u6848\u7684\u5f00\u53d1\u8005\u6765\u8bf4\u5f88\u6709\u53c2\u8003\u4ef7\u503c\u3002.<\/p>\n<p>\u67e5\u770b\u5f53\u524d\u53ef\u7528\u7684 GPU \u914d\u7f6e\u3001\u5185\u5b58\u3001\u5b9e\u4f8b\u7c7b\u578b\u3001\u5b58\u50a8\u6301\u4e45\u6027\u53ca\u8ba1\u8d39\u6761\u4ef6\u3002.<\/p>\n<p>\u5728\u6bd4\u8f83 H100\u3001H200 \u6216 B200 \u4ea7\u54c1\u65f6\uff0c\u8bf7\u786e\u8ba4\u6240\u9009\u7684\u5177\u4f53\u914d\u7f6e\u662f\u5426\u53ef\u7528\uff0c\u800c\u975e\u4ec5\u4f9d\u8d56\u4e8e\u5e73\u53f0\u7684\u901a\u7528\u63cf\u8ff0\u3002.<\/p>\n<h3>Cherry Servers\uff1a\u4e13\u7528 GPU \u57fa\u7840\u8bbe\u65bd<\/h3>\n<p><strong>Cherry \u670d\u52a1\u5668<\/strong> \u5bf9\u4e8e\u4e13\u7528GPU\u670d\u52a1\u5668\u7684\u9700\u6c42\u800c\u8a00\uff0c\u503c\u5f97\u8fdb\u884c\u8bc4\u4f30\uff0c\u7279\u522b\u662f\u5728\u786c\u4ef6\u9694\u79bb\u548c\u53ef\u9884\u6d4b\u7684\u670d\u52a1\u5668\u914d\u7f6e\u81f3\u5173\u91cd\u8981\u7684\u60c5\u51b5\u4e0b\u3002.<\/p>\n<p>\u5ba1\u67e5\u5f53\u524d\u7684\u52a0\u901f\u5668\u9009\u9879\u3001GPU\u6570\u91cf\u3001CPU\u3001\u5185\u5b58\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u3001\u652f\u6301\u4ee5\u53ca\u914d\u7f6e\u6761\u4ef6\u3002.<\/p>\n<p>\u5bf9\u4e8e\u5927\u578b\u591aGPU\u90e8\u7f72\uff0c\u8bf7\u9a8c\u8bc1\u4e92\u8fde\u62d3\u6251\uff0c\u5e76\u786e\u8ba4\u6240\u62a5\u4ef7\u7684\u7cfb\u7edf\u662f\u5426\u7b26\u5408\u9884\u671f\u7684\u8bad\u7ec3\u67b6\u6784\u3002.<\/p>\n<h3>GPU Mart\uff1aGPU \u670d\u52a1\u5668\u89c4\u683c<\/h3>\n<p><strong><a href=\"https:\/\/www.gxcom.net\/zh\/go\/databasemart\" title=\"\u6570\u636e\u5e93\u96c6\u5e02\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"38\" rel=\"nofollow sponsored noopener\" target=\"_blank\">GPU Mart<\/a><\/strong> \u5728\u7814\u7a76\u9762\u5411 GPU \u7684\u6258\u7ba1\u914d\u7f6e\u65f6\uff0c\u53ef\u4ee5\u8003\u8651\u8fd9\u4e00\u70b9\u3002.<\/p>\n<p>\u8bf7\u786e\u8ba4\u786e\u5207\u7684 GPU \u578b\u53f7\u3001\u53ef\u7528\u5185\u5b58\u3001\u64cd\u4f5c\u7cfb\u7edf\u3001\u9a71\u52a8\u7a0b\u5e8f\uff0c\u4ee5\u53ca\u8be5\u5957\u9910\u662f\u5426\u63d0\u4f9b\u4e13\u7528\u6216\u865a\u62df\u5316\u7684 GPU \u8d44\u6e90\u3002.<\/p>\n<p>\u8bf7\u4e0d\u8981\u8ba4\u4e3a\u6bcf\u6b3e GPU \u6258\u7ba1\u4ea7\u54c1\u90fd\u5305\u542b H100\u3001H200 \u6216 B200 \u52a0\u901f\u5668\u3002.<\/p>\n<h3>Vast.ai\uff1aGPU\u79df\u8d41\u5e73\u53f0<\/h3>\n<p><strong>Vast.ai<\/strong> \u63d0\u4f9b\u7c7b\u4f3c\u5e02\u573a\u5e73\u53f0\u98ce\u683c\u7684GPU\u8ba1\u7b97\u670d\u52a1\u5217\u8868\uff0c\u8fd9\u4e9b\u670d\u52a1\u5728\u786c\u4ef6\u3001\u8d44\u6e90\u5206\u914d\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u548c\u4e3b\u673a\u6761\u4ef6\u7b49\u65b9\u9762\u53ef\u80fd\u6709\u6240\u4e0d\u540c\u3002.<\/p>\n<p>\u5bf9\u4e8e\u9ad8\u4ef7\u503c\u7684\u8bad\u7ec3\u4efb\u52a1\uff0c\u9664\u4e86\u516c\u544a\u7684\u62a5\u916c\u5916\uff0c\u8fd8\u5e94\u7efc\u5408\u8003\u8651\u53ef\u9760\u6027\u3001\u68c0\u67e5\u70b9\u6301\u4e45\u6027\u3001\u4e2d\u65ad\u98ce\u9669\u4ee5\u53ca\u603b\u6210\u672c\u3002.<\/p>\n<h3>ServerMania\uff1a\u4e13\u7528\u670d\u52a1\u5668\u91c7\u8d2d<\/h3>\n<p><strong>ServerMania<\/strong> \u53ef\u7528\u4e8e\u8bc4\u4f30\u4e13\u7528\u57fa\u7840\u8bbe\u65bd\u6216\u5b9a\u5236\u670d\u52a1\u5668\u7684\u76f8\u5173\u8ba8\u8bba\u3002.<\/p>\n<p>\u5728\u5c06\u62a5\u4ef7\u4e2d\u7684\u7cfb\u7edf\u89c6\u4e3a\u9002\u7528\u4e8e H100\u3001H200 \u6216 B200 \u5de5\u4f5c\u8d1f\u8f7d\u4e4b\u524d\uff0c\u8bf7\u5148\u786e\u8ba4\u5f53\u524d GPU \u4ea7\u54c1\u7684\u4f9b\u8d27\u60c5\u51b5\u5e76\u7d22\u53d6\u8be6\u7ec6\u89c4\u683c\u8bf4\u660e\u3002.<\/p>\n<p>\u4e0d\u5e94\u9ed8\u8ba4\u8ba4\u4e3a\u6807\u51c6\u4e13\u7528\u670d\u52a1\u5668\u5305\u542b\u6570\u636e\u4e2d\u5fc3\u7684GPU\u3002.<\/p>\n<h2>H100 \u4e0e H200 \u4e0e B200\uff1a\u8be5\u9009\u54ea\u4e00\u6b3e\uff1f<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u8d2d\u4e70\u573a\u666f<\/th>\n<th>\u5165\u95e8\u5efa\u8bae<\/th>\n<th>\u7406\u7531<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8be5\u6a21\u578b\u53ef\u8f7b\u677e\u5bb9\u7eb3\u572880GB\u5185<\/td>\n<td>\u5148\u8bc4\u4f30 H100<\/td>\n<td>\u53ef\u80fd\u65e0\u9700\u4e3a\u672a\u4f7f\u7528\u7684\u5185\u5b58\u4ed8\u8d39\u5373\u53ef\u6ee1\u8db3\u9700\u6c42<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u53d7\u9650\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63a8\u7406<\/td>\n<td>\u8bc4\u4f30 H200<\/td>\n<td>141GB\u5185\u5b58\u548c\u66f4\u9ad8\u7684\u5e26\u5bbd<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u7ea7\u9ad8\u541e\u5410\u91cf\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<td>\u8bc4\u4f30 B200<\/td>\n<td>\u66f4\u5148\u8fdb\u7684\u67b6\u6784\u548c\u66f4\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u7b80\u77ed\u7684\u5b9e\u9a8c\u4efb\u52a1<\/td>\n<td>\u6bd4\u8f83\u53ef\u7528\u7684\u6bcf\u5c0f\u65f6\u914d\u7f6e\u65b9\u6848<\/td>\n<td>\u7075\u6d3b\u6027\u53ef\u80fd\u6bd4\u6240\u6709\u6743\u6a21\u5f0f\u66f4\u4e3a\u91cd\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u8fde\u7eed\u751f\u4ea7\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<td>\u6bd4\u8f83\u6708\u5ea6\u5957\u9910\u548c\u4e13\u5c5e\u5957\u9910<\/td>\n<td>\u5229\u7528\u7387\u548c\u53ef\u9884\u6d4b\u4ea7\u80fd\u5f71\u54cd\u4ef7\u503c<\/td>\n<\/tr>\n<tr>\n<td>\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8bad\u7ec3<\/td>\n<td>\u6bd4\u8f83\u5b8c\u6574\u7684\u591aGPU\u7cfb\u7edf<\/td>\n<td>\u4e92\u8fde\u3001\u5b58\u50a8\u548c\u7f51\u7edc\u81f3\u5173\u91cd\u8981<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e9b\u53ea\u662f\u53c2\u8003\u8d77\u70b9\uff0c\u5e76\u975e\u901a\u7528\u7684\u6027\u80fd\u6392\u540d\u3002\u6700\u4f73\u9009\u62e9\u53d6\u51b3\u4e8e\u673a\u578b\u3001\u7cbe\u5ea6\u3001\u8f6f\u4ef6\u6808\u4ee5\u53ca\u5177\u4f53\u7684\u79df\u8d41\u6761\u6b3e\u3002.<\/p>\n<h2>GPU \u670d\u52a1\u5668\u91c7\u8d2d\u6e05\u5355<\/h2>\n<ol>\n<li><strong>\u786e\u8ba4 GPU \u578b\u53f7\uff1a<\/strong> H100 SXM\u3001H100 PCIe\u3001H100 NVL\u3001H200 SXM\u3001H200 NVL \u6216 B200 \u7cfb\u7edf\u914d\u7f6e\u3002.<\/li>\n<li><strong>\u9a8c\u8bc1\u7269\u7406\u5185\u5b58\uff1a<\/strong> \u68c0\u67e5\u53ef\u7528\u663e\u5b58\uff08VRAM\uff09\u4ee5\u53ca\u8be5\u663e\u5b58\u662f\u4e13\u7528\u8fd8\u662f\u5206\u533a\u5206\u914d\u7684\u3002.<\/li>\n<li><strong>\u8861\u91cf\u5de5\u4f5c\u91cf\u8981\u6c42\uff1a<\/strong> \u6839\u636e\u5b9e\u9645\u60c5\u51b5\uff0c\u8bf7\u5305\u542b\u6a21\u578b\u6743\u91cd\u3001KV\u7f13\u5b58\u3001\u6fc0\u6d3b\u51fd\u6570\u548c\u4f18\u5316\u5668\u72b6\u6001\u3002.<\/li>\n<li><strong>\u68c0\u67e5\u7cbe\u5ea6\u652f\u6301\uff1a<\/strong> \u786e\u8ba4\u8be5\u8f6f\u4ef6\u80fd\u591f\u5229\u7528\u76ee\u6807 GPU \u7684\u529f\u80fd\u3002.<\/li>\n<li><strong>\u68c0\u67e5\u591aGPU\u62d3\u6251\uff1a<\/strong> \u9a8c\u8bc1 NVLink\u3001NVSwitch\u3001PCIe \u548c\u7f51\u7edc\u8fde\u63a5\u662f\u5426\u6b63\u5e38\u3002.<\/li>\n<li><strong>\u68c0\u67e5 CPU \u548c\u7cfb\u7edf\u5185\u5b58\uff1a<\/strong> \u907f\u514d\u4e3b\u673a\u7aef\u7684\u74f6\u9888\u3002.<\/li>\n<li><strong>\u68c0\u67e5\u5b58\u50a8\u7a7a\u95f4\uff1a<\/strong> \u5305\u62ec\u6a21\u578b\u68c0\u67e5\u70b9\u3001\u6570\u636e\u96c6\u3001\u6301\u4e45\u5377\u548c\u5907\u4efd\u3002.<\/li>\n<li><strong>\u6bd4\u8f83\u8ba1\u8d39\u6761\u6b3e\uff1a<\/strong> \u6309\u5c0f\u65f6\u3001\u6309\u6708\u3001\u9884\u7559\u548c\u4e13\u7528\u7b49\u670d\u52a1\u65b9\u6848\u3002.<\/li>\n<li><strong>\u8003\u8651\u9690\u85cf\u8d39\u7528\uff1a<\/strong> \u5305\u62ec\u6d41\u91cf\u3001\u8f6f\u4ef6\u8bb8\u53ef\u548c\u7ba1\u7406\u8d39\u7528\u3002.<\/li>\n<li><strong>\u5bf9\u5b9e\u9645\u5de5\u4f5c\u8d1f\u8f7d\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5\uff1a<\/strong> \u6bd4\u8f83\u541e\u5410\u91cf\u3001\u5ef6\u8fdf\u4ee5\u53ca\u6bcf\u9879\u5b8c\u6210\u4efb\u52a1\u7684\u6210\u672c\u3002.<\/li>\n<\/ol>\n<h2>\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n<h3>\u5728\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63a8\u7406\u65b9\u9762\uff0cNVIDIA H200 \u662f\u5426\u6bd4 H100 \u66f4\u80dc\u4e00\u7b79\uff1f<\/h3>\n<p>\u4e0e H100 SXM \u76f8\u6bd4\uff0cH200 \u63d0\u4f9b\u4e86\u66f4\u5927\u7684 GPU \u5185\u5b58\u548c\u66f4\u9ad8\u7684\u5185\u5b58\u5e26\u5bbd\uff0c\u8fd9\u6709\u52a9\u4e8e\u63d0\u5347\u5185\u5b58\u5bc6\u96c6\u578b\u63a8\u7406\u7684\u6027\u80fd\u3002\u4e0d\u8fc7\uff0c\u5b9e\u9645\u6027\u80fd\u7684\u63d0\u5347\u7a0b\u5ea6\u53d6\u51b3\u4e8e\u6a21\u578b\u3001\u6279\u91cf\u5927\u5c0f\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u4ee5\u53ca\u63a8\u7406\u6846\u67b6\u3002.<\/p>\n<h3>NVIDIA B200 \u62e5\u6709\u591a\u5c11 VRAM\uff1f<\/h3>\n<p>NVIDIA HGX B200 SXM \u914d\u7f6e\u4e3a\u6bcf\u5757 GPU \u63d0\u4f9b 180GB \u7684 HBM3e \u5185\u5b58\u3002\u5176\u4ed6 Blackwell \u4ea7\u54c1\u548c\u670d\u52a1\u5668\u914d\u7f6e\u7684\u89c4\u683c\u53ef\u80fd\u6709\u6240\u4e0d\u540c\uff0c\u8bf7\u52ff\u4e00\u6982\u800c\u8bba\u3002.<\/p>\n<h3>B200 \u662f\u5426\u603b\u662f\u6bd4 H200 \u66f4\u5feb\uff1f<\/h3>\n<p>B200 \u5728\u591a\u4e2a\u65b9\u9762\u91c7\u7528\u4e86\u66f4\u65b0\u7684\u67b6\u6784\u5e76\u5177\u5907\u66f4\u9ad8\u7684\u5cf0\u503c\u6027\u80fd\uff0c\u4f46\u5e94\u7528\u6027\u80fd\u53d6\u51b3\u4e8e\u8f6f\u4ef6\u4f18\u5316\u3001\u7cbe\u5ea6\u3001\u6a21\u578b\u7279\u6027\u4ee5\u53ca\u670d\u52a1\u5668\u914d\u7f6e\u3002\u57fa\u51c6\u6d4b\u8bd5\u5e94\u91c7\u7528\u53ef\u6bd4\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<h3>H100 \u73b0\u5728\u8fd8\u503c\u5f97\u79df\u5417\uff1f<\/h3>\n<p>\u662f\u7684\uff0c\u5f53\u5de5\u4f5c\u8d1f\u8f7d\u4e0eH100\u7684\u5185\u5b58\u5bb9\u91cf\u76f8\u5339\u914d\uff0c\u4e14\u5176\u79df\u8d41\u4ef7\u683c\u76f8\u5bf9\u4e8e\u66f4\u65b0\u6b3e\u786c\u4ef6\u66f4\u5177\u5438\u5f15\u529b\u65f6\uff0cH100\u786e\u5b9e\u662f\u4e00\u4e2a\u6027\u4ef7\u6bd4\u9ad8\u7684\u9009\u62e9\u3002.<\/p>\n<h3>\u4e00\u5757 H200 GPU \u80fd\u8fd0\u884c\u4e00\u4e2a 700 \u4ebf\u53c2\u6570\u7684\u6a21\u578b\u5417\uff1f<\/h3>\n<p>\u67d0\u4e9b\u7ecf\u8fc7\u91cf\u5316\u768470B\u7ea7\u63a8\u7406\u914d\u7f6e\u53ef\u80fd\u80fd\u591f\u5bb9\u7eb3\u5728141GB\u7684GPU\u4e2d\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u6743\u91cd\u7cbe\u5ea6\u3001KV\u7f13\u5b58\u3001\u8fd0\u884c\u65f6\u5f00\u9500\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u4ee5\u53ca\u5e76\u53d1\u5ea6\u3002 \u4e00\u4e2a\u5b8c\u5168\u4ee516\u4f4d\u7cbe\u5ea6\u5b58\u50a8\u768470B\u6a21\u578b\uff0c\u4ec5\u6743\u91cd\u90e8\u5206\u5c31\u7ea6\u9700140\u5341\u8fdb\u5236GB\uff0c\u8fd9\u4f7f\u5f97\u8bb8\u591a\u5355GPU\u90e8\u7f72\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7f3a\u4e4f\u8db3\u591f\u7684\u5197\u4f59\u7a7a\u95f4\u3002.<\/p>\n<h3>B200 \u662f\u5426\u9700\u8981 NVLink\uff1f<\/h3>\n<p>GPU \u4e0e GPU \u4e4b\u95f4\u7684\u901a\u4fe1\u8981\u6c42\u53d6\u51b3\u4e8e\u5de5\u4f5c\u8d1f\u8f7d\u548c\u90e8\u7f72\u67b6\u6784\u3002NVIDIA HGX B200 \u7cfb\u7edf\u91c7\u7528\u4e86\u9ad8\u5e26\u5bbd\u4e92\u8fde\u6280\u672f\uff0c\u4f46\u5177\u4f53\u80fd\u5e26\u6765\u591a\u5927\u6548\u76ca\uff0c\u5219\u53d6\u51b3\u4e8e\u5e94\u7528\u7a0b\u5e8f\u672c\u8eab\u3002.<\/p>\n<h3>\u54ea\u6b3e\u663e\u5361\u7684\u8f6c\u552e\u4ef7\u503c\u6700\u9ad8\uff1f<\/h3>\n<p>\u6700\u5177\u6027\u4ef7\u6bd4\u7684\u79df\u8d41\u65b9\u6848\uff0c\u662f\u6307\u5728\u6ee1\u8db3\u6027\u80fd\u548c\u53ef\u9760\u6027\u8981\u6c42\u7684\u540c\u65f6\uff0c\u6bcf\u5355\u4f4d\u6709\u6548\u4ea7\u51fa\u7684\u603b\u6210\u672c\u6700\u4f4e\u7684\u914d\u7f6e\u3002\u4ec5\u8003\u8651\u6bcf\u5c0f\u65f6\u79df\u8d41\u4ef7\u683c\u662f\u4e0d\u591f\u7684\u3002.<\/p>\n<h3>\u8fdb\u884cAI\u8bad\u7ec3\u65f6\uff0c\u6211\u5e94\u8be5\u79df\u7528H100\u3001H200\u8fd8\u662fB200\uff1f<\/h3>\n<p>\u9996\u5148\u786e\u5b9a\u8bad\u7ec3\u65b9\u6cd5\u3001\u6a21\u578b\u89c4\u6a21\u3001GPU\u5185\u5b58\u9700\u6c42\u3001\u7cbe\u5ea6\u652f\u6301\u4ee5\u53ca\u541e\u5410\u91cf\u76ee\u6807\u3002\u7136\u540e\u5bf9\u6bd4\u5b8c\u6574\u7684\u670d\u52a1\u5668\u914d\u7f6e\u548c\u5f53\u524d\u7684\u79df\u8d41\u62a5\u4ef7\u3002.<\/p>\n<h2>\u6700\u7ec8\u7ed3\u8bba\uff1a\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u503c\u9009\u62e9 H100\u3001H200 \u6216 B200<\/h2>\n<p>\u8be5 <strong>NVIDIA H100 \u4e0e H200 \u4e0e B200 \u5bf9\u6bd4<\/strong> \u51b3\u7b56\u5e94\u57fa\u4e8e\u5e94\u7528\u9700\u6c42\uff0c\u800c\u975e\u4ec5\u8003\u8651GPU\u7684\u4ee3\u6570\u3002.<\/p>\n<p><strong>H100<\/strong> \u5bf9\u4e8e\u90a3\u4e9b\u4ec5\u970080GB GPU\u5185\u5b58\u4e14\u79df\u8d41\u6210\u672c\u6548\u76ca\u826f\u597d\u7684\u6210\u719fAI\u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\uff0c\u8be5\u65b9\u6848\u4f9d\u7136\u5177\u6709\u9002\u7528\u6027\u3002.<\/p>\n<p><strong>H200<\/strong> \u5f53\u66f4\u5927\u7684\u5185\u5b58\u5bb9\u91cf\u548c\u66f4\u9ad8\u7684\u5e26\u5bbd\u80fd\u591f\u89e3\u51b3\u5b9e\u9645\u63a8\u65ad\u6216\u8bad\u7ec3\u4e2d\u7684\u74f6\u9888\u65f6\uff0c\u8fd9\u4e00\u70b9\u5c24\u5176\u5177\u6709\u5438\u5f15\u529b\u3002.<\/p>\n<p><strong>B200<\/strong> \u4e3a\u80fd\u591f\u6709\u6548\u5229\u7528\u8fd9\u4e9b\u4f18\u52bf\u7684\u9ad8\u8d1f\u8f7d\u5de5\u4f5c\u8d1f\u8f7d\u63d0\u4f9b\u4e86\u66f4\u5148\u8fdb\u7684\u67b6\u6784\u3001\u66f4\u5927\u7684\u5185\u5b58\u5bb9\u91cf\u4ee5\u53ca\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u8ba1\u7b97\u80fd\u529b\u3002.<\/p>\n<p>RunPod\u3001Cherry Servers\u3001GPU Mart\u3001Vast.ai \u548c ServerMania \u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u57fa\u7840\u8bbe\u65bd\u91c7\u8d2d\u9014\u5f84\u4f9b\u60a8\u53c2\u8003\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4ea7\u54c1\u7684\u5b9e\u9645\u4f9b\u5e94\u60c5\u51b5\u548c\u5f53\u524d\u6761\u6b3e\u3002.<\/p>\n<p>\u5728\u786e\u5b9a\u91c7\u7528\u67d0\u6b3e\u670d\u52a1\u5668\u4e4b\u524d\uff0c\u8bf7\u786e\u8ba4\u5176\u52a0\u901f\u5668\u578b\u53f7\u3001\u8d44\u6e90\u5206\u914d\u65b9\u5f0f\u3001\u8f6f\u4ef6\u517c\u5bb9\u6027\u3001\u4e92\u8fde\u62d3\u6251\u3001\u8ba1\u8d39\u6761\u4ef6\u4ee5\u53ca\u5b9e\u9645\u5de5\u4f5c\u8d1f\u8f7d\u6027\u80fd\u3002.<\/p>\n<p><strong>\u578b\u53f7\u8981\u6c42 \u2192 GPU \u663e\u5b58 \u2192 \u5185\u5b58\u5e26\u5bbd \u2192 \u8ba1\u7b97\u6027\u80fd \u2192 \u670d\u52a1\u5668\u62d3\u6251 \u2192 \u79df\u8d41\u6210\u672c \u2192 \u5b9e\u9645\u5de5\u4f5c\u8d1f\u8f7d\u503c<\/strong><\/p>\n<p>\u6700\u4f73\u7684 NVIDIA GPU \u670d\u52a1\u5668\uff0c\u662f\u6307\u80fd\u5728\u53ef\u627f\u53d7\u7684\u603b\u4f53\u6210\u672c\u4e0b\u63d0\u4f9b\u6240\u9700 AI \u6027\u80fd\u7684\u90a3\u6b3e\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5bf9\u4e8e\u8fd0\u884c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001AI \u8bad\u7ec3\u7ba1\u9053\u548c\u9ad8\u541e\u5410\u91cf\u63a8\u7406\u670d\u52a1\u7684\u7ec4\u7ec7\u800c\u8a00\uff0c\u5728 NVIDIA H100\u3001H200 \u548c B200 GPU \u670d\u52a1\u5668\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u662f\u4e00\u9879\u91cd\u8981\u7684\u57fa\u7840\u8bbe\u65bd\u51b3\u7b56\u3002\u5c3d\u7ba1\u8fd9\u4e09\u6b3e\u52a0\u901f\u5668\u5747\u9762\u5411\u8981\u6c42\u4e25\u82db\u7684\u6570\u636e\u4e2d\u5fc3\u2026\u2026<\/p>","protected":false},"author":1,"featured_media":2034,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[192,1205,584,702,1204,703,456,343,195,701],"class_list":["post-2033","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nvidia-gpu-servers","tag-ai-gpu-hosting","tag-blackwell-gpu","tag-gpu-server-rental","tag-h100-vs-h200","tag-h200-vs-b200","tag-llm-inference","tag-nvidia-b200","tag-nvidia-gpu-servers","tag-nvidia-h100","tag-nvidia-h200"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.9 (Yoast SEO v28.6) - 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