{"id":2953,"date":"2025-07-18T15:30:48","date_gmt":"2025-07-18T07:30:48","guid":{"rendered":"http:\/\/www.xzclass.com\/?p=2953"},"modified":"2025-08-19T15:08:39","modified_gmt":"2025-08-19T07:08:39","slug":"%e4%b8%80%e6%96%87%e7%9c%8b%e6%87%82ai%e7%ae%97%e5%8a%9b%e9%9b%86%e7%be%a4","status":"publish","type":"post","link":"http:\/\/www.xzclass.com\/?p=2953","title":{"rendered":"\u4e00\u6587\u770b\u61c2AI\u7b97\u529b\u96c6\u7fa4"},"content":{"rendered":"
\u6700\u8fd1\u8fd9\u51e0\u5e74\uff0cAI\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\uff0c\u6210\u4e3a\u6574\u4e2a\u793e\u4f1a\u7684\u5173\u6ce8\u7126\u70b9\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u5927\u5bb6\u5728\u8ba8\u8bbaAI\u7684\u65f6\u5019\uff0c\u7ecf\u5e38\u4f1a\u63d0\u5230AI\u7b97\u529b\u96c6\u7fa4\u3002AI\u7684\u4e09\u8981\u7d20\uff0c\u662f\u7b97\u529b\u3001\u7b97\u6cd5\u548c\u6570\u636e\u3002\u800cAI\u7b97\u529b\u96c6\u7fa4\uff0c\u5c31\u662f\u76ee\u524d\u6700\u4e3b\u8981\u7684\u7b97\u529b\u6765\u6e90\u3002\u5b83\u5c31\u50cf\u4e00\u4e2a\u8d85\u7ea7\u53d1\u7535\u5382\uff0c\u53ef\u4ee5\u7ed9AI\u6d6a\u6f6e\u63d0\u4f9b\u6e90\u6e90\u4e0d\u65ad\u7684\u52a8\u529b\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u90a3\u4e48\uff0cAI\u7b97\u529b\u96c6\u7fa4\uff0c\u5230\u5e95\u662f\u7531\u54ea\u4e9b\u4e1c\u897f\u7ec4\u6210\u7684\u5462\uff1f\u5b83\u4e3a\u4ec0\u4e48\u80fd\u591f\u63d0\u4f9b\u6f8e\u6e43\u7684\u7b97\u529b\uff1f\u5b83\u7684\u5185\u90e8\u7ed3\u6784\u53c8\u662f\u600e\u6837\u7684\u5462\uff1f\u5305\u62ec\u4e86\u54ea\u4e9b\u5173\u952e\u6280\u672f\uff1f<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u63a5\u4e0b\u6765\uff0c\u5c0f\u67a3\u541b\u5c31\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\uff0c\u7ed9\u5927\u5bb6\u505a\u4e00\u4e2a\u5168\u9762\u68b3\u7406\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n

<\/span><\/section>\n
\u2588 <\/span><\/span>\u4ec0\u4e48\u662fAI\u7b97\u529b\u96c6\u7fa4\uff1f<\/span><\/span><\/section>\n

<\/span><\/section>\n
AI\u7b97\u529b\u96c6\u7fa4\uff0c\u987e\u540d\u601d\u4e49\uff0c\u5c31\u662f\u80fd\u591f\u4e3aAI\u8ba1\u7b97\u4efb\u52a1\u63d0\u4f9b\u7b97\u529b\u7684\u96c6\u7fa4\u7cfb\u7edf\u3002\u96c6\u7fa4\uff0c\u82f1\u6587\u662f<\/span><\/span>cluster\uff0c\u6307\u7684\u662f<\/span><\/span>\u4e00\u7ec4\u76f8\u4e92\u72ec\u7acb\u7684\u3001\u901a\u8fc7\u9ad8\u901f\u7f51\u7edc\u4e92\u8054\u7684\u8bbe\u5907\u3002<\/span><\/span>
<\/span><\/section>\n

<\/span><\/section>\n
\u7f51\u4e0a\u4e5f\u6709\u5b9a\u4e49\u6307\u51fa\uff0cAI\u7b97\u529b\u96c6\u7fa4\uff0c\u6307\u7684\u662f\u201c<\/span><\/span>\u901a\u8fc7\u9ad8\u901f\u7f51\u7edc\uff0c\u5c06\u5927\u91cf\u9ad8\u6027\u80fd\u8ba1\u7b97\u8282\u70b9\uff08\u5982GPU\/TPU\u670d\u52a1\u5668\uff09\u4e92\u8054\uff0c\u4ece\u800c\u5f62\u6210\u7684\u4e00\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u7cfb\u7edf\u3002\u201d<\/span><\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u6b64\u524d\u5c0f\u67a3\u541b\u7ed9\u5927\u5bb6\u4ecb\u7ecdAI\u667a\u7b97\u7684\u65f6\u5019\u8bf4\u8fc7\uff0c\u6240\u8c13AI\u667a\u7b97\uff0c\u65e0\u975e\u5c31\u662f\u8bad\u7ec3\u548c\u63a8\u7406\u4e24\u5927\u4efb\u52a1\u3002\u8bad\u7ec3\u7684\u8ba1\u7b97\u91cf\u5927\u3001\u96be\u5ea6\u9ad8\uff0c\u5bf9\u7b97\u529b\u7684\u8981\u6c42\u4e5f\u9ad8\u3002\u63a8\u7406\u7684\u8ba1\u7b97\u91cf\u76f8\u5bf9\u8f83\u5c0f\uff0c\u96be\u5ea6\u76f8\u5bf9\u8f83\u4f4e\uff0c\u5bf9\u7b97\u529b\u7684\u8981\u6c42\u4e5f\u4f4e\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u65e0\u8bba\u662f\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u90fd\u6d89\u53ca\u5230\u5927\u91cf\u7684<\/span><\/span>\u77e9\u9635\u8fd0\u7b97\uff08\u5982\u5377\u79ef\u3001\u5f20\u91cf\u4e58\u6cd5\uff09\u4efb\u52a1\u3002\u8fd9\u4e9b\u8ba1\u7b97\u5929\u7136\u53ef\u4ee5\u5206\u89e3\u4e3a\u72ec\u7acb\u5b50\u4efb\u52a1\u8fdb\u884c\u5e76\u884c\u5904\u7406\u3002\u6240\u4ee5\uff0c\u64c5\u957f\u5e76\u884c\u8ba1\u7b97\u7684GPU\u3001NPU\u3001TPU\u7b49\u82af\u7247\uff0c\u5c31\u6210\u4e3a\u4e86AI\u8ba1\u7b97\u7684\u4e3b\u8981\u5de5\u5177\u3002\u8fd9\u4e9b\u82af\u7247\u4e5f\u88ab\u7edf\u79f0\u4e3aAI\u82af\u7247\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
AI\u82af\u7247\u662f\u63d0\u4f9bAI\u7b97\u529b\u7684\u6700\u57fa\u672c\u5355\u5143\u3002\u5355\u4e2a\u82af\u7247\u662f\u6ca1\u529e\u6cd5\u5de5\u4f5c\u7684\uff0c\u9700\u8981\u96c6\u6210\u5728\u7535\u8def\u677f\u4e0a\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u4e8e\u662f\uff0c\u5c06AI\u82af\u7247\u5d4c\u5165\u5728\u624b\u673a\u4e3b\u677f\u4e0a\uff0c\u6216\u8005\u76f4\u63a5\u96c6\u6210\u5230\u624b\u673aSoC\u4e3b\u82af\u7247\u4e0a\uff0c\u5c31\u53ef\u4ee5\u4e3a\u624b\u673a\u63d0\u4f9bAI\u7b97\u529b\u3002\u96c6\u6210\u5728\u7269\u8054\u7f51\u8bbe\u5907\u6a21\u7ec4\u4e0a\uff0c\u5c31\u53ef\u4ee5\u4e3a\u7269\u8054\u7f51\u8bbe\u5907\uff08\u6c7d\u8f66\u3001\u673a\u68b0\u81c2\u3001AGV\u65e0\u4eba\u8f66\u3001\u6444\u50cf\u5934\u7b49\uff09\u63d0\u4f9bAI\u7b97\u529b\u3002\u8fd9\u4e9b\u662f\u7aef\u4fa7\u7b97\u529b\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u5c06AI\u82af\u7247\u96c6\u6210\u5728\u57fa\u7ad9\u3001\u8def\u7531\u5668\u3001\u7f51\u5173\u7b49\u8bbe\u5907\u91cc\uff0c\u5c31\u662f\u8fb9\u7f18\u4fa7\u7b97\u529b\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u8fd9\u4e9b\u8bbe\u5907\u4f53\u79ef\u5c0f\uff0cAI\u82af\u7247\u5c311\u4e2a\uff0c\u7b97\u529b\u5f88\u5f31\uff0c\u4e3b\u8981\u5b8c\u6210\u4e00\u4e9b\u63a8\u7406\u8ba1\u7b97\u4efb\u52a1\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u60f3\u8981\u5b8c\u6210\u66f4\u4e3a\u590d\u6742\u7684\u8bad\u7ec3\u4efb\u52a1\uff0c\u5c31\u9700\u8981\u4e00\u4e2a\u80fd\u642d\u8f7d\u66f4\u591aAI\u82af\u7247\u7684\u786c\u4ef6\u5e73\u53f0\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u5c06AI\u82af\u7247\u505a\u6210AI\u7b97\u529b\u677f\u5361\uff0c\u7136\u540e\u5728\u4e00\u4e2a\u670d\u52a1\u5668\u91cc\u585e\u5165\u591a\u5757AI\u7b97\u529b\u677f\u5361\uff0c\u5c31\u6253\u9020\u51fa\u4e86AI\u670d\u52a1\u5668\u3002\u4e16\u4e0a\u672c\u6ca1\u6709AI\u670d\u52a1\u5668\u3002\u666e\u901a\u670d\u52a1\u5668\u91cc\u591a\u585e\u5165\u51e0\u4e2aAI\u7b97\u529b\u677f\u5361\uff0c\u5c31\u53d8\u6210\u4e86AI\u670d\u52a1\u5668\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u4e00\u822c\u6765\u8bf4\uff0cAI\u670d\u52a1\u5668\u662f\u4e00\u673a\u516b\u5361\u3002\u5982\u679c\u4f60\u786c\u8981\u585e\u7684\u8bdd\uff0c\u6709\u7684\u6700\u591a\u4e5f\u53ef\u4ee5\u585e\u4e8c\u5341\u5361\u3002\u4f46\u662f\uff0c\u9650\u4e8e\u6563\u70ed\u548c\u529f\u8017\uff0c\u60f3\u8981\u585e\u5165\u66f4\u591a\uff0c\u5c31\u4e0d\u592a\u73b0\u5b9e\u4e86\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u6b64\u65f6\u7684AI\u670d\u52a1\u5668\uff0c\u7b97\u529b\u53c8\u63d0\u5347\u4e86\u4e00\u4e2a\u6570\u91cf\u7ea7\u3002\u5b8c\u6210\u63a8\u7406\u4efb\u52a1\uff0c\u66f4\u52a0\u9a7e\u8f7b\u5c31\u719f\u3002\u4e00\u4e9b\u7b80\u5355\u7684\u8bad\u7ec3\u4efb\u52a1\uff08\u5c0f\u6a21\u578b\uff09\uff0c\u5b83\u4e5f\u53ef\u4ee5\u52c9\u5f3a\u80dc\u4efb\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u4eca\u5e74\u5d1b\u8d77\u7684DeepSeek\u5927\u6a21\u578b\uff0c\u56e0\u4e3a\u5728\u67b6\u6784\u548c\u7b97\u6cd5\u4e0a\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u5bf9\u7b97\u529b\u7684\u8981\u6c42\u3002\u6240\u4ee5\uff0c\u5c31\u6709\u5f88\u591a\u5382\u5546\uff0c\u641e\u4e86\u90a3\u79cd\u5355\u673a\u67b6\u7684\u8ba1\u7b97\u8bbe\u5907\uff08\u5305\u62ec\u82e5\u5e72\u53f0AI\u670d\u52a1\u5668\u3001\u5b58\u50a8\u3001\u7535\u6e90\u7b49\uff09\uff0c\u5e76\u5c06\u5176\u547d\u540d\u4e3a\u201c\u4e00\u4f53\u673a\u201d\uff0c\u53ef\u4ee5\u6ee1\u8db3\u5f88\u591a\u884c\u4e1a\u4f01\u4e1a\u7528\u6237DeepSeek\u5927\u6a21\u578b\u79c1\u6709\u5316\u90e8\u7f72\u7684\u9700\u6c42\uff0c\u5356\u5f97\u70ed\u706b\u671d\u5929\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
<\/section>\n

<\/span><\/section>\n
\u4e0d\u7ba1\u662fAI\u670d\u52a1\u5668\u8fd8\u662f\u4e00\u4f53\u673a\uff0cAI\u7b97\u529b\u4ecd\u7136\u662f\u6709\u9650\u7684\u3002\u9488\u5bf9\u771f\u6b63\u7684\u6d77\u91cf\u53c2\u6570\uff08\u5343\u4ebf\u7ea7\u3001\u4e07\u4ebf\u7ea7\uff09\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u4ecd\u7136\u9700\u8981\u66f4\u5f3a\u52b2\u7684AI\u7b97\u529b\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u4e8e\u662f\uff0c\u5c31\u8981\u6253\u9020\u5305\u62ec\u66f4\u591aAI\u82af\u7247\u7684\u7cfb\u7edf\uff0c\u4e5f\u5c31\u662f\u771f\u6b63\u7684\u5927\u89c4\u6a21AI\u7b97\u529b\u96c6\u7fa4\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u73b0\u5728\u6211\u4eec\u7ecf\u5e38\u4f1a\u542c\u8bf4\u6240\u8c13\u201c\u4e07\u5361\u89c4\u6a21\u201d\u3001\u201c\u5341\u4e07\u5361\u89c4\u6a21\u201d\uff0c\u610f\u601d\u5c31\u662f\u8bf4\uff0c\u8981\u6253\u9020\u7684\u76ee\u6807AI\u7b97\u529b\u96c6\u7fa4\uff0c\u9700\u8981\u4e00\u4e07\u5757\u3001\u5341\u4e07\u5757AI\u7b97\u529b\u677f\u5361\uff08AI\u82af\u7247\uff09\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u8fd9\u8be5\u600e\u4e48\u529e\u5462\uff1f<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u7b54\u6848\u5f88\u7b80\u5355\uff0c\u5c31\u662f<\/span>Scale Up\u548cScale Out\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n

<\/span><\/section>\n

\u2588 <\/span><\/span>\u4ec0\u4e48\u662fScale Up\uff1f<\/span><\/span><\/p>\n


<\/span><\/p>\n

Scale\uff0c\u662f\u6269\u5c55\u7684\u610f\u601d\u3002\u641e\u8fc7\u4e91\u8ba1\u7b97\u7684\u540c\u5b66\uff0c\u5bf9\u8fd9\u4e2a\u8bcd\u80af\u5b9a\u4e0d\u964c\u751f\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

Scale Up\uff0c\u662f\u5411\u4e0a\u6269\u5c55\uff0c\u4e5f\u53eb\u7eb5\u5411\u6269\u5c55\uff0c\u589e\u52a0\u5355\u8282\u70b9\u7684\u8d44\u6e90\u6570\u91cf\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

Scale Out\uff0c\u662f\u5411\u5916\u6269\u5c55\uff0c\u4e5f\u53eb\u6a2a\u5411\u6269\u5c55\uff0c\u589e\u52a0\u8282\u70b9\u7684\u6570\u91cf\u3002<\/span><\/span><\/p>\n


<\/span><\/section>\n
\u5728\u4e91\u8ba1\u7b97\u9886\u57df\uff0c\u8fd8\u6709\u548cScale Up\u5bf9\u5e94\u7684Scale Down\uff08\u7eb5\u5411\u7f29\u51cf\uff09\uff0c\u4ee5\u53ca\u548cScale Out\u5bf9\u5e94\u7684Scale In\uff08\u6a2a\u5411\u7f29\u51cf\uff09\u3002<\/span><\/span><\/section>\n


<\/span><\/p>\n

\u524d\u9762\u63d0\u5230\u7684\uff0c\u5728\u6bcf\u53f0\u670d\u52a1\u5668\u91cc\u591a\u585e\u51e0\u5757AI\u7b97\u529b\u677f\u5361\uff0c\u8fd9\u5c31\u662fScale Up\u3002\u8fd9\u65f6\uff0c\u4e00\u53f0\u670d\u52a1\u5668\u5c31\u662f\u4e00\u4e2a\u8282\u70b9\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u901a\u8fc7\u901a\u4fe1\u7f51\u7edc\uff0c\u5c06\u591a\u53f0\u7535\u8111\uff08\u8282\u70b9\uff09\u8fde\u63a5\u8d77\u6765\uff0c\u8fd9\u5c31\u662fScale Out\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n


<\/span><\/p>\n

Scale Up\u548cScale Out\u6700\u4e3b\u8981\u7684\u533a\u522b\uff0c\u5728\u4e8eAI\u82af\u7247\u4e4b\u95f4\u7684\u8fde\u63a5\u901f\u7387\u3002<\/span><\/span><\/p>\n

\n


<\/span><\/p>\n

Scale Up\u662f\u8282\u70b9\u5185\u90e8\u8fde\u63a5\u3002\u5b83\u7684\u8fde\u63a5\u901f\u7387\u66f4\u9ad8\uff0c\u65f6\u5ef6\u66f4\u4f4e\uff0c\u6027\u80fd\u66f4\u5f3a\u52b2\u3002<\/span><\/span><\/p>\n<\/section>\n


<\/span><\/p>\n

\u4ee5\u524d\uff0c\u8ba1\u7b97\u673a\u5185\u90e8\u5143\u4ef6\u4e4b\u95f4\u7684\u901a\u4fe1\u4e3b\u8981\u57fa\u4e8ePCIe\u534f\u8bae\u3002\u8fd9\u4e2a\u534f\u8bae\u8bde\u751f\u4e8e\u4e0a\u4e16\u7eaa80-90\u5e74\u4ee3PC\u521a\u521a\u666e\u53ca\u7684\u65f6\u5019\u3002\u867d\u7136\u534f\u8bae\u540e\u6765\u4e5f\u6709\u5347\u7ea7\uff0c\u4f46\u5347\u7ea7\u901f\u5ea6\u7f13\u6162\uff0c\u6570\u636e\u4f20\u8f93\u901f\u7387\u548c\u65f6\u5ef6\u6839\u672c\u65e0\u6cd5\u6ee1\u8db3\u8981\u6c42\u9700\u6c42\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u4e8e\u662f\uff0c2014\u5e74\uff0c\u82f1\u4f1f\u8fbe\u4e13\u95e8\u63a8\u51fa\u4e86NVLINK\u603b\u7ebf\u534f\u8bae\u3002NVLINK\u5141\u8bb8GPU\u4e4b\u95f4\u4ee5\u70b9\u5bf9\u70b9\u65b9\u5f0f\u8fdb\u884c\u901a\u4fe1\uff0c\u901f\u5ea6\u8fdc\u9ad8\u4e8ePCIe\uff0c\u65f6\u5ef6\u4e5f\u4f4e\u5f97\u591a\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n

\u56fe\u7247\u6765\u81ea\uff1a\u82f1\u4f1f\u8fbe\u5b98\u7f51<\/span><\/span><\/p>\n


<\/span><\/p>\n

NVLINK\u539f\u672c\u53ea\u7528\u4e8e\u673a\u5668\u5185\u90e8\u901a\u4fe1\u30022022\u5e74\uff0c\u82f1\u4f1f\u8fbe\u5c06NVSwitch\u82af\u7247\u72ec\u7acb\u51fa\u6765\uff0c\u53d8\u6210\u4e86NVLink\u4ea4\u6362\u673a\uff0c\u7528\u4e8e\u8fde\u63a5\u670d\u52a1\u5668\u4e4b\u95f4\u7684GPU\u8bbe\u5907\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u610f\u5473\u7740\uff0c\u8282\u70b9\u5df2\u7ecf\u4e0d\u518d\u4ec5\u9650\u4e8e1\u53f0\u670d\u52a1\u5668\u4e86\uff0c\u800c\u662f\u53ef\u4ee5\u7531\u591a\u53f0\u670d\u52a1\u5668\u548c\u7f51\u7edc\u8bbe\u5907\u5171\u540c\u7ec4\u6210\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u4e9b\u8bbe\u5907\u5904\u4e8e\u540c\u4e00\u4e2aHBD\uff08High Bandwidth Domain\uff0c\u8d85\u5e26\u5bbd\u57df\uff09\u3002<\/span>\u82f1\u4f1f\u8fbe\u5c06\u8fd9\u79cd\u4ee5\u8d85\u5927\u5e26\u5bbd\u4e92\u805416\u5361\u4ee5\u4e0aGPU-GPU\u7684Scale Up\u7cfb\u7edf\uff0c\u79f0\u4e3a<\/span>\u8d85\u8282\u70b9\u3002<\/span><\/span><\/p>\n


<\/span><\/section>\n

\u5386\u7ecf\u591a\u5e74\u7684\u53d1\u5c55\uff0cNVLINK\u5df2\u7ecf\u8fed\u4ee3\u5230\u7b2c\u4e94\u4ee3\u3002\u6bcf\u5757GPU\u62e5\u670918\u4e2aNVLink\u8fde\u63a5\uff0cBlackwell GPU\u7684\u603b\u5e26\u5bbd\u53ef\u8fbe\u52301800GB\/s\uff0c\u8fdc\u8fdc\u8d85\u8fc7PCIe Gen6\u7684\u603b\u7ebf\u5e26\u5bbd\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

2024\u5e743\u6708\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u4e86NVL72\uff0c\u53ef\u4ee5\u5c0636\u4e2aGrace CPU\u548c72\u4e2aBlackwell GPU\u96c6\u6210\u5230\u4e00\u4e2a\u6db2\u51b7\u673a\u67dc\u4e2d\uff0c\u5b9e\u73b0\u603b\u8ba1720 Pflops\u7684AI\u8bad\u7ec3\u6027\u80fd\uff0c\u62161440 Pflops\u7684\u63a8\u7406\u6027\u80fd\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n

\u82f1\u4f1f\u8fbeGB200 NVL72\u673a\u67dc\uff08\u6765\u81ea\u82f1\u4f1f\u8fbeGTC\u5927\u4f1a\u76f4\u64ad\uff09<\/span><\/span><\/p>\n


<\/span><\/section>\n
\u82f1\u4f1f\u8fbe\u662fAI\u8ba1\u7b97\u9886\u57df\u6beb\u65e0\u7591\u95ee\u7684\u9886\u519b\u8005\u3002\u4ed6\u4eec\u6709\u6700\u53d7\u6b22\u8fce\u7684AI\u82af\u7247\uff08GPU\uff09\u548c\u8f6f\u4ef6\u751f\u6001\uff08CUDA\uff09\uff0c\u4e5f\u63a2\u7d22\u51fa\u4e86\u6700\u6709\u6548\u7684Scale Up\u5b9e\u73b0\u65b9\u5f0f\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u540e\u6765\uff0c\u968f\u7740AI\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u4e5f\u5f00\u59cb\u63a8\u51faAI\u82af\u7247\u3002\u56e0\u4e3aNVLINK\u662f\u79c1\u6709\u534f\u8bae\uff0c\u6240\u4ee5\uff0c\u8fd9\u4e9b\u63a8\u51faAI\u82af\u7247\u7684\u4f01\u4e1a\uff0c\u4e5f\u8981\u7814\u7a76\u5982\u4f55\u642d\u5efa\u81ea\u5df1\u7684AI\u7b97\u529b\u96c6\u7fa4\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u82f1\u4f1f\u8fbe\u6d77\u5916\u7684\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\u4e4b\u4e00\uff0cAMD\u516c\u53f8\uff0c\u63a8\u51fa\u4e86UA LINK\u3002\u56fd\u5185\u7684\u817e\u8baf\u3001\u963f\u91cc\u3001\u4e2d\u56fd\u79fb\u52a8\u7b49\u4f01\u4e1a\uff0c\u4e5f\u7275\u5934\u63a8\u51fa\u4e86ETH-X\u3001ALS\u3001OISA\u7b49\u9879\u76ee\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\"\u56fe\u7247\"<\/span><\/section>\n

<\/span><\/section>\n
\u8fd9\u4e9b\u90fd\u662f\u5f00\u653e\u6807\u51c6\uff0c\u6210\u672c\u6bd4\u79c1\u6709\u534f\u8bae\u66f4\u4f4e\uff0c\u4e5f<\/span><\/span>\u6709\u5229\u4e8e\u964d\u4f4e\u884c\u4e1a\u95e8\u69db\uff0c\u5e2e\u52a9\u5b9e\u73b0\u6280\u672f\u5e73\u6743\uff0c\u7b26\u5408\u4e92\u8054\u7f51\u5f00\u653e\u89e3\u8026\u7684\u53d1\u5c55\u8d8b\u52bf<\/span><\/span>\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8fd9\u4e9b\u6807\u51c6<\/span><\/span>\u57fa\u672c\u4e0a\u90fd\u662f\u4ee5\u4ee5\u592a\u7f51\u6280\u672f\uff08ETH\uff09\u4e3a\u57fa\u7840\u3002\u56e0\u4e3a\u4ee5\u592a\u7f51\u6280\u672f\u6700\u6210\u719f\u3001\u6700\u5f00\u653e\uff0c\u62e5\u6709\u5f88\u597d\u7684\u4ea7\u4e1a\u94fe\u57fa\u7840\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n

\u53e6\u4e00\u4e2a\u975e\u5e38\u503c\u5f97\u5173\u6ce8\u7684\u6280\u672f\u8def\u7ebf\uff0c\u5c31\u662f\u534e\u4e3a\u7684\u79c1\u6709\u534f\u8baeUB\uff08Unified Bus\uff09\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6700\u8fd1\u51e0\u5e74\uff0c\u534e\u4e3a\u4e00\u76f4\u5728\u6253\u9020\u6607\u817e\u751f\u6001\u3002\u6607\u817e\u662f\u534e\u4e3a\u7684AI\u82af\u7247\uff0c\u76ee\u524d\u53d1\u5c55\u5230\u4e86\u6607\u817e910C\u3002\u4ed6\u4eec\u4e5f\u9700\u8981\u81ea\u5df1\u7684AI\u7b97\u529b\u96c6\u7fa4\u89e3\u51b3\u65b9\u6848\uff0c\u6700\u5927\u7a0b\u5ea6\u5730\u53d1\u6325910C\u7684\u80fd\u91cf\uff0c\u4e5f\u4e3a\u5e02\u573a\u63a8\u5e7f\u94fa\u5e73\u9053\u8def\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u4eca\u5e744\u6708\uff0c\u534e\u4e3a\u9ad8\u8c03\u53d1\u5e03CloudMatrix384\u8d85\u8282\u70b9\uff0c\u96c6\u6210\u4e86384\u5f20\u6607\u817e910C\u7b97\u529b\u5361\uff0c\u53ef\u63d0\u4f9b\u9ad8\u8fbe300 Pflops\u7684\u5bc6\u96c6BF16\u7b97\u529b\uff0c\u63a5\u8fd1\u8fbe\u5230\u82f1\u4f1f\u8fbeGB200 NVL72\u7cfb\u7edf\u7684\u4e24\u500d\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n

\u534e\u4e3aCloudMatrix 384\u8d85\u8282\u70b9\uff08\u6765\u81ea\u534e\u4e3a\u4e91\u751f\u6001\u5927\u4f1a\uff09<\/span><\/span><\/p>\n


<\/span><\/p>\n

CloudMatrix384\uff0c\u5c31\u91c7\u7528\u4e86UB\u6280\u672f\u3002\u51c6\u786e\u6765\u8bf4\uff0c<\/span><\/span>CloudMatrix384\u5305\u62ec\u4e86\u4e09\u4e2a\u4e0d\u540c\u7684\u7f51\u7edc\u5e73\u9762\uff0c\u5206\u522b\u662fUB\u5e73\u9762\u3001RDMA\u5e73\u9762\u548cVPC\u5e73\u9762\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u4e09\u4e2a\u5e73\u9762\u4e92\u8865\uff0c\u5b9e\u73b0\u4e86<\/span><\/span>CloudMatrix384\u6781\u5f3a\u7684\u5361\u95f4\u901a\u4fe1\u80fd\u529b\uff0c\u4e5f\u5b9e\u73b0\u4e86\u6574\u4e2a\u8d85\u8282\u70b9\u7684\u7b97\u529b\u63d0\u5347\u3002\u9650\u4e8e\u7bc7\u5e45\uff0c\u5177\u4f53\u6280\u672f\u7ec6\u8282\u4e0b\u6b21\u518d\u5355\u72ec\u4ecb\u7ecd\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u9700\u8981\u518d\u8bf4\u660e\u4e00\u4e0b\uff0c\u9762\u5bf9\u5f00\u653e\u6807\u51c6\u7684\u7ade\u4e89\u538b\u529b\uff0c\u82f1\u4f1f\u8fbe\u524d\u6bb5\u65f6\u95f4<\/span><\/span>\u516c\u5e03\u4e86NVLink Fusion\u8ba1\u5212\uff0c\u54118\u5bb6\u5408\u4f5c\u4f19\u4f34\u5f00\u653e\u4e86\u5176NVLink\u6280\u672f\uff0c\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u6784\u5efa\u901a\u8fc7\u5c06\u591a\u4e2a\u82af\u7247\u8fde\u63a5\u5728\u4e00\u8d77\u7684\u5b9a\u5236AI\u7cfb\u7edf\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u4f46\u662f\uff0c\u6839\u636e\u4e00\u4e9b\u5a92\u4f53\u7684\u62a5\u9053\uff0c\u5176\u4e2d\u4e00\u4e9b\u5173\u952e\u7684NVLink\u7ec4\u4ef6\u4ecd\u7136\u662f\u672a\u5f00\u653e\u7684\uff0c\u82f1\u4f1f\u8fbe\u8fd8\u662f\u6ca1\u6709\u90a3\u4e48\u723d\u5feb\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n


<\/span><\/p>\n

\u2588 <\/span><\/span>\u4ec0\u4e48\u662fScale Out\uff1f<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u518d\u6765\u770b\u770bScale Out\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

Scale Out\uff0c\u5176\u5b9e\u5c31\u63a5\u8fd1\u4e8e\u6211\u4eec\u4f20\u7edf\u610f\u4e49\u4e0a\u7684\u6570\u636e\u901a\u4fe1\u7f51\u7edc\u4e86\u3002\u628a\u4f20\u7edf\u670d\u52a1\u5668\u8fde\u63a5\u8d77\u6765\u7684\u6280\u672f\uff0c\u5305\u62ec\u80d6\u6811\u67b6\u6784\u3001\u53f6\u810a\u7f51\u7edc\u67b6\u6784\u90a3\u4e9b\uff0c\u8fd8\u6709TCP\/IP\u3001\u4ee5\u592a\u7f51\u90a3\u4e9b\u6280\u672f\uff0c\u90fd\u662fScale Out\u7684\u57fa\u7840\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u5f53\u7136\u4e86\uff0cAI\u667a\u7b97\u5bf9\u7f51\u7edc\u6027\u80fd\u7684\u8981\u6c42\u5f88\u9ad8\uff0c\u6240\u4ee5\uff0c\u4f20\u7edf\u6280\u672f\u4e5f\u8981\u5347\u7ea7\uff0c\u624d\u80fd\u6ee1\u8db3\u6761\u4ef6\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u76ee\u524d\uff0cScale Out\u4e3b\u8981\u91c7\u7528\u7684\u901a\u4fe1\u7f51\u7edc\u6280\u672f\uff0c\u662fInfiniband\uff08IB\uff09\u548cRoCEv2\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u4e24\u4e2a\u6280\u672f\u90fd\u662f\u57fa\u4e8eRDMA\uff08\u8fdc\u7a0b\u76f4\u63a5\u5185\u5b58\u8bbf\u95ee\uff09\u534f\u8bae\uff0c\u62e5\u6709\u6bd4\u4f20\u7edf\u4ee5\u592a\u7f51\u66f4\u9ad8\u7684\u901f\u7387\u3001\u66f4\u4f4e\u7684\u65f6\u5ef6\uff0c\u8d1f\u8f7d\u5747\u8861\u80fd\u529b\u4e5f\u66f4\u5f3a\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

IB\u5f53\u5e74\u4e5f\u662f\u4e3a\u4e86\u53d6\u4ee3PCIe\u800c\u63a8\u51fa\u7684\u6280\u672f\uff0c\u540e\u6765\u8d77\u8d77\u4f0f\u4f0f\uff0c\u638c\u63e1\u8fd9\u9879\u6280\u672f\u7684<\/span><\/span>Mellanox\uff08\u8fc8\u7edc\u601d\uff09\u516c\u53f8\u88ab\u82f1\u4f1f\u8fbe\u6536\u8d2d\u3002IB\u4e5f\u53d8\u6210\u4e86\u82f1\u4f1f\u8fbe\u7684\u79c1\u6709\u6280\u672f\u3002\u8fd9\u4e2a\u6280\u672f\u6027\u80fd\u662f\u771f\u597d\uff0c\u4f46\u4ef7\u683c\u4e5f\u662f\u771f\u8d35\u3002\u5b83\u662f\u82f1\u4f1f\u8fbe\u7b97\u529b\u5e03\u5c40\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

RoCEv2\uff0c\u5219\u662f\u5f00\u653e\u6807\u51c6\uff0c\u662f\u4f20\u7edf\u4ee5\u592a\u7f51\u878d\u5408RDMA\u7684\u4ea7\u7269\uff0c\u4e5f\u662f\u4ea7\u4e1a\u754c\u4e3a\u4e86\u5bf9\u6297IB\u4e00\u5bb6\u72ec\u5927\u6240\u63a8\u51fa\u7684\u4ea7\u7269\u3002\u5b83\u7684\u4ef7\u683c\u4fbf\u5b9c\uff0c\u548cIB\u7684\u6027\u80fd\u5dee\u8ddd\u4e5f\u5728\u4e0d\u65ad\u7f29\u5c0f\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

<\/section>\n


<\/span><\/p>\n

\u6bd4\u8d77Scale Up\u9886\u57df\u7684\u591a\u4e2a\u6807\u51c6\uff0cScale Out\u76ee\u524d\u6807\u51c6\u76f8\u5bf9\u96c6\u4e2d\uff0c\u4e3b\u8981\u5c31\u662f<\/span><\/span>RoCEv2\uff0c\u8def\u7ebf\u975e\u5e38\u6e05\u6670\u3002\u6bd5\u7adf\uff0c<\/span><\/span>Scale Up\u662f\u8282\u70b9\u5185\uff0c\u548c\u82af\u7247\u4ea7\u54c1\u5f3a\u76f8\u5173\u3002Scale Out\u662f\u8282\u70b9\u5916\uff0c\u66f4\u5f3a\u8c03\u517c\u5bb9\u6027\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u524d\u9762\u6211\u8bf4\u4e86\uff0cScale Up\u548cScale Out\u6700\u4e3b\u8981\u7684\u533a\u522b\u5728\u4e8e\u901f\u7387\u5e26\u5bbd\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

IB\u548cRoCEv2\u4ec5\u80fd\u63d0\u4f9bTbps\u7ea7\u522b\u7684\u5e26\u5bbd\u3002\u800cScale Up\uff0c\u80fd\u591f\u5b9e\u73b0\u6570\u767e\u4e2aGPU\u95f410Tbps\u5e26\u5bbd\u7ea7\u522b\u7684\u4e92\u8054\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u5728\u65f6\u5ef6\u65b9\u9762\uff0c<\/span><\/span>Scale Up\u548cScale Out\u4e5f\u6709\u5f88\u5927\u7684\u5dee\u8ddd\u3002<\/span><\/span>IB\u548cRoCEv2\u7684\u65f6\u5ef6\u9ad8\u8fbe10\u5fae\u79d2\u3002\u800cScale Up\u5bf9\u7f51\u7edc\u65f6\u5ef6\u7684\u8981\u6c42\u6781\u4e3a\u4e25\u82db\uff0c\u9700\u8981\u8fbe\u5230\u767e\u7eb3\u79d2\uff08100\u7eb3\u79d2=0.1\u5fae\u79d2\uff09\u7ea7\u522b\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u5728AI\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u5305\u62ec\u591a\u79cd\u5e76\u884c\u8ba1\u7b97\u65b9\u5f0f\uff0c\u4f8b\u5982TP\uff08\u5f20\u91cf\u5e76\u884c\uff09\u3001 EP\uff08\u4e13\u5bb6\u5e76\u884c\uff09\u3001PP\uff08\u6d41\u6c34\u7ebf\u5e76\u884c\uff09\u548cDP\uff08\u6570\u636e\u5e76\u884c\uff09\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n


<\/span><\/p>\n

\u901a\u5e38\u6765\u8bf4\uff0cPP\u548cDP\u7684\u901a\u4fe1\u91cf\u8f83\u5c0f\uff0c\u4e00\u822c\u4ea4\u7ed9Scale Out\u641e\u5b9a\u3002\u800cTP\u548cEP\u7684\u901a\u4fe1\u91cf\u5927\uff0c\u9700\u8981\u4ea4\u7ed9Scale Up\uff08\u8d85\u8282\u70b9\u5185\u90e8\uff09\u641e\u5b9a\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8d85\u8282\u70b9\uff0c\u4f5c\u4e3aScale Up\u7684\u5f53\u524d\u6700\u4f18\u89e3\uff0c\u901a\u8fc7\u5185\u90e8\u9ad8\u901f\u603b\u7ebf\u4e92\u8fde\uff0c\u80fd\u591f\u6709\u6548\u652f\u6491\u5e76\u884c\u8ba1\u7b97\u4efb\u52a1\uff0c\u52a0\u901fGPU\u4e4b\u95f4\u7684\u53c2\u6570\u4ea4\u6362\u548c\u6570\u636e\u540c\u6b65\uff0c\u7f29\u77ed\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u5468\u671f\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8d85\u8282\u70b9\u4e00\u822c\u4e5f\u90fd\u4f1a\u652f\u6301\u5185\u5b58\u8bed\u4e49\u80fd\u529b\uff0cGPU\u4e4b\u95f4\u53ef\u4ee5\u76f4\u63a5\u8bfb\u53d6\u5bf9\u65b9\u7684\u5185\u5b58\uff0c\u8fd9\u4e5f\u662fScale Out\u4e0d\u5177\u5907\u7684\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u7ad9\u5728\u7ec4\u7f51\u548c\u8fd0\u7ef4\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u66f4\u5927\u7684Scale Up\u4e5f\u6709\u660e\u663e\u4f18\u52bf\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8d85\u8282\u70b9\u7684HBD\uff08\u8d85\u5e26\u5bbd\u57df\uff09\u8d8a\u5927\uff0cScale Up\u7684GPU\u8d8a\u591a\uff0cScale Out\u7684\u7ec4\u7f51\u5c31\u8d8a\u7b80\u5355\uff0c\u5927\u5e45\u964d\u4f4e\u7ec4\u7f51\u590d\u6742\u5ea6\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\"\u56fe\u7247\"<\/section>\n

Scale Up & Scale Out\u7ec4\u7f51\u793a\u610f\u56fe<\/span><\/span><\/p>\n


<\/span><\/p>\n

Scale Up\u7cfb\u7edf\u662f\u4e00\u4e2a\u9ad8\u5ea6\u96c6\u6210\u7684\u5c0f\u578b\u96c6\u7fa4\uff0c\u5185\u90e8\u603b\u7ebf\u5df2\u7ecf\u8fde\u597d\u3002\u8fd9\u4e5f\u964d\u4f4e\u4e86\u7f51\u7edc\u90e8\u7f72\u7684\u96be\u5ea6\uff0c\u7f29\u77ed\u4e86\u90e8\u7f72\u5468\u671f\u3002\u540e\u671f\u7684\u8fd0\u7ef4\uff0c\u4e5f\u4f1a\u65b9\u4fbf\u5f88\u591a\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u5f53\u7136\uff0c<\/span><\/span>Scale Up<\/span><\/span>\u4e5f\u4e0d\u80fd\u65e0\u9650\u5927\uff0c\u4e5f\u8981\u8003\u8651\u672c\u8eab\u7684\u6210\u672c\u56e0\u7d20\u3002\u5177\u4f53\u7684\u89c4\u6a21\uff0c\u9700\u8981\u6839\u636e\u9700\u6c42\u573a\u666f\u8fdb\u884c\u6d4b\u7b97\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6982\u62ec\u6765\u8bf4\uff0c<\/span><\/span>Scale Up\u548cScale Out\uff0c\u5c31\u662f\u6027\u80fd\u548c\u6210\u672c\u4e4b\u95f4\u7684\u5e73\u8861\u3002\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u548c\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u4ee5\u540e\u80af\u5b9a\u8fd8\u4f1a\u51fa\u73b0\u66f4\u5927\u89c4\u6a21\u7684\u8d85\u8282\u70b9<\/span><\/span>\u3002Scale Up\u548cScale Out\u4e4b\u95f4\u7684\u8fb9\u754c\uff0c\u4e5f\u4f1a\u8d8a\u6765\u8d8a\u6a21\u7cca\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u524d\u9762\u63d0\u5230\u7684ETH-X\u7b49\u5f00\u653eScale Up\u6807\u51c6\uff0c\u90fd\u662f\u57fa\u4e8e\u4ee5\u592a\u7f51\u6280\u672f\u3002<\/span><\/span>\u4ece\u6280\u672f\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u4ee5\u592a\u7f51\u5177\u6709\u6700\u5927\u4ea4\u6362\u82af\u7247\u5bb9\u91cf\uff08\u5355\u82af\u724751.2T\u5df2\u5546\u7528\uff09\u3001\u6700\u9ad8\u901fSerdes\u6280\u672f\uff08\u76ee\u524d\u8fbe\u5230112Gbps\uff09\uff0c\u4ea4\u6362\u82af\u7247\u65f6\u5ef6\u4e5f\u5f88\u4f4e\uff08200ns\uff09\uff0c\u5b8c\u5168\u53ef\u4ee5\u6ee1\u8db3Scale Up\u7684\u6027\u80fd\u8981\u6c42\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

Scale Out\u4e5f\u662f\u57fa\u4e8e\u4ee5\u592a\u7f51\u3002\u8fd9\u4e0d\u5c31\u5927\u4e00\u7edf\u4e86\u4e48\uff1f<\/span><\/span><\/p>\n


<\/span><\/p>\n


<\/span><\/p>\n

\u2588 <\/span><\/span>AI\u7b97\u529b\u96c6\u7fa4\u7684\u53d1\u5c55\u8d8b\u52bf<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6700\u540e\uff0c\u6211\u518d\u6765\u8bf4\u8bf4AI\u7b97\u529b\u96c6\u7fa4\u7684\u4e00\u4e9b\u8d8b\u52bf\u52a8\u5411\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u76ee\u524d\u770b\u6765\uff0cAI\u7b97\u529b\u96c6\u7fa4\u4f53\u73b0\u51fa\u8fd9\u4e48\u51e0\u4e2a\u8d8b\u52bf\uff1a<\/span><\/span><\/p>\n


<\/span><\/p>\n

1\u3001\u7269\u7406\u7a7a\u95f4\u7684\u5f02\u5730\u5316\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

AI\u7b97\u529b\u96c6\u7fa4\u6b63\u5728\u5411\u4e07\u5361\u3001\u5341\u4e07\u5361\u65b9\u5411\u53d1\u5c55\u3002\u82f1\u4f1f\u8fbeNVL72\u76841\u4e2a\u673a\u67b6\u670972\u9897\u82af\u7247\uff0c\u534e\u4e3aCM384\u768416\u4e2a\u673a\u67b6\u6709384\u9897\u82af\u7247\u3002\u534e\u4e3a\u57fa\u4e8eCM384\u641e\u5341\u4e07\u5361\uff0c\u9700\u8981432\u5957\uff08<\/span><\/span>384\u00d7432=165888\uff09\uff0c\u90a3\u5c31\u662f6912\u4e2a\u673a\u67b6\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u5bf9\u4e8e\u5355\u4f53\u6570\u636e\u4e2d\u5fc3\u6765\u8bf4\uff0c\u5f88\u96be\u5bb9\u7eb3\u4e0b\u8fd9\u4e48\u591a\u673a\u67b6\u3002\u7535\u529b\u4f9b\u5e94\u4e5f\u4f1a\u6210\u4e3a\u95ee\u9898\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6240\u4ee5\uff0c\u73b0\u5728\u4e1a\u754c\u5728\u63a2\u7d22\u5f02\u5730\u6570\u636e\u4e2d\u5fc3\u5171\u540c\u7ec4\u6210AI\u7b97\u529b\u96c6\u7fa4\uff0c\u534f\u529b\u5b8c\u6210AI\u8bad\u7ec3\u4efb\u52a1\u3002\u8fd9\u4e2a\u975e\u5e38\u8003\u9a8c\u957f\u8ddd\u79bb\u3001\u5927\u5e26\u5bbd\u3001\u4f4e\u65f6\u5ef6\u7684DCI\u5149\u901a\u4fe1\u6280\u672f\uff0c\u4f1a\u52a0\u901f\u7a7a\u82af\u5149\u7ea4\u7b49\u524d\u6cbf\u6280\u672f\u7684\u5e94\u7528\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

2\u3001\u8282\u70b9\u67b6\u6784\u7684\u5b9a\u5236\u5316\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6211\u4eec\u521a\u624d\u4ecb\u7ecdAI\u96c6\u7fa4\uff0c\u90fd\u662f\u5728\u8ba8\u8bba\u5982\u4f55\u628a\u6d77\u91cf\u7684AI\u82af\u7247\u7ed9\u201c\u805a\u96c6\u8d77\u6765\u201d\u3002\u5176\u5b9e\uff0cAI\u7b97\u529b\u96c6\u7fa4\u9664\u4e86\u5806\u82af\u7247\u6570\u91cf\u4e4b\u5916\uff0c\u8d8a\u6765\u8d8a\u770b\u91cd\u67b6\u6784\u7684\u6df1\u5ea6\u8bbe\u8ba1\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8ba1\u7b97\u8d44\u6e90\uff08GPU\u3001NPU\u3001CPU\uff0c\u751a\u81f3\u5305\u62ec\u5185\u5b58\u3001\u786c\u76d8\uff09\u7684\u6c60\u5316\uff0c\u6210\u4e3a\u8d8b\u52bf\u3002\u96c6\u7fa4\u9700\u8981\u5145\u5206\u9002\u914dAI\u5927\u6a21\u578b\u7684\u67b6\u6784\uff08\u4f8b\u5982MoE\u67b6\u6784\uff09\uff0c\u63d0\u4f9b\u5b9a\u5236\u6027\u7684\u8bbe\u8ba1\uff0c\u624d\u80fd\u66f4\u597d\u5730\u5b8c\u6210\u8ba1\u7b97\u4efb\u52a1\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6362\u8a00\u4e4b\uff0c\u5355\u7eaf\u63d0\u4f9bAI\u82af\u7247\u662f\u4e0d\u591f\u7684\uff0c\u8fd8\u8981\u63d0\u4f9b\u91cf\u4f53\u88c1\u8863\u7684\u8bbe\u8ba1\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

3\u3001\u8fd0\u7ef4\u80fd\u529b\u7684\u667a\u80fd\u5316\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u5927\u5bb6\u90fd\u542c\u8bf4\u8fc7\uff0cAI\u5927\u6a21\u578b\u8bad\u7ec3\u5bb9\u6613\u51fa\u9519\u3002\u4e25\u91cd\u7684\u65f6\u5019\uff0c\u51e0\u4e2a\u5c0f\u65f6\u5c31\u9519\u4e00\u6b21\u3002\u9519\u4e86\u5c31\u8981\u91cd\u65b0\u7b97\uff0c\u975e\u5e38\u803d\u8bef\u4e8b\uff0c\u4e0d\u4ec5\u62c9\u957f\u4e86\u8bad\u7ec3\u5468\u671f\uff0c\u4e5f\u589e\u52a0\u4e86\u8bad\u7ec3\u6210\u672c\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u6240\u4ee5\uff0c\u4f01\u4e1a\u5728\u6253\u9020AI\u7b97\u529b\u96c6\u7fa4\u7684\u65f6\u5019\uff0c\u8d8a\u6765\u8d8a\u5173\u6ce8\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u3002\u5f15\u5165\u5404\u79cdAI\u6280\u672f\uff0c\u5bf9\u6f5c\u5728\u6545\u969c\u8fdb\u884c\u9884\u5224\uff0c\u5bf9\u4e9a\u5065\u5eb7\u8bbe\u5907\u6216\u6a21\u5757\u8fdb\u884c\u63d0\u524d\u66ff\u6362\uff0c\u6210\u4e3a\u4e00\u79cd\u8d8b\u52bf\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u8fd9\u4e9b\u6280\u672f\u6709\u5229\u4e8e\u964d\u4f4e\u6545\u969c\u7387\u548c\u4e2d\u65ad\u7387\uff0c\u589e\u5f3a\u7cfb\u7edf\u7a33\u5b9a\u6027\uff0c\u4e5f\u7b49\u4e8e\u662f\u53d8\u76f8\u63d0\u5347\u4e86\u7b97\u529b\u3002<\/span><\/span><\/p>\n


<\/span><\/section>\n
4\u3001\u7b97\u529b\u7684\u7eff\u8272\u5316\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n
AI\u667a\u7b97\u9700\u8981\u6d88\u8017\u5927\u91cf\u7684\u7b97\u529b\uff0c\u4e5f\u4f1a\u4ea7\u751f\u5f88\u9ad8\u7684\u80fd\u8017\uff0c\u6240\u4ee5\u76ee\u524d\u5404\u5927\u5382\u5546\u90fd\u5728\u52aa\u529b<\/span><\/span>\u7814\u7a76\u5982\u4f55\u964d\u4f4eAI\u667a\u7b97\u96c6\u7fa4\u7684\u80fd\u8017\uff0c<\/span><\/span>\u63d0\u5347\u7eff\u8272\u80fd\u6e90\u7684\u4f7f\u7528\u6bd4\u4f8b\uff0c<\/span><\/span>\u8fd9\u4e5f\u6709\u5229\u4e8eAI\u667a\u7b97\u7684\u957f\u8fdc\u53d1\u5c55\u3002<\/span><\/span>\u6211\u4eec\u56fd\u5bb6\u7684\u4e1c\u6570\u897f\u7b97\u6218\u7565\uff0c\u5176\u5b9e\u4e5f\u662f\u51fa\u4e8e\u8fd9\u65b9\u9762\u7684\u76ee\u7684\u3002<\/span><\/span><\/section>\n

<\/span><\/section>\n

<\/span><\/section>\n

\u597d\u5566\uff0c\u4ee5\u4e0a\u5c31\u662f\u5173\u4e8eAI\u7b97\u529b\u96c6\u7fa4\u7684\u4ecb\u7ecd\u3002\u5e94\u8be5\u662f\u975e\u5e38\u5168\u9762\u4e14\u5177\u4f53\u4e86\uff0c\u4e0d\u77e5\u9053\u5927\u5bb6\u90fd\u770b\u61c2\u4e86\u6ca1\uff1f<\/span><\/span><\/p>\n


<\/span><\/p>\n

<\/section>\n<\/p>\n

\u6587\u7ae0\u8f6c\u8f7d\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a\u9c9c\u67a3\u8bfe\u5802<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6700\u8fd1\u8fd9\u51e0\u5e74\uff0cAI\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\uff0c\u6210\u4e3a\u6574\u4e2a\u793e\u4f1a\u7684\u5173\u6ce8\u7126\u70b9\u3002 \u5927\u5bb6\u5728\u8ba8\u8bbaAI\u7684\u65f6\u5019\uff0c\u7ecf\u5e38\u4f1a\u63d0\u5230AI\u7b97\u529b\u96c6\u7fa4\u3002AI\u7684\u4e09 […]<\/p>\n","protected":false},"author":1,"featured_media":2954,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[473],"tags":[98,269],"class_list":["post-2953","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-473","tag-ai","tag-269"],"_links":{"self":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts\/2953"}],"collection":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2953"}],"version-history":[{"count":1,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts\/2953\/revisions"}],"predecessor-version":[{"id":2955,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/posts\/2953\/revisions\/2955"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=\/wp\/v2\/media\/2954"}],"wp:attachment":[{"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2953"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.xzclass.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}