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Analytics\u5bf9\u5916\u53d1\u5e03\u4e86\u4e00\u4efd\u65e0\u4eba\u9a7e\u9a76\u6c7d\u8f66\u5e02\u573a\u89c4\u6a21\u62a5\u544a\uff0c\u62a5\u544a\u663e\u793a\u9884\u8ba1\u52302035\u5e74\u5168\u7403\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u89c4\u6a21\u5c06\u8fbe\u52308000\u4ebf\u7f8e\u5143\u3002<\/p>\n<div style=\"text-align: center;\"><img title=\"\u81ea\u52a8\u9a7e\u9a76\uff0c\u667a\u80fd\u6c7d\u8f66\u82af\u7247\" src=\"http:\/\/imagecn.gasgoo.com\/moblogo\/News\/UEditor\/image\/u2498860562647661787fm173app49fJPEGw640h400sFA23E14C8AE5E75542464D150300509A20181127\/6367890374586034005381441.jpg\" alt=\"\u81ea\u52a8\u9a7e\u9a76\u5bd2\u51ac\u4e0e\u5426\uff0c\u5173\u952e\u770b\u201c\u82af\u201d\" 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Rao\u63d0\u51fa\u4e86Computational Capacity\u7684\u6982\u5ff5\uff0c\u5b83\u540c\u65f6\u8003\u8651\u4e86\uff1a1\uff09Memory Bandwidth\uff08m\uff09\uff1b2\uff09Precision\uff08\u91cf\u5316\u7684\u6bd4\u7279\u6570 b\uff09\uff1b3\uff09Utilized OPs\uff08\u6bcf\u79d2\u6709\u6548\u7684\u64cd\u4f5c o\uff09\u3002\u6b64\u5916\uff0cRoofline model\u4e5f\u5e38\u5e38\u88ab\u7528\u6765\u8bc4\u4f30\u8bbe\u8ba1\u6548\u7387\u3002\u73b0\u5728\u6bd4\u8f83\u65b0\u7684\u82f1\u4f1f\u8fbe\u7684Xavier SOC\uff0c\u7406\u8bba\u503c\u5df2\u7ecf\u8fbe\u5230\u4e8630TOPS\u3002\u201d<\/p>\n<p>\u90ed\u5f66\u4e1c\u8fd8\u6307\u51fa\uff1a\u201c\u4f5c\u4e3a\u8f66\u4f01\u800c\u8a00\uff0c\u4ef7\u683c\u4e0e\u751f\u6001\u5bf9\u6211\u4eec\u9009\u62e9\u82af\u7247\u4e5f\u975e\u5e38\u91cd\u8981\u3002\u82af\u7247\u65b9\u6848\u7684\u6210\u719f\u5ea6\uff0c\u914d\u5408\u5468\u8fb9\u5305\u62ec\u6444\u50cf\u5934\u65b9\u6848\u3001\u5f00\u53d1\u793e\u533a\u7b49\u90fd\u662f\u8f66\u4f01\u8003\u8651\u7684\u56e0\u7d20\u3002\u201d<\/p>\n<p>\u6765\u81ea\u6e05\u667a\u79d1\u6280\u7684\u6f58\u667a\u6167\u4ece\u4f9b\u5e94\u94fe\u548c\u6750\u6599\u83b7\u53d6\u96be\u5ea6\u3001\u91cf\u4ea7\u6761\u4ef6\u3001\u54c1\u63a7\u7b49\u65b9\u9762\u7ed9\u51fa\u4e86\u4ed6\u7684\u7b54\u6848\u3002\u4ed6\u8ba4\u4e3a\uff1a\u201c\u4f20\u7edf\u6c7d\u8f66\u82af\u7247\u83b7\u5f97\u6bd4\u8f83\u5bb9\u6613\uff0c\u867d\u7136\u5176\u4e2d\u6709\u4e9b\u82af\u7247\u5f88\u91cd\u8981\uff0c\u4f46\u5e76\u4e0d\u662f\u6025\u9700\u7684\u3002\u800c\u4e0e\u7b97\u529b\u76f8\u5173\u7684CPU\u3001GPU\u3001AI\u82af\u7247\u7b49\u5bf9\u4e8e\u4f20\u7edf\u7684\u6c7d\u8f66\u7535\u5b50\u5de5\u4e1a\u7a0d\u5fae\u6709\u6240\u6b20\u7f3a\uff0c\u53ea\u80fd\u4f9d\u8d56\u82f1\u7279\u5c14\u3001\u82f1\u4f1f\u8fbe\u7b49\u5de5\u4e1a\u7ea7\u82af\u7247\u5de8\u5934\u53bb\u52aa\u529b\u7814\u53d1\u3002\u5c1d\u8bd5\u5c06\u5176\u539f\u6709\u7684\u82af\u7247\u67b6\u6784\u6309\u7167\u8f66\u89c4\u7684\u8981\u6c42\u53bb\u505a\u63d0\u5347\uff0c\u8fbe\u5230\u6c7d\u8f66\u89c4\u8303\u7ea7\u522b\u82af\u7247\u3002\u201d<\/p>\n<p>\u4ed6\u8868\u793a\uff0c\u8fd9\u4e00\u5757\u6bd4\u8f83\u7a00\u5c11\uff0c\u56e0\u4e3a\u8f66\u89c4\u7ea7\u6709\u975e\u5e38\u8be6\u7ec6\u7684\u89c4\u5b9a\uff0c\u6bd4\u5982\u5236\u7a0b\u3001\u5de5\u827a\u3001\u6d4b\u8bd5\u7b49\uff0c\u5e76\u975e\u4e00\u822c\u5382\u5bb6\u80fd\u591f\u505a\u51fa\u6765\u3002\u5e76\u4e14\uff0c\u8fd8\u6709\u65f6\u95f4\u5468\u671f\u7684\u9650\u5236\uff0c\u53ef\u80fd\u4f01\u4e1a\u6700\u7ec8\u7684\u6279\u91cf\u751f\u4ea7\u4e4b\u65f6\u624d\u4f1a\u4ea7\u751f\u826f\u54c1\u7387\u7b49\u95ee\u9898\u3002\u8fd9\u9700\u8981\u7ecf\u9a8c\u4e30\u5bcc\u7684\u82af\u7247\u516c\u53f8\u53bb\u505a\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u6f58\u667a\u6167\u8fd8\u63d0\u5230\u4e86\u4e00\u4e2a\u51b7\u95e8\u7684\u82af\u7247\u2014\u2014\u9ad8\u5e26\u5bbd\u7684\u7f51\u5173\u82af\u7247\u3002\u636e\u5176\u4ecb\u7ecd\uff0c\u7531\u4e8e\u81ea\u52a8\u9a7e\u9a76\u9700\u8981\u8fdb\u884c3D\u5efa\u6a21\uff0c\u5404\u4e2a\u4f20\u611f\u5668\u7684\u901f\u7387\u5e26\u5bbd\u975e\u5e38\u5927\u3001\u5237\u65b0\u901f\u5ea6\u4e5f\u5f88\u9ad8\uff0c\u6bd4\u5982\u89c6\u9891\u5e0c\u671b\u80fd\u591f\u8fbe\u523030\u6beb\u79d2\u4e00\u526f\u56fe\u50cf\u5206\u6790\u5b8c\u3002\u8fd9\u4f1a\u9020\u6210\u6570\u636e\u91cf\u5927\u3001\u5237\u65b0\u901f\u7387\u9ad8\u7b49\u95ee\u9898\uff0c\u56e0\u6b64\u9700\u8981\u9ad8\u5e26\u5bbd\u7684\u7f51\u5173\u82af\u7247\u5c06\u6240\u6709\u4f20\u611f\u5668\u6570\u636e\u6c47\u96c6\u5728\u4e00\u8d77\u63d0\u4f9b\u7ed9\u9ad8\u7b97\u529b\u7684\u667a\u80fd\u82af\u7247\u6765\u5904\u7406\u3002\u5e76\u4e14\uff0c\u9ad8\u5e26\u5bbd\u7684\u7f51\u5173\u82af\u7247\u91cd\u8981\u6027\u8fd8\u4f53\u73b0\u5728\uff0c\u6570\u636e\u4f20\u8f93\u8fc7\u7a0b\u4e2d\uff0c\u5e26\u5bbd\u9700\u6c42\u5f88\u9ad8\uff0c\u53ef\u9760\u6027\u9700\u6c42\u4e5f\u6781\u9ad8\u3002<\/p>\n<p>\u201c\u8fd9\u4e00\u5757\u9ad8\u6297\u5e72\u6270\u6027\u80fd\u4e14\u7b26\u5408\u8f66\u89c4\u7ea7\u522b\u8981\u6c42\u7684\u7f51\u5173\u82af\u7247\uff0c\u53ef\u4ee5\u9009\u62e9\u7684\u4f59\u5730\u4e0d\u592a\u591a\u3002\u201d\u4ed6\u8bf4\u3002<\/p>\n<p>\u6700\u540e\u4e00\u65b9\u9762\uff0c\u6f58\u667a\u6167\u8ba4\u4e3a\u4f20\u611f\u5668\u6240\u9700\u7684\u540e\u5904\u7406\u82af\u7247\u9009\u62e9\u7684\u4f59\u5730\u4e5f\u4e0d\u591a\uff0c\u90fd\u662f\u56fd\u5916\u5382\u5bb6\u3002\u8be5\u82af\u7247\u662f\u4e2d\u7b49\u7b97\u529b\u7684\u5904\u7406\u82af\u7247\uff0c\u4ef7\u683c\u8f83\u9ad8\uff0c\u8fd9\u4e5f\u5bfc\u81f4\u667a\u80fd\u9a7e\u9a76\u6c7d\u8f66\u7684\u7535\u5b50\u6210\u672c\u6bd4\u8f83\u9ad8\u3002<\/p>\n<p><strong>\u6562\u95ee\u56fd\u5185\u4f01\u4e1a\u8def\u5728\u4f55\u65b9\uff1f<\/strong><\/p>\n<p>\u667a\u80fd\u6c7d\u8f66\u82af\u7247\u9ad8\u53ef\u9760\u6027\u3001\u9ad8\u5b89\u5168\u6027\u3001\u4f4e\u6210\u672c\u3001\u4ee5\u53ca\u91cf\u4ea7\u7b49\u8981\u6c42\uff0c\u5bfc\u81f4\u4e86\u5f53\u524d\u667a\u80fd\u6c7d\u8f66\u82af\u7247\u5e02\u573a\u4e2d\u82af\u7247\u7684\u7f3a\u4e4f\u4ee5\u53ca\u53ef\u83b7\u5f97\u6027\u4e0d\u5f3a\u3002\u5728\u6f58\u667a\u6167\u770b\u6765\u8fd9\u6837\u7684\u60c5\u51b5\u4e4b\u4e0b\uff0c\u7ed9\u4e86\u56fd\u4ea7\u54c1\u724c\u82af\u7247\u8fdb\u5165\u5e02\u573a\u7684\u673a\u4f1a\u3002<\/p>\n<p>\u7531\u4e8e\u84ec\u52c3\u53d1\u5c55\u7684\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u60f3\u8981\u843d\u5730\uff0c\u82af\u7247\u4f9b\u5e94\u5c31\u5fc5\u987b\u8db3\u591f\uff0c\u8f66\u4f01\u4e0d\u53ef\u80fd\u53ea\u505a\u4e00\u4e2a\u6837\u673a\u3002\u800c\u5728\u6027\u80fd\u65b9\u9762\uff0c\u4e5f\u56e0\u4e3a\u53ef\u4ee5\u9a8c\u8bc1\uff0c\u6240\u4ee5\u56fd\u4ea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