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\"\u82af\u7247\u5356\u4e8656\u4e07\u7247\u4e4b\u540e\uff0c\u963f\u91cc\u5e73\u5934\u54e5\u628a\u6700\u503c\u94b1\u7684\u4e1c\u897f\u5f00\u6e90\u4e86\"\/<\/div><\/figure>\n
\"\u82af\u7247\u5356\u4e8656\u4e07\u7247\u4e4b\u540e\uff0c\u963f\u91cc\u5e73\u5934\u54e5\u628a\u6700\u503c\u94b1\u7684\u4e1c\u897f\u5f00\u6e90\u4e86\"\/<\/div><\/figure>\n
\"\u82af\u7247\u5356\u4e8656\u4e07\u7247\u4e4b\u540e\uff0c\u963f\u91cc\u5e73\u5934\u54e5\u628a\u6700\u503c\u94b1\u7684\u4e1c\u897f\u5f00\u6e90\u4e86\"\/<\/div><\/figure>\n

\u95fb\u4e50 \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

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WAIC 2026\u73b0\u573a\uff0c\u963f\u91cc\u5e73\u5934\u54e5\u5ba3\u5e03\u5f00\u6e90\u81ea\u7814AI\u8f6f\u4ef6\u6808T-Head SAIL\u3002<\/p>\n

\u8fd9\u662f\u5176\u771f\u6b66\u7cfb\u5217AI\u82af\u7247\u7684\u5e95\u5c42\u8f6f\u4ef6\uff0c\u62e5\u6709\u72ec\u7acb\u7684\u81ea\u4e3b\u77e5\u8bc6\u4ea7\u6743\uff0c\u540c\u65f6\u5168\u9762\u517c\u5bb9\u4e3b\u6d41AI\u751f\u6001\uff0c\u8986\u76d6\u4eceOS\u5c42\u3001SDK\u5c42\u5230\u63a5\u53e3\u5c42\u7684\u5b8c\u6574\u94fe\u8def\u3002<\/p>\n

\u6e90\u7801\u3001\u9a71\u52a8\u3001\u5de5\u5177\u94fe\u3001\u6587\u6863\u4e00\u6b21\u6027\u6446\u4e0a\u684c\uff0c\u5168\u7403\u5f00\u53d1\u8005\u90fd\u53ef\u4ee5\u5728\u5e73\u5934\u54e5\u5f00\u53d1\u8005\u793e\u533a\u4e0b\u8f7d\u3002<\/p>\n

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\u4e5f\u5c31\u662f\u8bf4\uff0c\u5e73\u5934\u54e5\u8fd9\u6b21\u62ff\u51fa\u6765\u7684\u662f\u81ea\u5bb6\u4e1a\u52a1\u7684\u6838\u5fc3\u5e95\u76d8\u3002<\/p>\n

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\u8981\u7406\u89e3\u8fd9\u4e2a\u52a8\u4f5c\u7684\u5206\u91cf\uff0c\u9996\u5148\u5f97\u7406\u89e3\u8f6f\u4ef6\u6808\u5728AI\u7b97\u529b\u94fe\u6761\u4e2d\u6709\u591a\u5173\u952e\u3002<\/p>\n

\u4e00\u9897\u82af\u7247\u521a\u4ece\u4ea7\u7ebf\u4e0a\u9020\u51fa\u6765\u7684\u65f6\u5019\uff0c\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\u5176\u5b9e\u662f\u4e0d\u53ef\u7528\u7684\u3002<\/p>\n

\u5f00\u53d1\u8005\u65e5\u5e38\u5199\u4ee3\u7801\u7528\u7684\u662fPyTorch\u3001TensorFlow\u8fd9\u4e9b\u4e0a\u5c42\u6846\u67b6\uff0c\u4ed6\u4eec\u4e0d\u4f1a\uff0c\u4e5f\u4e0d\u5e94\u8be5\u76f4\u63a5\u53bb\u8ddf\u82af\u7247\u5e95\u5c42\u7684\u7535\u8def\u548c\u6307\u4ee4\u96c6\u6253\u4ea4\u9053\u3002<\/p>\n

\u8fd9\u4e2d\u95f4\u5fc5\u987b\u6709\u4e00\u6574\u5957\u5b8c\u6574\u7684\u57fa\u7840\u8bbe\u65bd\u6765\u505a\u7ffb\u8bd1\u548c\u8c03\u5ea6\uff0c\u628a\u5f00\u53d1\u8005\u7528Python\u5199\u7684\u51e0\u884c\u4ee3\u7801\u62c6\u89e3\u6210\u6210\u5343\u4e0a\u4e07\u6761\u82af\u7247\u80fd\u9ad8\u6548\u6267\u884c\u7684\u5e95\u5c42\u6307\u4ee4\u3002<\/p>\n

\u8fd9\u4e2a\u6865\u6881\u5c31\u662fAI\u8f6f\u4ef6\u6808\u3002<\/p>\n

\u7528\u6237\u80fd\u770b\u5230\u7684\u53ea\u662f\u6c34\u9762\u4e4b\u4e0a\u7684API\u63a5\u53e3\uff0c\u6c34\u9762\u4e4b\u4e0b\u662f\u539a\u539a\u7684\u7b97\u5b50\u5e93\u3001\u7f16\u8bd1\u5668\u3001\u8fd0\u884c\u65f6\u3001\u9a71\u52a8\u5c42\uff0c\u4ee5\u53ca\u56f4\u7ed5\u8fd9\u4e9b\u6838\u5fc3\u7ec4\u4ef6\u7684\u8c03\u8bd5\u5de5\u5177\u548c\u6027\u80fd\u5206\u6790\u5957\u4ef6\u3002<\/p>\n

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\u9760\u7684\u4e0d\u53ea\u662f\u54ea\u4e00\u4ee3GPU\u7684\u7eb8\u9762\u53c2\u6570\uff0c\u66f4\u662f\u62a4\u57ce\u6cb3CUDA\u3002<\/p>\n

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\u7528\u6237\u53ef\u4ee5\u8bfb\u6e90\u7801\u771f\u6b63\u641e\u6e05\u695a\u82af\u7247\u7684\u8fd0\u884c\u903b\u8f91\uff1b\u9047\u5230bug\u80fd\u81ea\u5df1\u5b9a\u4f4d\u751a\u81f3\u76f4\u63a5\u52a8\u624b\u4fee\u590d\uff1b<\/p>\n

\u66f4\u8fdb\u4e00\u6b65\uff0c\u8fd8\u53ef\u4ee5\u9488\u5bf9\u81ea\u5df1\u7684\u4e1a\u52a1\u573a\u666f\u505a\u6df1\u5ea6\u5b9a\u5236\u4f18\u5316\uff0c\u6bd5\u7adf\u6ca1\u6709\u4eba\u6bd4\u5f00\u53d1\u8005\u81ea\u5df1\u66f4\u4e86\u89e3\u81ea\u5df1\u7684\u8d1f\u8f7d\u957f\u4ec0\u4e48\u6837\u3002<\/p>\n

\u5e73\u5934\u54e5SAIL\u4e00\u5f00\u6e90\uff0c\u5f00\u53d1\u8005\u7684\u5f00\u53d1\u6548\u7387\u548c\u6280\u672f\u81ea\u4e3b\u6027\u90fd\u540c\u65f6\u8fc8\u4e0a\u4e86\u4e00\u4e2a\u65b0\u7684\u53f0\u9636\u3002<\/p>\n

\u7ec6\u8bf4\u5e73\u5934\u54e5\u8fd9\u6b21\u5f00\u6e90\uff0c\u5bf9\u5916\u5f00\u653e\u7684\u662f\u4e00\u5957\u7ecf\u8fc7\u751f\u4ea7\u73af\u5883\u9a8c\u8bc1\u7684\u4e94\u5c42\u5b8c\u6574\u6280\u672f\u6808\uff0c\u4ece\u6700\u5e95\u4e0b\u7684\u9a71\u52a8\u4e00\u76f4\u5806\u5230\u6700\u4e0a\u9762\u7684\u8fd0\u7ef4\u5de5\u5177\u3002<\/p>\n

\u6700\u5e95\u5c42\u662f\u9a71\u52a8\u548c\u8fd0\u884c\u65f6\uff08Driver & Runtime\uff09\uff0c\u8fd9\u5c42\u51b3\u5b9a\u4e86\u64cd\u4f5c\u7cfb\u7edf\u80fd\u4e0d\u80fd\u8bc6\u522b\u771f\u6b66\u82af\u7247\u3001\u80fd\u4e0d\u80fd\u628a\u8ba1\u7b97\u4efb\u52a1\u6b63\u786e\u5730\u8c03\u5ea6\u4e0b\u53bb\u3002<\/p>\n

PPU Runtime\u8d1f\u8d23\u7ba1\u7406\u8bbe\u5907\u5185\u5b58\u3001\u547d\u4ee4\u961f\u5217\u548c\u8ba1\u7b97\u4e0a\u4e0b\u6587\u3002<\/p>\n

PPU Driver\u5206\u4e3a\u7528\u6237\u6001\u9a71\u52a8\uff08UMD\uff09\u548c\u5185\u6838\u6001\u9a71\u52a8\uff08KMD\uff09\uff0c\u914d\u5408PPU Runtime\u5bf9\u5916\u63d0\u4f9b\u7edf\u4e00\u7684\u8bbe\u5907\u7ba1\u7406\u548c\u5185\u5b58\u7ba1\u7406\u63a5\u53e3\u3002<\/p>\n

\u8fd9\u4e00\u5c42\u662f\u82af\u7247\u548c\u64cd\u4f5c\u7cfb\u7edf\u63e1\u624b\u7684\u5730\u65b9\uff0c\u4e5f\u662f\u8fc7\u53bb\u6700\u4e0d\u900f\u660e\u3001\u5f00\u53d1\u8005\u6700\u6478\u4e0d\u7740\u7684\u5730\u65b9\u3002<\/p>\n

\u8fd9\u5957\u9a71\u52a8\u548c\u8fd0\u884c\u65f6\u7684\u8bbe\u8ba1\uff0c\u662f\u771f\u6b66\u82af\u7247\u80fd\u591f\u5728\u5927\u89c4\u6a21\u96c6\u7fa4\u91cc\u7a33\u5b9a\u8fd0\u884c\u7684\u57fa\u7840\u3002<\/p>\n

\u5f80\u4e0a\u662f\u7f16\u7a0b\u8bed\u8a00\u5c42\uff0c\u5f00\u653e\u4e86C\/C++\u548cPython\u63a5\u53e3\u3002<\/p>\n

\u770b\u8d77\u6765\u662f\u4e2a\u7b80\u5355\u7684\u8bbe\u8ba1\u9009\u62e9\uff0c\u4f46\u80cc\u540e\u9690\u542b\u7740\u4e00\u4e2a\u5173\u952e\u5224\u65ad\uff1a<\/p>\n

\u4e0d\u8ba9\u5f00\u53d1\u8005\u4e3a\u4e00\u9897\u82af\u7247\u53bb\u5b66\u65b0\u8bed\u8a00\u3001\u6362\u7f16\u7a0b\u8303\u5f0f\uff0c\u800c\u662f\u4e0e\u4e3b\u6d41\u751f\u6001\u5bf9\u9f50\uff0c\u8ba9\u73b0\u6709\u4ee3\u7801\u8d44\u4ea7\u5e73\u6ed1\u8fc1\u79fb\u3002<\/p>\n

\u518d\u5f80\u4e0a\u662f\u7f16\u8bd1\u5668\u5c42\uff0c\u5305\u542bCompiler\u4e0eDebugger\u4e24\u5927\u7ec4\u4ef6\uff0c\u652f\u6301\u4ece\u6a21\u578b\u56fe\u5230\u53ef\u6267\u884c\u4ee3\u7801\u7684\u7aef\u5230\u7aef\u7f16\u8bd1\u4f18\u5316\u3002<\/p>\n

\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u53ef\u4ee5\u770b\u5230\u7f16\u8bd1\u8fc7\u7a0b\u4e2d\u6bcf\u4e00\u6b65\u7684\u4e2d\u95f4\u8868\u793a\uff0c\u7406\u89e3\u6a21\u578b\u5728\u5177\u4f53\u573a\u666f\u91cc\u662f\u600e\u4e48\u88ab\u4f18\u5316\u7684\u3002<\/p>\n

\u7b2c\u56db\u5c42\u662f\u9ad8\u6027\u80fd\u5e93\uff0cSAIL\u6280\u672f\u6808\u91cc\u6700\u539a\u7684\u4e00\u5757\u3002<\/p>\n

\u8ba1\u7b97\u5e93\u6db5\u76d6\u7ebf\u6027\u4ee3\u6570\u52a0\u901f\u5e93acBLAS\u3001\u5feb\u901f\u5085\u7acb\u53f6\u53d8\u6362\u5e93acFFT\u3001\u968f\u673a\u6570\u751f\u6210\u5e93acRAND\u3001\u7a00\u758f\u77e9\u9635\u52a0\u901f\u5e93acSPARSE\u3001\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u52a0\u901f\u5e93acDNN\u3001\u6c42\u89e3\u5668acSOLVER\u7b49\u5168\u5957\u6570\u5b66\u548cAI\u57fa\u7840\u5e93\u3002<\/p>\n

\u8fd9\u4e9b\u5e93\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\uff0c\u90fd\u9488\u5bf9\u771f\u6b66\u82af\u7247\u7684\u5e95\u5c42\u67b6\u6784\u505a\u4e86\u7cbe\u7ec6\u4f18\u5316\uff0c\u786e\u4fdd\u5e38\u7528\u7684AI\u8ba1\u7b97\u64cd\u4f5c\u80fd\u4ee5\u6700\u9ad8\u7684\u6548\u7387\u6267\u884c\u3002<\/p>\n

\u7f16\u89e3\u7801\u5e93\u5305\u542b\u7f16\u7801HGENC\u3001\u89e3\u7801HGDEC\u3001JPEG\u7f16\u89e3\u7801HGJPEG\u4e0e\u9884\u5904\u7406HGPP\u7b49\uff0c\u5bf9\u5e94\u591a\u6a21\u6001\u6570\u636e\u5904\u7406\u7684\u9ad8\u541e\u5410\u9700\u6c42\uff1b<\/p>\n

\u96c6\u5408\u901a\u4fe1\u5e93PCCL\u4e0esailSHMEM\uff0c\u4e13\u4e3a\u591a\u5361\u3001\u591a\u673a\u5206\u5e03\u5f0f\u8bad\u7ec3\u8bbe\u8ba1\uff0c\u51b2\u7684\u662f\u5927\u89c4\u6a21\u8bad\u7ec3\u91cc\u7684\u901a\u4fe1\u74f6\u9888\u3002<\/p>\n

\u6b64\u5916\u8fd8\u914d\u5907\u4e86acext\u6269\u5c55\u5e93\u4e0eHGML\u673a\u5668\u5b66\u4e60\u5e93\uff0c\u7ee7\u7eed\u62d3\u5bbd\u529f\u80fd\u8fb9\u754c\u3002<\/p>\n

\u6700\u9876\u5c42\u662f\u5f00\u53d1\u5de5\u5177\u5c42\uff0cAsight Compute\u505a\u7b97\u5b50\u7ea7\u7684\u7cbe\u7ec6\u6027\u80fd\u5206\u6790\uff0c\u7528\u6765\u5b9a\u4f4d\u5fae\u89c2\u74f6\u9888\uff1bAsight Systems\u505a\u7cfb\u7edf\u7ea7\u5168\u6808Profiling\uff0c\u63d0\u4f9b\u5b8f\u89c2\u89c6\u89d2\uff1b<\/p>\n

PPU-SMI\u8d1f\u8d23\u8bbe\u5907\u7684\u5b9e\u65f6\u76d1\u63a7\u4e0e\u7ba1\u7406\uff1bPPU-DCGM\u5219\u652f\u6491\u96c6\u7fa4\u7ea7\u522b\u7684\u8d44\u6e90\u667a\u80fd\u8c03\u5ea6\u3002<\/p>\n

\u5355\u5361\u4e0a\u62a0\u7b97\u5b50\u6027\u80fd\uff0c\u5343\u5361\u96c6\u7fa4\u4e0a\u76ef\u8d44\u6e90\u8c03\u5ea6\uff0c\u4e24\u5934\u90fd\u6709\u79f0\u624b\u7684\u5de5\u5177\u3002<\/p>\n

\u4e0d\u8fc7\u5bf9\u7edd\u5927\u591a\u6570\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u6bd4\u300c\u5168\u300d\u66f4\u8981\u7d27\u7684\u662f\u300c\u8fc1\u79fb\u6210\u672c\u300d\uff0c\u5e73\u5934\u54e5\u7ed9\u51fa\u7684\u7b54\u6848\u662f\u4e09\u4e2a\u65e0\u9700\u59a5\u534f\u3002<\/p>\n

\u9996\u5148\u662f\u65e0\u9700\u91cd\u5199\u4ee3\u7801\u3002<\/p>\n

SAIL\u517c\u5bb9\u4e3b\u6d41AI\u751f\u6001\uff0c\u4e3b\u6d41\u6a21\u578b\u5373\u5f00\u5373\u7528\uff0c\u7b97\u5b50\u5e93\u5b8c\u6574\u5bf9\u6807\uff0c\u4e3b\u6d41\u7f16\u7a0b\u6a21\u578b\u9ad8\u5ea6\u517c\u5bb9\u3002<\/p>\n

\u5f00\u53d1\u8005\u8fc7\u53bb\u79ef\u7d2f\u7684\u7ecf\u9a8c\u3001\u5199\u4e0b\u7684\u4ee3\u7801\u3001\u6512\u4e0b\u7684\u8c03\u4f18\u6280\u5de7\u5728SAIL\u4e0a\u90fd\u80fd\u76f4\u63a5\u590d\u7528\u3002<\/p>\n

\u5176\u6b21\u662f\u65e0\u9700\u7b49\u5f85\u9002\u914d\u3002<\/p>\n

AI\u6280\u672f\u7684\u8fed\u4ee3\u901f\u5ea6\u6709\u591a\u5feb\u4e0d\u7528\u591a\u8bf4\uff0c\u4e00\u4e2a\u65b0\u6a21\u578b\u51fa\u6765\uff0c\u793e\u533a\u7684\u9002\u914d\u5f80\u5f80\u662f\u4ee5\u5929\u8ba1\u7684\u3002<\/p>\n

SAIL\u8fd9\u8fb9\uff0c\u5e73\u5934\u54e5\u81ea\u7814\u7684\u63a8\u7406\u5f15\u64ce\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u751f\u4ea7\u7ea7\u6027\u80fd\uff0c\u540c\u65f6\u5df2\u7ecf\u5efa\u7acb\u8d77\u4e0e\u4e3b\u6d41\u793e\u533a\u540c\u9891\u7684\u54cd\u5e94\u673a\u5236\u3002<\/p>\n

\u76ee\u524d\u5bf9\u4e3b\u6d41AI\u63a8\u7406\u6846\u67b6\u7684\u5e73\u5747\u9002\u914d\u65f6\u95f4\u5c0f\u4e8e7\u5929\u3002<\/p>\n

\u8fd9\u4e2a\u901f\u5ea6\u57fa\u672c\u610f\u5473\u7740\uff0c\u793e\u533a\u90a3\u8fb9\u7684\u70ed\u5ea6\u8fd8\u6ca1\u8fc7\u53bb\uff0c\u5f00\u53d1\u8005\u5728\u771f\u6b66\u82af\u7247\u4e0a\u5c31\u5df2\u7ecf\u80fd\u8dd1\u4e86\u3002<\/p>\n

\u800c\u4e14\u65e0\u9700\u81ea\u5df1\u989d\u5916\u505a\u9002\u914d\u548c\u8c03\u4f18\uff0c\u5c31\u80fd\u7528\u4e0a\u6700\u65b0\u7684\u7b97\u5b50\u3001\u7279\u6027\u4e0e\u4f18\u5316\u624b\u6bb5\u3002<\/p>\n

\u6700\u540e\u662f\u65e0\u9700\u7ed1\u5b9a\u6846\u67b6\u5e73\u53f0\u3002<\/p>\n

SAIL\u5df2\u7ecf\u5168\u9762\u9002\u914dPyTorch\u3001TensorFlow\u3001vLLM\u3001SGLang\u7b49260\u4f59\u4e2a\u4e3b\u6d41\u8bad\u7ec3\u4e0e\u63a8\u7406\u6846\u67b6\uff0c\u5de5\u5177\u94fe\u4e5f\u652f\u6301\u6309\u9700\u7075\u6d3b\u9009\u7528\uff0c\u4e0d\u7ed1\u5b9a\u4efb\u4f55\u7279\u5b9a\u6280\u672f\u8def\u7ebf\u3002<\/p>\n

\u8fd9\u4e00\u6761\u5176\u5b9e\u6700\u89c1\u683c\u5c40\uff0cSAIL\u660e\u786e\u628a\u6280\u672f\u9009\u578b\u7684\u81ea\u4e3b\u6743\u7559\u7ed9\u5f00\u53d1\u8005\uff0c\u5f00\u53d1\u8005\u4e5f\u4e0d\u5fc5\u62c5\u5fc3\u88ab\u9501\u6b7b\u5728\u67d0\u4e2a\u5c01\u95ed\u751f\u6001\u91cc\u3002<\/p>\n

\u4e0d\u91cd\u5199\u3001\u4e0d\u7b49\u5f85\u3001\u4e0d\u7ed1\u5b9a\uff0c\u7528\u5f00\u653e\u6362\u53d6\u4fe1\u4efb\uff0c\u7528\u517c\u5bb9\u964d\u4f4e\u95e8\u69db\uff0cT-Head SAIL\u628a\u8fc1\u79fb\u7684\u6469\u64e6\u529b\u5c3d\u53ef\u80fd\u964d\u5230\u4e86\u201c\u96f6\u201d\u3002<\/p>\n

\u5176\u5b9e\u518d\u628a\u89c6\u7ebf\u62c9\u8fdc\u4e00\u70b9\u4f1a\u53d1\u73b0\uff0cSAIL\u5f00\u6e90\u662f\u5e73\u5934\u54e58\u5e74\u5e03\u5c40\u8d70\u5230\u4eca\u5929\u7684\u4e00\u4e2a\u5fc5\u7136\u8282\u70b9\u3002<\/p>\n

2018\u5e74\uff0c\u5e73\u5934\u54e5\u6210\u7acb\u65f6AI\u82af\u7247\u8d5b\u9053\u5df2\u7ecf\u6324\u6ee1\u4e86\u73a9\u5bb6\uff0c\u5916\u754c\u5bf9\u5b83\u7684\u521d\u59cb\u5370\u8c61\u5927\u62b5\u662f\u201c\u963f\u91cc\u5185\u90e8\u7684\u4e00\u4e2a\u82af\u7247\u5b75\u5316\u9879\u76ee\u201d\u3002<\/p>\n

\u4f46\u5e73\u5934\u54e5\u5728\u963f\u91cc\u5185\u90e8\u7684\u5f85\u9047\u4ece\u6765\u4e0d\u666e\u901a\uff0c\u82af\u7247\u8fd9\u5757\u6700\u96be\u5543\u7684\u9aa8\u5934\u4e00\u76f4\u4eab\u53d7\u7740\u9971\u548c\u5f0f\u6295\u5165\u7684\u5f85\u9047\u3002<\/p>\n

\u9ad8\u5f3a\u5ea6\u7684\u7814\u53d1\u6295\u5165\uff0c\u52a0\u4e0a\u4e0e\u963f\u91cc\u4e91\u3001\u5927\u6a21\u578b\u7b49\u6838\u5fc3\u90e8\u95e8\u7684\u7d27\u5bc6\u534f\u540c\uff0c\u8ba9\u5e73\u5934\u54e5\u4ee5\u4e00\u79cd\u95f7\u58f0\u5e72\u5927\u4e8b\u7684\u8282\u594f\uff0c\u6210\u957f\u4e3a\u4e2d\u56fd\u82af\u7247\u4ea7\u4e1a\u94fe\u91cc\u6700\u5927\u7684\u9ed1\u9a6c\u3002<\/p>\n

2019\u5e74\uff0c\u6210\u7acb\u4ec5\u4e00\u5e74\u7684\u5e73\u5934\u54e5\u63a8\u51fa\u7b2c\u4e00\u9897\u82af\u7247\u542b\u5149800\u3002<\/p>\n

\u8fd9\u662f\u4e00\u9897\u9488\u5bf9AI\u63a8\u7406\u573a\u666f\u6df1\u5ea6\u5b9a\u5236\u7684\u82af\u7247\uff0c\u91c7\u7528\u81ea\u7814\u67b6\u6784\u3001\u63a8\u7406\u6027\u80fd\u8fbe\u523078563 IPS\uff0c\u4e5f\u5c31\u662f\u6bcf\u79d2\u53ef\u5904\u74067\u4e078\u5343\u5f20\u56fe\u7247\uff0c\u4e00\u4e3e\u62ff\u4e0b\u5f53\u65f6\u540c\u7c7b\u82af\u7247\u6027\u80fd\u4e0e\u80fd\u6548\u6bd4\u7684\u4e24\u9879\u7b2c\u4e00\u3002<\/p>\n

\u968f\u540e\u542b\u5149800\u9010\u6b65\u5e94\u7528\u4e8e\u53cc11\u6dd8\u5b9d\u4e3b\u641c\u573a\u666f\uff0c\u5728\u771f\u5b9e\u6d41\u91cf\u4e2d\u5b8c\u6210\u68c0\u9a8c\u3002<\/p>\n

\u7d27\u63a5\u7740\uff0c\u5e73\u5934\u54e5\u628a\u76ee\u6807\u6295\u5411\u4e86\u96be\u5ea6\u66f4\u9ad8\u3001\u901a\u7528\u6027\u66f4\u5f3a\u7684CPU\u8d5b\u9053\u3002<\/p>\n

2021\u5e74\u4e91\u6816\u5927\u4f1a\u4e0a\uff0c\u501a\u5929710\u6b63\u5f0f\u4eae\u76f8\uff0c\u8fd9\u662f\u963f\u91cc\u4f53\u7cfb\u5185\u7b2c\u4e00\u9897\u901a\u7528\u670d\u52a1\u5668CPU\u3002<\/p>\n

\u963f\u91cc\u7531\u6b64\u6210\u4e3a\u9996\u5bb6\u5177\u5907CPU\u7814\u53d1\u8bbe\u8ba1\u80fd\u529b\u7684\u4e2d\u56fd\u4e92\u8054\u7f51\u516c\u53f8\u3002<\/p>\n

\u8fd9\u9897\u82af\u7247\u6027\u80fd\u8d85\u8fc7\u540c\u671f\u4e1a\u754c\u6807\u674620%\uff0c\u80fd\u6548\u6bd4\u63d0\u5347\u8d85\u8fc750%\uff0c\u5982\u4eca\u5df2\u901a\u8fc7\u963f\u91cc\u4e91\u5927\u89c4\u6a21\u5e94\u7528\u4e8e\u89c6\u9891\u7f16\u89e3\u7801\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001\u6e38\u620f\u7b49\u9886\u57df\u3002<\/p>\n

\u800c\u5728\u901a\u7528AI\u82af\u7247\u8fd9\u6761\u6700\u8003\u9a8c\u7efc\u5408\u80fd\u529b\u7684\u4e3b\u8dd1\u9053\u4e0a\uff0c\u5e73\u5934\u54e5\u7684\u6b65\u4f10\u540c\u6837\u624e\u5b9e\u3002<\/p>\n

\u771f\u6b66810\u65e9\u57282022\u5e74\u5e95\u30012023\u5e74\u521d\u5c31\u5df2\u7ecf\u5b8c\u6210\u4e86\u7814\u53d1\u548c\u573a\u666f\u9a8c\u8bc1\u3002<\/p>\n

\u5b83\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u67b6\u6784\u548c\u7247\u95f4\u4e92\u8054\u6280\u672f\uff0c\u914d\u590796GB HBM2e\u5185\u5b58\u548c700GB\/s\u7247\u95f4\u4e92\u8054\u5e26\u5bbd\uff0c\u652f\u6301PCIe 5.0\u00d716\u63a5\u53e3\uff0c\u529f\u8017\u63a7\u5236\u5728400W\uff0c\u914d\u5408\u5168\u6808\u81ea\u7814\u8f6f\u4ef6\u6808\u5b9e\u73b0\u4e86\u4ece\u786c\u4ef6\u5230\u8f6f\u4ef6\u7684\u5b8c\u6574\u81ea\u4e3b\u53ef\u63a7\u3002<\/p>\n

\u963f\u91cc\u5df2\u5c06\u5176\u5927\u89c4\u6a21\u7528\u4e8e\u5343\u95ee\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u5916\u90e8\u5ba2\u6237\u4e5f\u5c06\u5176\u90e8\u7f72\u5728\u5404\u79cdAI\u63a8\u7406\u548c\u8bad\u7ec3\u7684\u4ea7\u7ebf\u4e0a\u3002<\/p>\n

\u5230\u4e86\u4eca\u5e74\u76842026\u963f\u91cc\u4e91\u5cf0\u4f1a\uff0c\u5e73\u5934\u54e5\u4eae\u51fa\u4e86\u65b0\u4e00\u4ee3\u8bad\u63a8\u4e00\u4f53AI\u82af\u7247\u771f\u6b66M890\u3002<\/p>\n

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