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\"\"<\/figure>\n\n\n\n

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\u81ea\u52a8\u9a7e\u9a76\u8def\u6d4b\u4e0e\u4eff\u771f\u7684\u6838\u5fc3\u76ee\u6807\u4e0d\u540c\uff0c\u51b3\u5b9a\u4e86\u4e8c\u8005\u7684GPU\u7b97\u529b\u9700\u6c42\u5b58\u5728\u672c\u8d28\u5dee\u5f02\uff0c\u540c\u65f6\u53c8\u5b58\u5728\u534f\u540c\u4e92\u8865\u6027\uff0c\u5171\u540c\u6784\u6210\u81ea\u52a8\u9a7e\u9a76\u7814\u53d1\u7684\u7b97\u529b\u95ed\u73af\u3002\u8def\u6d4b\u805a\u7126\u771f\u5b9e\u573a\u666f\u6570\u636e\u91c7\u96c6\u4e0e\u5b9e\u65f6\u51b3\u7b56\u9a8c\u8bc1\uff0c\u7b97\u529b\u9700\u6c42\u5448\u73b0\u201c\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u7a33\u5b9a\u6027\u201d\u7279\u5f81\uff1b\u4eff\u771f\u805a\u7126\u573a\u666f\u590d\u73b0\u4e0e\u7b97\u6cd5\u8fed\u4ee3\uff0c\u7b97\u529b\u9700\u6c42\u5448\u73b0\u201c\u9ad8\u5e76\u884c\u3001\u5927\u89c4\u6a21\u201d\u7279\u5f81\u3002<\/p>\n\n\n\n

\u884c\u4e1a\u6570\u636e\u663e\u793a\uff0c\u5355\u8f86L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u6d4b\u8bd5\u8f66\uff0c\u642d\u8f7d6\u8def\u6444\u50cf\u5934\u30011\u989764\u7ebf\u6fc0\u5149\u96f7\u8fbe\u30013\u9897\u6beb\u7c73\u6ce2\u96f7\u8fbe\uff0c\u6bcf\u5c0f\u65f6\u4ea7\u751f\u6570\u636e\u91cf\u8fbe100GB\uff0c\u9700GPU\u5b9e\u65f6\u5b8c\u6210\u6570\u636e\u9884\u5904\u7406\u3001\u7279\u5f81\u63d0\u53d6\u4e0e\u51b3\u7b56\u63a8\u7406\uff0c\u5355\u8f66\u8def\u6d4bGPU\u7b97\u529b\u9700\u6c42\u8fbe80-120 TFLOPS\u3002\u800c\u4eff\u771f\u573a\u666f\u4e2d\uff0c\u5355\u573a\u666f\u6bcf\u5c0f\u65f6\u7b49\u6548\u8def\u6d4b\u6570\u636e\u751f\u6210\u9700\u6d88\u8017200 GPU\u5c0f\u65f6\u8ba1\u7b97\u8d44\u6e90\uff0c\u57ce\u5e02\u7ea7\u5927\u89c4\u6a21\u4eff\u771f\u9700\u652f\u6301\u4e0a\u5343\u8f86\u865a\u62df\u8f66\u540c\u6b65\u8fd0\u884c\uff0c\u5355\u96c6\u7fa4GPU\u7b97\u529b\u9700\u6c42\u7a81\u78341000 PFLOPS\u3002<\/p>\n\n\n\n

GPU\u670d\u52a1\u5668\u79df\u7528\u6a21\u5f0f\u53ef\u7075\u6d3b\u9002\u914d\u8def\u6d4b\u4e0e\u4eff\u771f\u7684\u5dee\u5f02\u5316\u7b97\u529b\u9700\u6c42\uff0c\u4f01\u4e1a\u65e0\u9700\u4e00\u6b21\u6027\u6295\u5165\u9ad8\u989d\u786c\u4ef6\u6210\u672c\uff0c\u53ef\u6839\u636e\u7814\u53d1\u9636\u6bb5\u7075\u6d3b\u8c03\u6574\u7b97\u529b\u914d\u7f6e\uff0c\u661f\u5b87\u667a\u7b97\u7684GPU\u670d\u52a1\u5668\u79df\u7528\u670d\u52a1\uff0c\u8986\u76d6\u4ece\u5355\u673a\u8def\u6d4b\u5230\u96c6\u7fa4\u4eff\u771f\u7684\u5168\u573a\u666f\u7b97\u529b\u9700\u6c42\uff0c\u9002\u914d\u4e0d\u540c\u7ea7\u522b\u81ea\u52a8\u9a7e\u9a76\u7814\u53d1\u573a\u666f\u3002<\/p>\n\n\n\n

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\u4e00\u3001\u8def\u6d4b\u7b97\u529b\u6838\u5fc3\u9700\u6c42\uff1a\u5b9e\u65f6\u5904\u7406\u591a\u4f20\u611f\u5668\u6570\u636e<\/h4>\n\n\n\n

\u81ea\u52a8\u9a7e\u9a76\u8def\u6d4b\u7684\u6838\u5fc3\u7b97\u529b\u6d88\u8017\u96c6\u4e2d\u5728\u591a\u4f20\u611f\u5668\u6570\u636e\u878d\u5408\u3001\u5b9e\u65f6\u63a8\u7406\u4e0e\u6570\u636e\u56de\u4f20\u4e09\u5927\u73af\u8282\uff0cGPU\u9700\u5728\u6beb\u79d2\u7ea7\u5b8c\u6210\u6570\u636e\u5904\u7406\uff0c\u786e\u4fdd\u8f66\u8f86\u51b3\u7b56\u7684\u5b9e\u65f6\u6027\u4e0e\u51c6\u786e\u6027\uff0c\u907f\u514d\u5b89\u5168\u98ce\u9669\u3002L2\u7ea7\u8def\u6d4b\u4e0eL4\u7ea7\u8def\u6d4b\u7684GPU\u7b97\u529b\u9700\u6c42\u5dee\u5f02\u663e\u8457\uff0c\u5448\u73b0\u9636\u68af\u5f0f\u589e\u957f\u3002<\/p>\n\n\n\n

L2\u7ea7\u81ea\u52a8\u9a7e\u9a76\u8def\u6d4b\uff0c\u5355\u8f66\u642d\u8f7d2\u8def\u6444\u50cf\u5934\u30011\u9897\u6beb\u7c73\u6ce2\u96f7\u8fbe\uff0c\u6bcf\u5c0f\u65f6\u4ea7\u751f\u6570\u636e\u91cf30GB\uff0cGPU\u9700\u652f\u6301\u6bcf\u79d230\u5e27\u56fe\u50cf\u5904\u7406\uff0c\u5355\u5e27\u5904\u7406\u5ef6\u8fdf\u226450ms\uff0c\u7b97\u529b\u9700\u6c42\u4e3a20-40 TFLOPS\uff0c\u4e3b\u6d41GPU\u578b\u53f7\u4e3aNVIDIA T4\uff0c\u5b9e\u6d4b\u663e\u793a\u5176INT8\u6a21\u5f0f\u4e0b\u53ef\u5b9e\u73b0\u6bcf\u79d2280\u5e27YOLOv8\u63a8\u7406\uff0c\u5e73\u5747\u5ef6\u8fdf3.57ms\uff0c\u6ee1\u8db3L2\u7ea7\u8def\u6d4b\u9700\u6c42\u3002<\/p>\n\n\n\n

L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u8def\u6d4b\uff0c\u5355\u8f66\u642d\u8f7d6\u8def4K\u6444\u50cf\u5934\u30011\u989764\u7ebf\u6fc0\u5149\u96f7\u8fbe\u30013\u9897\u6beb\u7c73\u6ce2\u96f7\u8fbe\uff0c\u6bcf\u5c0f\u65f6\u4ea7\u751f\u6570\u636e\u91cf100GB\uff0c\u5355\u5e274K HDR\u56fe\u50cf\u5408\u6210+64\u7ebf\u6fc0\u5149\u96f7\u8fbe\u6a21\u62df\u53ef\u6d88\u8017\u8d85\u8fc75 TFLOPS\u7b97\u529b\uff0cGPU\u9700\u652f\u6301\u6bcf\u79d260\u5e27\u56fe\u50cf\u5904\u7406\uff0c\u5355\u5e27\u5904\u7406\u5ef6\u8fdf\u226430ms\uff0c\u7b97\u529b\u9700\u6c42\u8fbe80-120 TFLOPS\uff0c\u4e3b\u6d41GPU\u578b\u53f7\u4e3aNVIDIA A100\u3001\u534e\u4e3a\u6607\u817e910B\uff0c\u5176\u4e2dA100 FP16\u7b97\u529b\u8fbe312 TFLOPS\uff0c\u53ef\u8f7b\u677e\u6ee1\u8db3\u591a\u4f20\u611f\u5668\u6570\u636e\u5b9e\u65f6\u5904\u7406\u9700\u6c42\u3002<\/p>\n\n\n\n

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\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u540c\u4e00\u8f86\u6d4b\u8bd5\u8f66\uff0c\u5c06\u6444\u50cf\u5934\u4ece1080P\u5347\u7ea7\u4e3a4K\uff0cGPU\u7b97\u529b\u6d88\u8017\u4ece30 TFLOPS\u63d0\u5347\u81f395 TFLOPS\uff1b\u589e\u52a02\u9897\u6fc0\u5149\u96f7\u8fbe\u540e\uff0c\u7b97\u529b\u6d88\u8017\u8fdb\u4e00\u6b65\u63d0\u5347\u81f3120 TFLOPS\u3002\u6b64\u5916\uff0c\u6781\u7aef\u5929\u6c14\u573a\u666f\uff08\u66b4\u96e8\u3001\u5927\u96fe\uff09\u4e0b\uff0c\u4f20\u611f\u5668\u6570\u636e\u566a\u58f0\u589e\u52a0\uff0cGPU\u9700\u989d\u5916\u6d88\u801720-30%\u7b97\u529b\u7528\u4e8e\u6570\u636e\u964d\u566a\uff0c\u786e\u4fdd\u51b3\u7b56\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n

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\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u901a\u8fc7\u865a\u62df\u73af\u5883\u590d\u73b0\u771f\u5b9e\u4ea4\u901a\u573a\u666f\uff0c\u652f\u6301\u611f\u77e5\u3001\u51b3\u7b56\u3001\u63a7\u5236\u7b97\u6cd5\u7684\u95ed\u73af\u6d4b\u8bd5\uff0c\u6838\u5fc3\u7b97\u529b\u6d88\u8017\u96c6\u4e2d\u5728\u573a\u666f\u6e32\u67d3\u3001\u7269\u7406\u4eff\u771f\u3001\u591a\u667a\u80fd\u4f53\u4ea4\u4e92\u4e09\u5927\u73af\u8282\uff0c\u9700GPU\u5177\u5907\u5f3a\u5927\u7684\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\uff0c\u652f\u6491\u5927\u89c4\u6a21\u573a\u666f\u7684\u540c\u6b65\u8fd0\u884c\u3002<\/p>\n\n\n\n

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\u4e8c\u3001\u4eff\u771f\u7b97\u529b\u7684\u5173\u952e\u5f71\u54cd\u56e0\u7d20<\/h4>\n\n\n\n

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2026\u5e74\uff0c\u5168\u7403\u81ea\u52a8\u9a7e\u9a76GPU\u7b97\u529b\u5e02\u573a\u89c4\u6a21\u8fbe180\u4ebf\u7f8e\u5143\uff0c\u5176\u4e2d\u8def\u6d4b\u573a\u666f\u5360\u6bd435%\uff0c\u4eff\u771f\u573a\u666f\u5360\u6bd465%\uff0c\u8f832025\u5e74\u589e\u957f62%\u3002\u76ee\u524d\uff0cL4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u7814\u53d1\u4e2d\uff0cGPU\u7b97\u529b\u6295\u5165\u5360\u7814\u53d1\u603b\u6295\u5165\u768428%\uff0c\u8f83L2\u7ea7\u63d0\u534715\u4e2a\u767e\u5206\u70b9\uff0c\u7b97\u529b\u6210\u4e3a\u81ea\u52a8\u9a7e\u9a76\u7814\u53d1\u7684\u6838\u5fc3\u6210\u672c\u4e4b\u4e00\u3002<\/p>\n\n\n\n

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