{"id":1452,"date":"2026-10-03T23:11:10","date_gmt":"2026-10-03T15:11:10","guid":{"rendered":"https:\/\/www.gxcom.net\/"},"modified":"2026-10-03T23:11:10","modified_gmt":"2026-10-03T15:11:10","slug":"nvidia-h100-%e4%b8%8e-h200-%e5%af%b9%e6%af%94","status":"publish","type":"post","link":"https:\/\/www.gxcom.net\/zh\/nvidia-h100-%e4%b8%8e-h200-%e5%af%b9%e6%af%94\/","title":{"rendered":"NVIDIA H100 \u4e0e H200 \u5bf9\u6bd4\uff1aAI \u6027\u80fd\u3001VRAM\u3001\u4ef7\u683c\u4ee5\u53ca\u8be5\u9009\u62e9\u54ea\u6b3e GPU\uff1f"},"content":{"rendered":"<p>NVIDIA H100 \u548c H200 \u662f\u9762\u5411\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u673a\u5668\u5b66\u4e60\u4ee5\u53ca\u9ad8\u6027\u80fd\u8ba1\u7b97\u9886\u57df\u7684\u4e24\u6b3e\u6700\u91cd\u8981\u7684\u6570\u636e\u4e2d\u5fc3 GPU\u3002.<\/p>\n<p>\u5b83\u4eec\u4e4b\u95f4\u4e5f\u5bc6\u5207\u76f8\u5173\u3002.<\/p>\n<p>\u4e24\u8005\u5747\u57fa\u4e8e\u82f1\u4f1f\u8fbe\u7684Hopper\u67b6\u6784\uff0c\u4f46H200\u901a\u8fc7\u5f15\u5165HBM3e\uff0c\u663e\u8457\u63d0\u5347\u4e86GPU\u5185\u5b58\u5bb9\u91cf\u548c\u5185\u5b58\u5e26\u5bbd\u3002.<\/p>\n<p>\u8fd9\u4f7f\u5f97\u771f\u6b63\u7684 <strong>NVIDIA H100 \u4e0e H200 \u5bf9\u6bd4<\/strong> \u8fd9\u4e00\u51b3\u5b9a\u6bd4\u5355\u7eaf\u8be2\u95ee\u54ea\u6b3e\u663e\u5361\u66f4\u65b0\u8981\u590d\u6742\u5f97\u591a\u3002.<\/p>\n<p>\u5bf9\u4e8e\u67d0\u4e9b AI \u5de5\u4f5c\u8d1f\u8f7d\uff0cH200 \u66f4\u5927\u7684\u5185\u5b58\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u6a21\u578b\u90e8\u7f72\u548c\u63a8\u7406\u6548\u7387\u3002\u5bf9\u4e8e\u5176\u4ed6\u5de5\u4f5c\u8d1f\u8f7d\uff0cH100 \u4ecd\u80fd\u4ee5\u66f4\u5177\u5438\u5f15\u529b\u7684\u79df\u8d41\u4ef7\u683c\u63d0\u4f9b\u51fa\u8272\u7684\u6027\u80fd\u3002.<\/p>\n<p>\u672c\u5bf9\u6bd4\u5206\u6790\u4e86AI\u6027\u80fd\u3001VRAM\u3001\u5185\u5b58\u5e26\u5bbd\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63a8\u7406\u3001\u8bad\u7ec3\u3001\u529f\u8017\u3001\u591aGPU\u6269\u5c55\u6027\u3001GPU\u4e91\u670d\u52a1\u5b9a\u4ef7\uff0c\u4ee5\u53ca\u9488\u5bf9\u4e0d\u540c\u5de5\u4f5c\u8d1f\u8f7d\u5e94\u9009\u62e9\u54ea\u6b3eGPU\u3002.<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-1453\" src=\"https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200.jpg\" alt=\"NVIDIA H100 \u4e0e H200 \u4eba\u5de5\u667a\u80fd\u6027\u80fd\u3001VRAM \u5e26\u5bbd\u53ca GPU \u4ef7\u683c\u5bf9\u6bd4\" width=\"1000\" height=\"563\" srcset=\"https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200.jpg 1000w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-300x169.jpg 300w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-768x432.jpg 768w, https:\/\/www.gxcom.net\/wp-content\/uploads\/2026\/10\/nvidia-h100-vs-h200-18x10.jpg 18w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<h2>NVIDIA H100 \u4e0e H200\uff1a\u5feb\u901f\u5bf9\u6bd4<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u529f\u80fd<\/th>\n<th>NVIDIA H100<\/th>\n<th>NVIDIA H200<\/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<\/tr>\n<tr>\n<td>GPU \u5185\u5b58<\/td>\n<td>\u5e38\u89c1 H100 SXM \u914d\u7f6e\u4e2d\u6700\u9ad8\u652f\u6301 80GB HBM3<\/td>\n<td>141GB HBM3e<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u5e26\u5bbd<\/td>\n<td>\u4f4e\u4e8eH200<\/td>\n<td>4.8TB\/s<\/td>\n<\/tr>\n<tr>\n<td>NVLink<\/td>\n<td>\u5df2\u652f\u6301<\/td>\n<td>\u5df2\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>\u4eba\u5de5\u667a\u80fd\u57f9\u8bad<\/td>\n<td>\u975e\u5e38\u68d2<\/td>\n<td>\u975e\u5e38\u68d2<\/td>\n<\/tr>\n<tr>\n<td>LLM \u63a8\u7406<\/td>\n<td>\u975e\u5e38\u68d2<\/td>\n<td>\u5728\u5185\u5b58\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d\u65b9\u9762\u8868\u73b0\u66f4\u5f3a<\/td>\n<\/tr>\n<tr>\n<td>\u5927\u578b\u6a21\u578b<\/td>\n<td>\u53ef\u80fd\u9700\u8981\u66f4\u591a\u7684GPU<\/td>\n<td>\u6bcf\u5757GPU\u7684\u5185\u5b58\u66f4\u5927<\/td>\n<\/tr>\n<tr>\n<td>\u4e91\u53ef\u7528\u6027<\/td>\n<td>\u975e\u5e38\u5e7f\u6cdb<\/td>\n<td>\u751f\u957f \/ \u5bbd\u5e7f<\/td>\n<\/tr>\n<tr>\n<td>\u79df\u91d1<\/td>\n<td>\u901a\u5e38\u8f83\u4f4e<\/td>\n<td>\u901a\u5e38\u8f83\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u6700\u8d85\u503c<\/td>\n<td>\u53d6\u51b3\u4e8e\u5de5\u4f5c\u91cf<\/td>\n<td>\u53d6\u51b3\u4e8e\u5de5\u4f5c\u91cf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u4ec0\u4e48\u662f NVIDIA H100\uff1f<\/h2>\n<p>NVIDIA H100 Tensor Core GPU \u57fa\u4e8e NVIDIA \u7684 Hopper \u67b6\u6784\uff0c\u4e13\u4e3a\u6570\u636e\u4e2d\u5fc3\u4eba\u5de5\u667a\u80fd\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\uff08HPC\uff09\u3001\u63a8\u7406\u4ee5\u53ca\u5927\u89c4\u6a21\u52a0\u901f\u8ba1\u7b97\u800c\u8bbe\u8ba1\u3002.<\/p>\n<p>H100 \u5f15\u5165\u4e86\u9002\u7528\u4e8e\u73b0\u4ee3 AI \u5de5\u4f5c\u8d1f\u8f7d\u7684\u91cd\u8981\u6280\u672f\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u7b2c\u56db\u4ee3\u5f20\u91cf\u6838\u5fc3<\/li>\n<li>Transformer Engine<\/li>\n<li>FP8 \u652f\u6301<\/li>\n<li>\u9ad8\u5e26\u5bbd\u5185\u5b58<\/li>\n<li>NVLink<\/li>\n<li>\u591a\u5b9e\u4f8bGPU\uff08MIG\uff09<\/li>\n<li>\u673a\u5bc6\u8ba1\u7b97\u529f\u80fd<\/li>\n<\/ul>\n<p>H100 \u8fc5\u901f\u6210\u4e3a\u7528\u4e8e\u8bad\u7ec3\u548c\u90e8\u7f72\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u4e3b\u8981 GPU\u3002.<\/p>\n<p>\u5b83\u4ecd\u53ef\u901a\u8fc7 GPU \u4e91\u5e73\u53f0\u3001\u4e13\u7528 GPU \u670d\u52a1\u5668\u548c\u4f01\u4e1a\u7ea7 AI \u57fa\u7840\u8bbe\u65bd\u5e7f\u6cdb\u83b7\u53d6\u3002.<\/p>\n<h2>\u4ec0\u4e48\u662f NVIDIA H200\uff1f<\/h2>\n<p>NVIDIA H200 \u540c\u6837\u57fa\u4e8e Hopper \u67b6\u6784\u3002.<\/p>\n<p>\u5176\u6700\u91cd\u8981\u7684\u6539\u8fdb\u5728\u4e8e\u5185\u5b58\u5b50\u7cfb\u7edf\u3002.<\/p>\n<p>H200 \u63d0\u4f9b\uff1a<\/p>\n<ul>\n<li>141GB HBM3e GPU\u5185\u5b58<\/li>\n<li>4.8TB\/s \u5185\u5b58\u5e26\u5bbd<\/li>\n<li>Hopper \u5f20\u91cf\u6838\u5fc3\u67b6\u6784<\/li>\n<li>NVLink \u8fde\u63a5<\/li>\n<li>\u591a\u5b9e\u4f8b GPU \u652f\u6301<\/li>\n<li>\u4f01\u4e1a\u7ea7\u4eba\u5de5\u667a\u80fd\u548c\u9ad8\u6027\u80fd\u8ba1\u7b97\u80fd\u529b<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u800c\u8a00\uff0c\u989d\u5916\u7684\u5185\u5b58\u5bb9\u91cf\u5c24\u4e3a\u91cd\u8981\uff0c\u56e0\u4e3a\u6a21\u578b\u6743\u91cd\u3001KV\u7f13\u5b58\u3001\u6fc0\u6d3b\u503c\u4ee5\u53ca\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u53ef\u80fd\u4f1a\u6d88\u8017\u6d77\u91cf\u7684\u663e\u5b58\u3002.<\/p>\n<p><strong>H100 \u2192 \u6570\u636e\u7f13\u51b2\u533a + \u9ad8\u6027\u80fd AI \u8ba1\u7b97<\/strong><\/p>\n<p><strong>H200 \u2192 \u8fdb\u6599\u6597 + \u5bb9\u91cf\u66f4\u5927\u3001\u901f\u5ea6\u66f4\u5feb\u7684\u5185\u5b58<\/strong><\/p>\n<h2>H100 \u4e0e H200\uff1a\u6700\u5927\u7684\u533a\u522b\u5728\u4e8e\u5185\u5b58<\/h2>\n<p>\u4eba\u4eec\u5f88\u5bb9\u6613\u5c06H200\u89c6\u4e3a\u4e00\u4e2a\u5168\u65b0\u7684GPU\u4e16\u4ee3\u3002.<\/p>\n<p>\u8fd9\u5e76\u4e0d\u662f\u7406\u89e3\u5b83\u7684\u6700\u4f73\u65b9\u5f0f\u3002.<\/p>\n<p>\u8fd9\u4e24\u6b3eGPU\u5747\u91c7\u7528Hopper\u67b6\u6784\u3002.<\/p>\n<p>H200\u7684\u4e3b\u8981\u5347\u7ea7\u5185\u5bb9\u662f\uff1a<\/p>\n<p><strong>\u66f4\u5927\u7684VRAM + \u66f4\u9ad8\u7684\u5185\u5b58\u5e26\u5bbd\u3002.<\/strong><\/p>\n<p>NVIDIA H200 \u914d\u5907 141GB \u7684 HBM3e \u5185\u5b58\uff0c\u5e26\u5bbd\u8fbe 4.8TB\/s\u3002.<\/p>\n<p>\u4e0e\u76ee\u524d\u5e7f\u6cdb\u90e8\u7f72\u7684 80GB H100 SXM \u914d\u7f6e\u76f8\u6bd4\uff0c\u8fd9\u6781\u5927\u5730\u589e\u52a0\u4e86\u53ef\u76f4\u63a5\u4fdd\u5b58\u5728 GPU \u5185\u5b58\u4e2d\u7684 AI \u6a21\u578b\u6570\u636e\u91cf\u3002.<\/p>\n<p>\u5bf9\u4e8e\u53d7\u5185\u5b58\u9650\u5236\u7684\u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\uff0c\u8fd9\u4e00\u70b9\u53ef\u80fd\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n<h2>\u4e3a\u4ec0\u4e48VRAM\u5bf9\u4eba\u5de5\u667a\u80fd\u5f88\u91cd\u8981<\/h2>\n<p>\u5728\u90e8\u7f72\u5927\u578b\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u65f6\uff0cGPU\u5185\u5b58\u662f\u6700\u91cd\u8981\u7684\u89c4\u683c\u4e4b\u4e00\u3002.<\/p>\n<p>VRAM \u53ef\u80fd\u9700\u8981\u5b58\u50a8\uff1a<\/p>\n<ul>\n<li>\u6a21\u578b\u6743\u91cd<\/li>\n<li>KV\u7f13\u5b58<\/li>\n<li>\u6fc0\u6d3b<\/li>\n<li>\u8bad\u7ec3\u72b6\u6001<\/li>\n<li>\u6279\u6b21\u6570\u636e<\/li>\n<li>\u4e34\u65f6\u5f20\u91cf<\/li>\n<\/ul>\n<p>\u5f53\u6a21\u578b\u65e0\u6cd5\u5728\u5355\u4e2a GPU \u4e0a\u9ad8\u6548\u8bad\u7ec3\u65f6\uff0c\u53ef\u80fd\u9700\u8981\u5c06\u5176\u5206\u914d\u5230\u591a\u4e2a GPU \u4e0a\u3002.<\/p>\n<p>\u8fd9\u5e26\u6765\u4e86\u989d\u5916\u7684\u6c9f\u901a\u8981\u6c42\u3002.<\/p>\n<p><strong>\u6a21\u578b \u2192 GPU 1 + GPU 2 + GPU 3 + GPU 4<\/strong><\/p>\n<p>\u5982\u679c\u5185\u5b58\u66f4\u5927\u7684 GPU \u80fd\u8ba9\u76f8\u540c\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4f7f\u7528\u66f4\u5c11\u7684 GPU\uff0c\u90a3\u4e48\u8be5\u67b6\u6784\u53ef\u80fd\u4f1a\u53d8\u5f97\u66f4\u7b80\u5355\uff0c\u5e76\u4e14\u53ef\u80fd\u66f4\u9ad8\u6548\u3002.<\/p>\n<h2>H100 \u4e0e H200 \u5728\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u4e2d\u7684\u5bf9\u6bd4<\/h2>\n<p>LLM\u63a8\u7406\u662fH200\u6700\u5f3a\u5927\u7684\u5e94\u7528\u573a\u666f\u4e4b\u4e00\u3002.<\/p>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u90e8\u7f72\u53ef\u80fd\u4f1a\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u5185\u5b58\u5bb9\u91cf\u548c\u5e26\u5bbd\u3002.<\/p>\n<p>H200 \u914d\u5907\u7684 141GB HBM3e \u5185\u5b58\uff0c\u4f7f\u5f97\u66f4\u5927\u7684\u6a21\u578b\u3001\u66f4\u5927\u7684\u6279\u5904\u7406\u89c4\u6a21\u4ee5\u53ca\u66f4\u5927\u7684 KV \u7f13\u5b58\u80fd\u591f\u4fdd\u7559\u5728 GPU \u5185\u5b58\u4e2d\u3002.<\/p>\n<p>\u4e0e H100 \u76f8\u6bd4\uff0cNVIDIA \u5728\u90e8\u5206\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5de5\u4f5c\u8d1f\u8f7d\u4e0a\u5c55\u793a\u4e86 H200 \u5728\u63a8\u7406\u6027\u80fd\u65b9\u9762\u7684\u663e\u8457\u63d0\u5347\uff0c\u7279\u522b\u662f\u5728\u66f4\u5927\u5bb9\u91cf\u7684\u5185\u5b58\u7cfb\u7edf\u80fd\u591f\u51cf\u5c11\u901a\u4fe1\u5f00\u9500\u6216\u6d88\u9664\u5185\u5b58\u74f6\u9888\u7684\u60c5\u51b5\u4e0b\u3002.<\/p>\n<p>\u7136\u800c\uff0c\u6027\u80fd\u5dee\u5f02\u53d6\u51b3\u4e8e\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n<ul>\n<li>\u578b\u53f7<\/li>\n<li>\u7cbe\u5ea6<\/li>\n<li>\u91cf\u5316<\/li>\n<li>\u6279\u6b21\u5927\u5c0f<\/li>\n<li>\u4e0a\u4e0b\u6587\u957f\u5ea6<\/li>\n<li>\u63a8\u7406\u6846\u67b6<\/li>\n<li>GPU \u6570\u91cf<\/li>\n<\/ul>\n<p><strong>\u66f4\u5927\u7684VRAM \u2260 \u6240\u6709\u673a\u578b\u90fd\u80fd\u83b7\u5f97\u76f8\u540c\u7684\u6027\u80fd\u63d0\u5347\u3002.<\/strong><\/p>\n<h2>H100 \u548c H200 \u7684 GPU \u4e91\u5e73\u53f0\u5bf9\u6bd4<\/h2>\n<p>\u5bf9\u4e8e\u5927\u591a\u6570\u5f00\u53d1\u4eba\u5458\u548c\u5c0f\u578b\u4eba\u5de5\u667a\u80fd\u56e2\u961f\u800c\u8a00\uff0c\u8d2d\u4e70 H100 \u6216 H200 \u7cfb\u7edf\u5e76\u6ca1\u6709\u5fc5\u8981\u3002\u79df\u7528 GPU \u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u4f7f\u57fa\u7840\u8bbe\u65bd\u4e0e\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6301\u7eed\u65f6\u95f4\u548c\u89c4\u6a21\u76f8\u5339\u914d\u3002.<\/p>\n<p>\u8bf8\u5982\u4ee5\u4e0b\u5e73\u53f0\uff1a <strong><a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\" title=\"RunPod\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"35\" rel=\"nofollow noopener\" target=\"_blank\">RunPod<\/a><\/strong> \u4ee5\u53ca <strong><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 noopener\" target=\"_blank\">Vast.ai<\/a><\/strong> \u5728\u6bd4\u8f83\u6309\u9700 GPU \u57fa\u7840\u8bbe\u65bd\u65f6\uff0c\u8fd9\u4e9b\u56e0\u7d20\u5c24\u4e3a\u91cd\u8981\uff0c\u800c <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 noopener\" target=\"_blank\">\u6570\u636e\u5e93\u96c6\u5e02<\/a><\/strong> \u5728\u8bc4\u4f30\u8fd0\u884c\u65f6\u95f4\u8f83\u957f\u7684 GPU \u670d\u52a1\u5668\u914d\u7f6e\u65f6\uff0c\u4ee5 GPU \u4e3a\u5bfc\u5411\u7684\u670d\u52a1\u5668\u63d0\u4f9b\u5546\u53ef\u80fd\u4f1a\u6d3e\u4e0a\u7528\u573a\u3002.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u670d\u52a1\u63d0\u4f9b\u5546<\/th>\n<th>\u6700\u4f73\u5bf9\u6bd4\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong><a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\" title=\"RunPod\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"35\" rel=\"nofollow noopener\" target=\"_blank\">RunPod<\/a><\/strong><\/td>\n<td>\u6309\u9700 GPU \u4e91\u3001\u90e8\u7f72\u548c AI \u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<\/tr>\n<tr>\n<td><strong>Vast.ai<\/strong><\/td>\n<td>Marketplace \u4e0a\u7684 GPU \u4ef7\u683c\u53ca\u53ef\u7528\u914d\u7f6e<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6570\u636e\u5e93\u96c6\u5e02<\/strong><\/td>\n<td>GPU \u670d\u52a1\u5668\u914d\u7f6e\u548c\u8fd0\u884c\u65f6\u95f4\u8f83\u957f\u7684\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>GPU \u7684\u5e93\u5b58\u548c\u4ef7\u683c\u53ef\u80fd\u8fc5\u901f\u53d8\u5316\uff0c\u56e0\u6b64\u5728\u90e8\u7f72\u524d\uff0c\u8bf7\u52a1\u5fc5\u6bd4\u8f83\u5177\u4f53\u7684 GPU \u578b\u53f7\u3001\u663e\u5b58\u3001CPU\u3001\u7cfb\u7edf\u5185\u5b58\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u914d\u7f6e\u3001\u8ba1\u8d39\u6a21\u5f0f\u4ee5\u53ca\u53ef\u7528\u6027\u3002.<\/p>\n<p>\u4e0d\u8981\u4ec5\u51edGPU\u540d\u79f0\u6765\u6bd4\u8f83\u4e0d\u540c\u5382\u5546\u7684\u4ea7\u54c1\u3002.<\/p>\n<p><strong>H100 + \u4f4e\u901f\u5b58\u50a8 + \u7f51\u7edc\u6027\u80fd\u5dee \u2260 \u4f18\u5316\u7684\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u3002.<\/strong><\/p>\n<h2>H100 \u4e0e H200 \u5728 AI \u8bad\u7ec3\u4e2d\u7684\u5bf9\u6bd4<\/h2>\n<p>\u8fd9\u4e24\u6b3eGPU\u90fd\u662f\u529f\u80fd\u5f3a\u5927\u7684\u8bad\u7ec3\u52a0\u901f\u5668\u3002.<\/p>\n<p>H200 \u66f4\u5927\u7684\u5185\u5b58\u5bb9\u91cf\u5728\u8bad\u7ec3\u6216\u5fae\u8c03\u9700\u8981\u5927\u91cf\u663e\u5b58\u7684\u6a21\u578b\u65f6\uff0c\u80fd\u591f\u5e26\u6765\u4f18\u52bf\u3002.<\/p>\n<p>\u66f4\u5927\u7684GPU\u5185\u5b58\u53ef\u4ee5\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li>\u66f4\u5927\u5c3a\u5bf8\u7684\u578b\u53f7<\/li>\n<li>\u66f4\u5927\u7684\u6279\u91cf<\/li>\n<li>\u5185\u5b58\u51b2\u7a81\u66f4\u5c11<\/li>\n<li>\u7b80\u5316\u6a21\u578b\u5212\u5206<\/li>\n<li>\u66f4\u7075\u6d3b\u7684\u5fae\u8c03<\/li>\n<\/ul>\n<p>\u4f46\u8bad\u7ec3\u6548\u679c\u5e76\u4e0d\u5b8c\u5168\u53d6\u51b3\u4e8eVRAM\u3002.<\/p>\n<p>\u5bf9\u4e8e\u5206\u5e03\u5f0f\u8bad\u7ec3\u800c\u8a00\uff0c\u7f51\u7edc\u901a\u4fe1\u548cGPU\u95f4\u901a\u4fe1\u540c\u6837\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n<p>\u56e0\u6b64\uff0c\u5e94\u5c06\u591aGPU\u96c6\u7fa4\u4f5c\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u7cfb\u7edf\u8fdb\u884c\u8bc4\u4f30\u3002.<\/p>\n<h2>H100 \u4e0e H200 \u5728\u5fae\u8c03\u65b9\u9762\u7684\u5bf9\u6bd4<\/h2>\n<p>\u5fae\u8c03\u7684\u8981\u6c42\u5dee\u5f02\u6781\u5927\u3002.<\/p>\n<p>\u4e0e\u5168\u6a21\u578b\u8bad\u7ec3\u76f8\u6bd4\uff0cLoRA \u548c QLoRA \u7b49\u6280\u672f\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u5185\u5b58\u9700\u6c42\u3002.<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u5bf9\u4e8e\u8bb8\u591a\u5fae\u8c03\u9879\u76ee\u800c\u8a00\uff0cH100 \u53ef\u80fd\u5df2\u7ecf\u63d0\u4f9b\u4e86\u7ef0\u7ef0\u6709\u4f59\u7684\u5185\u5b58\u3002.<\/p>\n<p>\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\uff0cH200\u66f4\u5177\u5438\u5f15\u529b\uff1a<\/p>\n<ul>\n<li>\u8fd9\u4e2a\u6a21\u578b\u975e\u5e38\u5927<\/li>\n<li>\u6279\u5904\u7406\u89c4\u6a21\u9700\u8981\u6269\u5927<\/li>\n<li>\u4e0a\u4e0b\u6587\u7a97\u53e3\u5f88\u5927<\/li>\n<li>\u5185\u5b58\u5df2\u7ecf\u6210\u4e3a\u74f6\u9888<\/li>\n<li>\u4e3b\u8981\u7531\u4e8eVRAM\u7684\u539f\u56e0\uff0c\u9700\u8981\u591a\u5757H100 GPU<\/li>\n<\/ul>\n<h2>H100 \u4e0e H200 \u7684\u5185\u5b58\u5e26\u5bbd\u5bf9\u6bd4<\/h2>\n<p>\u5bb9\u91cf\u53ea\u662f\u5185\u5b58\u6545\u4e8b\u7684\u4e00\u534a\u3002.<\/p>\n<p>\u5e26\u5bbd\u51b3\u5b9a\u4e86GPU\u5728\u5185\u5b58\u4e0e\u5176\u8ba1\u7b97\u8d44\u6e90\u4e4b\u95f4\u4f20\u8f93\u6570\u636e\u7684\u901f\u5ea6\u3002.<\/p>\n<p>H200 \u7684\u5185\u5b58\u5e26\u5bbd\u8fbe\u5230 4.8TB\/s\u3002.<\/p>\n<p>\u5bf9\u4e8e\u53d7\u5185\u5b58\u5e26\u5bbd\u9650\u5236\u7684\u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\uff0c\u8fd9\u4e00\u70b9\u5c24\u4e3a\u91cd\u8981\u3002.<\/p>\n<p>\u4e00\u4e2a\u7b80\u5316\u7684\u6027\u80fd\u6a21\u578b\u5982\u4e0b\uff1a<\/p>\n<p><strong>\u8ba1\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d \u2192 GPU \u8ba1\u7b97\u7684\u91cd\u8981\u6027\u65e5\u76ca\u51f8\u663e<\/strong><\/p>\n<p><strong>\u5185\u5b58\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d \u2192 VRAM \u5e26\u5bbd\u66f4\u4e3a\u5173\u952e<\/strong><\/p>\n<p>\u5728\u4e3a H200 \u652f\u4ed8\u66f4\u591a\u8d39\u7528\u4e4b\u524d\uff0c\u4e86\u89e3\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u5b58\u5728\u54ea\u4e9b\u74f6\u9888\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n<h2>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e2d\u7684 H100 \u4e0e H200 \u5bf9\u6bd4<\/h2>\n<p>\u5927\u578b\u8bed\u8a00\u6a21\u578b\u662f\u8003\u8651\u91c7\u7528 H200 \u7684\u6700\u660e\u663e\u7406\u7531\u4e4b\u4e00\u3002.<\/p>\n<p>\u968f\u7740\u6a21\u578b\u89c4\u6a21\u548c\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u589e\u52a0\uff0c\u5bf9GPU\u5185\u5b58\u7684\u9700\u6c42\u4e5f\u4f1a\u8fc5\u901f\u4e0a\u5347\u3002.<\/p>\n<p>\u6bcf\u5757GPU\u914d\u5907\u66f4\u591a\u7684\u5185\u5b58\uff0c\u53ef\u4ee5\u51cf\u5c11\u4ec5\u4e3a\u5bb9\u7eb3\u4e00\u4e2a\u6a21\u578b\u800c\u6240\u9700\u7684\u52a0\u901f\u5668\u6570\u91cf\u3002.<\/p>\n<p>\u8fd9\u5e76\u4e0d\u4e00\u5b9a\u610f\u5473\u7740H200\u7684\u603b\u6210\u672c\u603b\u662f\u66f4\u4f4e\u3002.<\/p>\n<p>\u4f60\u5fc5\u987b\u8fdb\u884c\u6bd4\u8f83\uff1a<\/p>\n<p><strong>GPU \u4ef7\u683c \u00d7 GPU \u6570\u91cf \u00d7 \u8fd0\u884c\u65f6\u95f4<\/strong><\/p>\n<p>\u800c\u4e0d\u662f\uff1a<\/p>\n<p><strong>\u5355\u5f20GPU\u7684\u6bcf\u5c0f\u65f6\u4ef7\u683c\u3002.<\/strong><\/p>\n<h2>RAG\u4e2d\u7684H100\u4e0eH200\u5bf9\u6bd4<\/h2>\n<p>\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u7cfb\u7edf\u5c06\u6a21\u578b\u63a8\u7406\u4e0e\u68c0\u7d22\u3001\u5d4c\u5165\u3001\u5411\u91cf\u641c\u7d22\u4ee5\u53ca\u5e94\u7528\u903b\u8f91\u76f8\u7ed3\u5408\u3002.<\/p>\n<p>GPU\u7684\u8981\u6c42\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u54ea\u4e9b\u7ec4\u4ef6\u5728\u52a0\u901f\u5668\u4e0a\u8fd0\u884c\u3002.<\/p>\n<p>\u5bf9\u4e8e\u5927\u89c4\u6a21\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63a8\u7406\uff0cH200\u7684\u5185\u5b58\u5bb9\u91cf\u5c06\u5927\u6709\u88e8\u76ca\u3002.<\/p>\n<p>\u5bf9\u4e8e\u89c4\u6a21\u8f83\u5c0f\u7684 RAG \u5e94\u7528\uff0cH100\u2014\u2014\u751a\u81f3\u66f4\u4fbf\u5b9c\u7684 GPU\u2014\u2014\u53ef\u80fd\u5c31\u8db3\u4ee5\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u3002.<\/p>\n<p>\u4e0d\u8981\u4ec5\u4ec5\u56e0\u4e3a\u8be5\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5c31\u9009\u62e9 H200\u3002.<\/p>\n<h2>HPC \u9886\u57df\u7684 H100 \u4e0e H200 \u5bf9\u6bd4<\/h2>\n<p>H100 \u548c H200 \u5747\u652f\u6301\u9ad8\u6027\u80fd\u8ba1\u7b97\u5de5\u4f5c\u8d1f\u8f7d\u3002.<\/p>\n<p>\u5bf9\u4e8e\u53d7\u5185\u5b58\u5bb9\u91cf\u6216\u5185\u5b58\u5e26\u5bbd\u9650\u5236\u7684\u5e94\u7528\u800c\u8a00\uff0cH200 \u5c24\u5176\u5177\u6709\u5438\u5f15\u529b\u3002.<\/p>\n<p>\u793a\u4f8b\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u79d1\u5b66\u6a21\u62df<\/li>\n<li>\u8ba1\u7b97\u5316\u5b66<\/li>\n<li>\u57fa\u56e0\u7ec4\u5b66<\/li>\n<li>\u7269\u7406\u5b66<\/li>\n<li>\u5de5\u7a0b<\/li>\n<li>\u6570\u636e\u5206\u6790<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u80fd\u591f\u8f7b\u677e\u5bb9\u7eb3\u5728H100\u5185\u5b58\u4e2d\u7684\u8ba1\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u8fc1\u79fb\u5230H200\u6240\u5e26\u6765\u7684\u6548\u76ca\u53ef\u80fd\u8f83\u5c0f\u3002.<\/p>\n<h2>H100 \u4e0e H200 \u7684\u529f\u8017\u5bf9\u6bd4<\/h2>\n<p>\u5e94\u4ece\u6574\u4e2a\u7cfb\u7edf\u5c42\u9762\u6765\u8003\u8651\u7535\u6e90\u95ee\u9898\u3002.<\/p>\n<p>H200 SXM \u914d\u7f6e\u7684 TDP \u6700\u9ad8\u53ef\u8fbe 700W\uff08\u5177\u4f53\u6570\u503c\u53d6\u51b3\u4e8e\u5e73\u53f0\uff09\uff0c\u4e14\u53ef\u8fdb\u884c\u914d\u7f6e\u3002.<\/p>\n<p>\u4f46\u4ec5\u51ed\u74e6\u6570\u5e76\u4e0d\u80fd\u51b3\u5b9a\u6548\u7387\u3002.<\/p>\n<p>\u66f4\u6709\u53c2\u8003\u4ef7\u503c\u7684\u6307\u6807\u662f\uff1a<\/p>\n<p><strong>\u6709\u6548AI\u529f \/ \u6d88\u8017\u80fd\u91cf\u3002.<\/strong><\/p>\n<p>\u5982\u679c\u67d0\u5757 GPU \u80fd\u66f4\u5feb\u5730\u5b8c\u6210\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u6216\u8005\u51cf\u5c11\u4e86\u6240\u9700\u7684 GPU \u6570\u91cf\uff0c\u90a3\u4e48\u5355\u5757 GPU \u529f\u8017\u7684\u589e\u52a0\u5e76\u4e0d\u4e00\u5b9a\u610f\u5473\u7740\u603b\u80fd\u8017\u6210\u672c\u4f1a\u968f\u4e4b\u589e\u52a0\u3002.<\/p>\n<h2>H100 \u4e0e H200 \u7684\u591a GPU \u6269\u5c55\u6027\u5bf9\u6bd4<\/h2>\n<p>\u5927\u578b\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u901a\u5e38\u9700\u8981\u591a\u5757GPU\u3002.<\/p>\n<p>\u5728\u9002\u5f53\u7684\u670d\u52a1\u5668\u914d\u7f6e\u4e0b\uff0cH100 \u548c H200 \u5747\u652f\u6301\u9ad8\u901f NVIDIA NVLink \u8fde\u63a5\u3002.<\/p>\n<p>\u4e00\u53f0\u5178\u578b\u7684\u5927\u578b\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u5668\u53ef\u80fd\u4f7f\u7528\uff1a<\/p>\n<p><strong>8 \u4e2a GPU \u2192 NVLink \/ NVSwitch \u2192 \u9ad8\u901f GPU \u4e92\u8fde\u67b6\u6784<\/strong><\/p>\n<p>\u5bf9\u4e8e\u5206\u5e03\u5f0f\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u8fd8\u5e94\u8bc4\u4f30\uff1a<\/p>\n<ul>\n<li>NVLink \u62d3\u6251\u7ed3\u6784<\/li>\n<li>NVSwitch<\/li>\n<li>InfiniBand \u6216 \u4ee5\u592a\u7f51<\/li>\n<li>\u7f51\u7edc\u5e26\u5bbd<\/li>\n<li>CPU<\/li>\n<li>\u7cfb\u7edf\u5185\u5b58<\/li>\n<li>NVMe \u5b58\u50a8<\/li>\n<\/ul>\n<p>\u5982\u679c\u901a\u8fc7\u7f51\u7edc\u8fde\u63a5\u4e0d\u4f73\u7684\u65b9\u5f0f\u8fde\u63a5\u516b\u5757\u6602\u8d35\u7684GPU\uff0c\u53ef\u80fd\u4f1a\u9020\u6210\u4e00\u4e2a\u4ee3\u4ef7\u9ad8\u6602\u7684\u74f6\u9888\u3002.<\/p>\n<h2>H100 \u4e0e H200 \u7684\u4ef7\u683c\u5bf9\u6bd4<\/h2>\n<p>H100\u6216H200\u5e76\u6ca1\u6709\u7edf\u4e00\u7684\u79df\u8d41\u4ef7\u683c\u3002.<\/p>\n<p>GPU \u4e91\u670d\u52a1\u7684\u5b9a\u4ef7\u53d6\u51b3\u4e8e\uff1a<\/p>\n<ul>\n<li>\u670d\u52a1\u63d0\u4f9b\u5546<\/li>\n<li>\u5730\u533a<\/li>\n<li>SXM \u4e0e PCIe \u914d\u7f6e\u5bf9\u6bd4<\/li>\n<li>\u4e13\u7528 GPU \u4e0e\u5171\u4eab GPU<\/li>\n<li>CPU<\/li>\n<li>\u7cfb\u7edf\u5185\u5b58<\/li>\n<li>\u5b58\u50a8<\/li>\n<li>\u7f51\u7edc<\/li>\n<li>\u6309\u9700\u8ba1\u8d39\u4e0e\u9884\u7559\u8ba1\u8d39<\/li>\n<li>\u5e02\u573a\u4f9b\u5e94<\/li>\n<\/ul>\n<p>H100\u7684\u57fa\u7840\u8bbe\u65bd\u901a\u5e38\u66f4\u4e3a\u6210\u719f\u4e14\u5e7f\u6cdb\u53ef\u7528\uff0c\u56e0\u6b64\u5f53\u5176\u4e0eH200\u7684\u4ef7\u683c\u5dee\u8ddd\u8f83\u5927\u65f6\uff0c\u4fbf\u5177\u6709\u8f83\u9ad8\u7684\u5438\u5f15\u529b\u3002.<\/p>\n<p>\u5f53 H200 \u51ed\u501f\u5176\u66f4\u5927\u7684\u663e\u5b58\u4f7f\u5de5\u4f5c\u8d1f\u8f7d\u80fd\u591f\u4f7f\u7528\u66f4\u5c11\u7684 GPU \u6216\u63d0\u4f9b\u663e\u8457\u66f4\u9ad8\u7684\u541e\u5410\u91cf\u65f6\uff0c\u5176\u6ea2\u4ef7\u4fbf\u6709\u5176\u5408\u7406\u6027\u3002.<\/p>\n<h2>\u5982\u4f55\u6bd4\u8f83\u771f\u5b9e\u7684GPU\u4e91\u670d\u52a1\u6210\u672c<\/h2>\n<p>\u8bf7\u4e0d\u8981\u4ec5\u6bd4\u8f83\uff1a<\/p>\n<p><strong>$ \/ GPU \u5c0f\u65f6<\/strong><\/p>\n<p>\u8bf7\u6539\u7b97\u5982\u4e0b\uff1a<\/p>\n<p><strong>GPU \u6bcf\u5c0f\u65f6\u6210\u672c \u00d7 \u6240\u9700 GPU \u6570\u91cf \u00d7 \u6240\u9700\u5c0f\u65f6\u6570 = \u5de5\u4f5c\u8d1f\u8f7d\u6210\u672c<\/strong><\/p>\n<p>\u5bf9\u4e8e\u63a8\u7406\u800c\u8a00\uff0c\u4e00\u4e2a\u66f4\u5408\u9002\u7684\u5ea6\u91cf\u6807\u51c6\u53ef\u80fd\u662f\uff1a<\/p>\n<p><strong>\u603b\u6210\u672c \/ \u53d1\u653e\u7684\u4ee3\u5e01\u6570\u91cf<\/strong><\/p>\n<p>\u7528\u4e8e\u57f9\u8bad\uff1a<\/p>\n<p><strong>\u603b\u6210\u672c \/ \u5df2\u5b8c\u6210\u7684\u57f9\u8bad\u4efb\u52a1<\/strong><\/p>\n<p>\u66f4\u6602\u8d35\u7684 GPU \u6709\u65f6\u80fd\u964d\u4f4e\u5de5\u4f5c\u8d1f\u8f7d\u6210\u672c\uff0c\u56e0\u4e3a\u5b83\u80fd\u66f4\u5feb\u5730\u5b8c\u6210\u4efb\u52a1\uff0c\u6216\u8005\u6240\u9700\u7684\u52a0\u901f\u5668\u6570\u91cf\u66f4\u5c11\u3002.<\/p>\n<h2>\u4f55\u65f6H100\u80fd\u63d0\u4f9b\u66f4\u9ad8\u7684\u6027\u4ef7\u6bd4<\/h2>\n<p>\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\uff0cH100 \u4ecd\u5177\u5907\u5f88\u5f3a\u7684\u6027\u80fd\uff0c\u4e14\u53ef\u80fd\u5e26\u6765\u66f4\u4f18\u7684\u7ecf\u6d4e\u6548\u76ca\uff1a<\/p>\n<ul>\n<li>\u60a8\u7684\u6a21\u578b\u53ef\u4ee5\u8f7b\u677e\u5bb9\u7eb3\u5728\u53ef\u7528\u663e\u5b58\u4e2d<\/li>\n<li>\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4e3b\u8981\u53d7\u8ba1\u7b97\u80fd\u529b\u9650\u5236<\/li>\n<li>H100\u7684\u79df\u8d41\u4ef7\u683c\u660e\u663e\u66f4\u4f4e<\/li>\n<li>\u60a8\u9700\u8981\u5e7f\u6cdb\u7684\u4f9b\u5e94\u5546\u8986\u76d6\u8303\u56f4<\/li>\n<li>\u60a8\u5df2\u7ecf\u90e8\u7f72\u4e86\u7ecf\u8fc7\u4f18\u5316\u7684 H100 \u57fa\u7840\u8bbe\u65bd<\/li>\n<li>\u60a8\u7684\u8f6f\u4ef6\u5806\u6808\u5df2\u9488\u5bf9 H100 \u8fdb\u884c\u4e86\u4f18\u5316<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u8bb8\u591a\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u8d1f\u8f7d\u800c\u8a00\uff0c\u4ec5\u4ec5\u56e0\u4e3a\u51fa\u73b0\u4e86\u66f4\u65b0\u6b3e\u7684\u786c\u4ef6\u5c31\u8fdb\u884c\u5347\u7ea7\u662f\u6ca1\u6709\u5fc5\u8981\u7684\u3002.<\/p>\n<p><strong>\u5148\u627e\u51fa\u74f6\u9888\u3002.<\/strong><\/p>\n<h2>\u4f55\u65f6\u9009\u62e9H200\u66f4\u660e\u667a<\/h2>\n<p>\u5728\u4ee5\u4e0b\u60c5\u51b5\u4e0b\uff0cH200 \u5c24\u5176\u5177\u6709\u5438\u5f15\u529b\uff1a<\/p>\n<ul>\n<li>80GB\u7684\u663e\u5b58\u9650\u5236\u4e86\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d<\/li>\n<li>\u60a8\u63d0\u4f9b\u7684\u662f\u8d85\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b<\/li>\n<li>\u4f60\u9700\u8981\u66f4\u5927\u7684 KV \u7f13\u5b58<\/li>\n<li>\u60a8\u4f7f\u7528\u4e86\u8f83\u957f\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3<\/li>\n<li>\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u53d7\u5185\u5b58\u5e26\u5bbd\u7684\u9650\u5236<\/li>\n<li>\u8fd0\u884c\u4e00\u4e2a\u6a21\u578b\u6240\u9700\u7684GPU\u6570\u91cf\u66f4\u5c11<\/li>\n<li>\u989d\u5916\u7684\u5185\u5b58\u6709\u52a9\u4e8e\u63d0\u9ad8\u63a8\u7406\u541e\u5410\u91cf<\/li>\n<\/ul>\n<p>\u4ece H100 \u5347\u7ea7\u5230 H200 \u7684\u6700\u5927\u7406\u7531\u901a\u5e38\u5e94\u8be5\u662f\u53ef\u91cf\u5316\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4f18\u52bf\uff0c\u800c\u4e0d\u662f\u578b\u53f7\u672c\u8eab\u3002.<\/p>\n<h2>\u521d\u521b\u4f01\u4e1a\u8be5\u9009 H100 \u8fd8\u662f H200\uff1f<\/h2>\n<p>\u5728\u80fd\u591f\u9884\u6d4b\u5229\u7528\u7387\u4e4b\u524d\uff0c\u5927\u591a\u6570\u4eba\u5de5\u667a\u80fd\u521d\u521b\u4f01\u4e1a\u5e94\u907f\u514d\u8d2d\u4e70\u6602\u8d35\u7684GPU\u57fa\u7840\u8bbe\u65bd\u3002.<\/p>\n<p>\u8bf8\u5982\u4ee5\u4e0b\u5e73\u53f0\uff1a <strong><a href=\"https:\/\/www.gxcom.net\/zh\/go\/runpod\" title=\"RunPod\" class=\"pretty-link pretty-link-keyword prli-keyword\" data-prli-link-id=\"35\" rel=\"nofollow noopener\" target=\"_blank\">RunPod<\/a><\/strong> \u4ee5\u53ca <strong>Vast.ai<\/strong> \u5141\u8bb8\u56e2\u961f\u6bd4\u8f83 GPU \u7684\u53ef\u7528\u6027\uff0c\u5e76\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u9700\u6c42\u79df\u7528\u8ba1\u7b97\u8d44\u6e90\u3002.<\/p>\n<p>\u4e00\u4e2a\u5408\u7406\u7684\u8fdb\u5c55\u8fc7\u7a0b\u53ef\u4ee5\u662f\uff1a<\/p>\n<p><strong>\u5b9e\u9a8c \u2192 \u79df\u7528 GPU \u2192 \u6d4b\u91cf\u5229\u7528\u7387 \u2192 \u4f18\u5316 \u2192 \u6269\u5c55<\/strong><\/p>\n<p>\u53ea\u6709\u5f53\u5de5\u4f5c\u8d1f\u8f7d\u53d8\u5f97\u6301\u7eed\u4e14\u53ef\u9884\u6d4b\u65f6\uff0c\u8bc4\u4f30\u957f\u671f\u4e13\u7528\u7684GPU\u57fa\u7840\u8bbe\u65bd\u624d\u53d8\u5f97\u66f4\u4e3a\u91cd\u8981\u3002.<\/p>\n<h2>\u662f\u5426\u5e94\u8be5\u4ece H100 \u5347\u7ea7\u5230 H200\uff1f<\/h2>\n<p>\u8bf7\u52ff\u81ea\u52a8\u5347\u7ea7\u3002.<\/p>\n<p>\u7b2c\u4e00\u9879\u63aa\u65bd\uff1a<\/p>\n<ul>\n<li>\u5f53\u524d VRAM \u4f7f\u7528\u7387<\/li>\n<li>\u5185\u5b58\u5e26\u5bbd\u5229\u7528\u7387<\/li>\n<li>GPU \u8ba1\u7b97\u5229\u7528\u7387<\/li>\n<li>\u6279\u6b21\u5927\u5c0f<\/li>\n<li>\u6a21\u578b\u5e76\u884c\u6027<\/li>\n<li>\u901a\u4fe1\u5f00\u9500<\/li>\n<li>\u6bcf\u79d2\u4ee3\u5e01\u6570<\/li>\n<li>\u6bcf\u6b21\u63a8\u7406\u8bf7\u6c42\u7684\u6210\u672c<\/li>\n<\/ul>\n<p>\u5982\u679c\u60a8\u7684 H100 \u5de5\u4f5c\u8d1f\u8f7d\u53d7\u9650\u4e8e GPU \u5185\u5b58\u5bb9\u91cf\u6216\u5185\u5b58\u5e26\u5bbd\uff0c\u90a3\u4e48 H200 \u662f\u4e00\u4e2a\u6781\u5177\u5438\u5f15\u529b\u7684\u5347\u7ea7\u9009\u62e9\u3002.<\/p>\n<p>\u5982\u679c\u5de5\u4f5c\u8d1f\u8f7d\u5df2\u7ecf\u662f\u8ba1\u7b97\u5bc6\u96c6\u578b\u4e14\u80fd\u8f7b\u677e\u5bb9\u7eb3\u5728 H100 \u5185\u5b58\u4e2d\uff0c\u90a3\u4e48\u7ecf\u6d4e\u6548\u76ca\u53ef\u80fd\u4f1a\u8f83\u5c0f\u3002.<\/p>\n<h2>H100 \u4e0e H200\uff1a\u4f18\u7f3a\u70b9\u5bf9\u6bd4<\/h2>\n<table>\n<thead>\n<tr>\n<th><\/th>\n<th>NVIDIA H100<\/th>\n<th>NVIDIA H200<\/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<\/tr>\n<tr>\n<td>VRAM<\/td>\n<td>\u8f83\u4f4e<\/td>\n<td>141GB HBM3e<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u5e26\u5bbd<\/td>\n<td>\u9ad8<\/td>\n<td>4.8TB\/s<\/td>\n<\/tr>\n<tr>\n<td>LLM \u63a8\u7406<\/td>\n<td>\u975e\u5e38\u68d2<\/td>\n<td>\u975e\u5e38\u9002\u5408\u5185\u5b58\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d<\/td>\n<\/tr>\n<tr>\n<td>\u57f9\u8bad<\/td>\n<td>\u975e\u5e38\u68d2<\/td>\n<td>\u975e\u5e38\u68d2<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u7528\u6027<\/td>\n<td>\u975e\u5e38\u5e7f\u6cdb<\/td>\n<td>\u62d3\u5bbd<\/td>\n<\/tr>\n<tr>\n<td>\u79df\u8d41\u4ef7\u683c<\/td>\n<td>\u901a\u5e38\u66f4\u5b9e\u60e0<\/td>\n<td>\u901a\u5e38\u662f\u9ad8\u7ea7\u7248<\/td>\n<\/tr>\n<tr>\n<td>\u4e3b\u8981\u4f18\u52bf<\/td>\n<td>\u6210\u719f\u7684\u6027\u4ef7\u6bd4<\/td>\n<td>\u5185\u5b58\u5bb9\u91cf\u548c\u5e26\u5bbd<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u5982\u679c\u2026\u2026\uff0c\u8bf7\u9009\u62e9 NVIDIA H100<\/h2>\n<ul>\n<li>\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u5b8c\u5168\u53ef\u4ee5\u5728 H100 \u7684\u663e\u5b58\u5185\u8f7b\u677e\u8fd0\u884c<\/li>\n<li>\u60a8\u66f4\u770b\u91cd\u8f83\u4f4e\u7684GPU\u79df\u8d41\u6210\u672c<\/li>\n<li>\u60a8\u9700\u8981\u5e7f\u6cdb\u7684\u4e91\u670d\u52a1\u53ef\u7528\u6027<\/li>\n<li>\u60a8\u8fd0\u884c\u8ba1\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8d1f\u8f7d<\/li>\n<li>\u60a8\u5df2\u7ecf\u62e5\u6709\u4e86\u7ecf\u8fc7\u4f18\u5316\u7684 H100 \u90e8\u7f72<\/li>\n<li>H200 \u5e76\u672a\u5b9e\u8d28\u6027\u5730\u964d\u4f4e\u5de5\u4f5c\u91cf\u6210\u672c<\/li>\n<\/ul>\n<h2>\u5982\u679c\u2026\u2026\uff0c\u8bf7\u9009\u62e9 NVIDIA H200<\/h2>\n<ul>\n<li>\u60a8\u9700\u8981\u7684\u5185\u5b58\u5bb9\u91cf\u5fc5\u987b\u8d85\u8fc7 H100 \u901a\u5e38\u914d\u5907\u7684 80GB<\/li>\n<li>\u60a8\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63d0\u4f9b\u670d\u52a1<\/li>\n<li>\u6bcf\u5757GPU\u9700\u8981141GB\u7684HBM3e<\/li>\n<li>4.8TB\/s \u7684\u5185\u5b58\u5e26\u5bbd\u53ef\u6709\u6548\u63d0\u5347\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u6027\u80fd<\/li>\n<li>\u60a8\u4f7f\u7528\u7684\u662f\u5927\u6279\u91cf\u5904\u7406\u6216\u952e\u503c\u7f13\u5b58<\/li>\n<li>\u60a8\u5e0c\u671b\u51cf\u5c11\u6a21\u578b\u5728\u5404GPU\u4e4b\u95f4\u7684\u5212\u5206<\/li>\n<li>\u6027\u80fd\u63d0\u5347\u62b5\u6d88\u4e86\u8f83\u9ad8\u7684\u79df\u91d1<\/li>\n<\/ul>\n<h2>\u79df\u7528 H100 \u6216 H200 \u4e4b\u524d\u5e94\u8003\u8651\u7684\u95ee\u9898<\/h2>\n<ul>\n<li>\u8be5\u6a21\u578b\u9700\u8981\u591a\u5c11\u663e\u5b58\uff1f<\/li>\n<li>\u8be5\u5de5\u4f5c\u8d1f\u8f7d\u662f\u8ba1\u7b97\u5bc6\u96c6\u578b\u8fd8\u662f\u5185\u5b58\u5bc6\u96c6\u578b\uff1f<\/li>\n<li>\u4f60\u4f1a\u91c7\u7528\u4ec0\u4e48\u7cbe\u5ea6\uff1f<\/li>\n<li>\u8be5\u6a21\u578b\u4f1a\u8fdb\u884c\u91cf\u5316\u5417\uff1f<\/li>\n<li>\u9700\u8981\u591a\u957f\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\uff1f<\/li>\n<li>\u60a8\u6253\u7b97\u8fd0\u884c\u591a\u5927\u7684\u6279\u6b21\uff1f<\/li>\n<li>\u9700\u8981\u591a\u5c11\u4e2aGPU\uff1f<\/li>\n<li>\u662f\u5426\u652f\u6301 NVLink\uff1f<\/li>\n<li>\u54ea\u79cd\u7f51\u7edc\u67b6\u6784\u53ef\u8fde\u63a5\u591a\u4e2aGPU\u8282\u70b9\uff1f<\/li>\n<li>\u7cfb\u7edf\u81ea\u5e26\u591a\u5c11\u5185\u5b58\uff1f<\/li>\n<li>\u5305\u542b\u54ea\u4e9b NVMe \u5b58\u50a8\u8bbe\u5907\uff1f<\/li>\n<li>\u8fd9\u5757\u663e\u5361\u662f\u72ec\u7acb\u663e\u5361\u5417\uff1f<\/li>\n<li>\u5e26\u5bbd\u662f\u5982\u4f55\u8ba1\u8d39\u7684\uff1f<\/li>\n<li>\u6bcf\u5c0f\u65f6\u7684\u4ef7\u683c\u662f\u591a\u5c11\uff1f<\/li>\n<li>\u5b8c\u6210\u8fd9\u9879\u5de5\u4f5c\u6240\u9700\u7684\u603b\u6210\u672c\u662f\u591a\u5c11\uff1f<\/li>\n<\/ul>\n<h2>NVIDIA H100 \u4e0e H200 \u5bf9\u6bd4\uff1a\u8be5\u9009\u62e9\u54ea\u6b3e GPU\uff1f<\/h2>\n<p>NVIDIA H100 \u548c H200 \u90fd\u662f\u6027\u80fd\u5f3a\u52b2\u7684 Hopper \u67b6\u6784\u6570\u636e\u4e2d\u5fc3 GPU\u3002.<\/p>\n<p>H200 \u7684\u663e\u8457\u4f18\u52bf\u5728\u4e8e\u5176\u5bb9\u91cf\u66f4\u5927\u3001\u901f\u5ea6\u66f4\u5feb\u7684 HBM3e \u5185\u5b58\u5b50\u7cfb\u7edf\u3002.<\/p>\n<p>\u8fd9\u4f7f\u5f97 H200 \u5728\u5927\u578b\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u3001\u957f\u4e0a\u4e0b\u6587\u5de5\u4f5c\u8d1f\u8f7d\u3001\u5927\u578b\u952e\u503c\u5bf9\u7f13\u5b58\u3001\u5185\u5b58\u5bc6\u96c6\u578b\u4eba\u5de5\u667a\u80fd\uff0c\u4ee5\u53ca\u4e3b\u8981\u56e0\u5185\u5b58\u9650\u5236\u800c\u901a\u5e38\u9700\u8981\u989d\u5916 GPU \u7684\u5de5\u4f5c\u8d1f\u8f7d\u65b9\u9762\uff0c\u5177\u6709\u7279\u522b\u663e\u8457\u7684\u4f18\u52bf\u3002.<\/p>\n<p>H100 \u4f9d\u7136\u662f\u4e00\u6b3e\u6027\u80fd\u6781\u5176\u5f3a\u5927\u7684\u52a0\u901f\u5668\uff0c\u5f53\u5de5\u4f5c\u8d1f\u8f7d\u80fd\u591f\u8f7b\u677e\u5bb9\u7eb3\u5728\u5176\u5185\u5b58\u4e2d\uff0c\u4e14\u4e91\u79df\u7528\u4ef7\u683c\u8f83\u4f4e\u65f6\uff0c\u5b83\u80fd\u63d0\u4f9b\u6781\u9ad8\u7684\u6027\u4ef7\u6bd4\u3002.<\/p>\n<p>\u56e0\u6b64\uff0c\u6b63\u786e\u7684\u7b54\u6848\u4e0d\u662f\uff1a<\/p>\n<p><strong>H200 \u662f\u66f4\u65b0\u6b3e \u2192 \u8bf7\u9009\u62e9 H200\u3002.<\/strong><\/p>\n<p>\u5e94\u6539\u4e3a\uff1a<\/p>\n<p><strong>\u6a21\u578b \u2192 VRAM \u2192 \u5185\u5b58\u5e26\u5bbd \u2192 \u8ba1\u7b97\u80fd\u529b \u2192 GPU \u6570\u91cf \u2192 \u8fd0\u884c\u65f6\u95f4 \u2192 \u79df\u8d41\u4ef7\u683c \u2192 \u603b\u5de5\u4f5c\u8d1f\u8f7d\u6210\u672c\u3002.<\/strong><\/p>\n<p>\u5c31\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u800c\u8a00\uff0c\u901f\u5ea6\u6700\u5feb\u7684GPU\u672a\u5fc5\u662f\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684GPU\u3002.<\/p>\n<p>\u8bf7\u5148\u8bc4\u4f30\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u5bf9\u8ba1\u7b97\u8d44\u6e90\u548c\u5185\u5b58\u7684\u4f7f\u7528\u60c5\u51b5\uff0c\u7136\u540e\u5728\u90e8\u7f72\u524d\u5bf9\u6bd4\u5404GPU\u4f9b\u5e94\u5546\u5f53\u524d\u7684H100\u548cH200\u5b9a\u4ef7\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>NVIDIA H100 \u548c H200 \u662f\u9762\u5411\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3001\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3001\u673a\u5668\u5b66\u4e60\u4ee5\u53ca\u9ad8\u6027\u80fd\u8ba1\u7b97\u9886\u57df\u7684\u4e24\u6b3e\u6700\u91cd\u8981\u7684\u6570\u636e\u4e2d\u5fc3 GPU\u3002\u5b83\u4eec\u4e4b\u95f4\u4e5f\u5bc6\u5207\u76f8\u5173\u3002\u8fd9\u4e24\u6b3e\u4ea7\u54c1\u5747\u57fa\u4e8e NVIDIA \u7684 Hopper\u2026<\/p>","protected":false},"author":1,"featured_media":1453,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[64],"tags":[199,704,102,191,702,703,195,701],"class_list":["post-1452","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu-server-comparisons","tag-ai-gpu","tag-ai-training","tag-gpu-cloud","tag-gpu-server","tag-h100-vs-h200","tag-llm-inference","tag-nvidia-h100","tag-nvidia-h200"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.9 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