{"id":6869,"date":"2023-12-14T14:44:07","date_gmt":"2023-12-14T06:44:07","guid":{"rendered":"http:\/\/192.168.10.115\/index.php\/2023\/12\/14\/6869\/"},"modified":"2023-12-25T17:06:25","modified_gmt":"2023-12-25T09:06:25","slug":"%e5%8d%8e%e4%b8%ba%e6%b1%bd%e8%bd%a6%e8%87%aa%e5%8a%a8%e9%a9%be%e9%a9%b6%e6%8a%80%e6%9c%af%e8%af%a6%e8%a7%a3%e5%8a%9f%e5%8a%9b%e6%b7%b1%e5%8e%9a%e6%98%be%e7%9c%9f%e7%ab%a0","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2023\/12\/14\/6869\/","title":{"rendered":"2023-12-14\u534e\u4e3a\u6c7d\u8f66\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u8be6\u89e3:\u529f\u529b\u6df1\u539a\u663e\u771f\u7ae0"},"content":{"rendered":"

ABSTRACT \u6982\u8981<\/strong><\/p>\n

ADS2.0\u9996\u53d1\u642d\u8f7d\u95ee\u754cM5\u667a\u9a7e\u7248\uff0c\u57ce\u5e02NCA\u8ba1\u5212\u5e74\u5e95\u5168\u56fd\u5f00\u901a\u30022023\u5e744\u670816\u65e5\u534e\u4e3a\u5728\u667a\u80fd\u6c7d\u8f66\u89e3\u51b3\u65b9\u6848\u53d1\u5e03\u4f1a\u4e0a\u53d1\u5e03\u4e86\u6700\u65b0\u7684ADS2.0 \u4ea7\u54c1\uff0c\u786c\u4ef6\u6570\u91cf\u51cf\u5c11\u81f327\u4e2a(11\u4e2a\u6444\u50cf\u5934+12\u4e2a\u8d85\u58f0\u6ce2\u96f7\u8fbe+3\u4e2a\u6beb\u7c73\u6ce2\u96f7\u8fbe+1\u4e2a\u6fc0\u5149\u96f7\u8fbe,ADS1.0\u670934\u4e2a)\uff0c\u8f66\u8f7d\u8ba1\u7b97\u5e73\u53f0\u6539\u4e3aMDC610 \uff08\u539f\u4e3aMDC810\uff09\u9996\u642dM5\u667a\u9a7e\u7248\uff0c\u65b0M7\u667a\u9a7e\u7248\u4e5f\u51ed\u501f\u667a\u9a7e\u4eae\u70b9\u548c\u8f83\u9ad8\u6027\u4ef7\u6bd4\u6539\u6b3e\u6210\u4e3a\u7206\u6b3e\u3002\u6839\u636e\u534e\u4e3a\u53d1\u5e03\u4f1a\u4e0a\u4f20\u8fbe\u7684\u89c4\u5212\uff0cADS2.0\u4e0b \u9ad8\u901fNCA\u5e73\u5747\u63a5\u7ba1\u91cc\u7a0b\u7531100KM\u63d0\u5347\u81f3200KM\uff0c23\u5e74\u5e95\u5c06\u5728\u5168\u56fd\u6240\u6709\u57ce\u5e02\u5f00\u901aNCA\u529f\u80fd\uff08\u6709\u6e05\u6670\u9053\u8def\u8fb9\u754c\u7684\u7ed3\u6784\u5316\u9053\u8def\u4e0a\uff0c\u539f\u76ee\u6807\u4e3a\u5e74 \u5e95\u843d\u573045\u57ce\uff09\u3002<\/p>\n

\u770b\u5f97\u61c2\u7269\u7684GOD2.0+\u770b\u5f97\u61c2\u8def\u7684RCR2.0\u6784\u6210ADS2.0\u65e0\u56fe\u9a7e\u9a76\u611f\u77e5\u7b97\u6cd5\u3002GOD2.0\u80fd\u591f\u5b9e\u73b0\u5f02\u5f62\u969c\u788d\u7269\u8bc6\u522b\u65e0\u4e0a\u9650\uff0c\u901a\u7528\u969c\u788d\u7269\u8bc6\u522b\u7387\u9ad8 \u8fbe99.9%\u3002RCR\u4e0e\u7279\u65af\u62c9FSD\u8f66\u9053\u89c6\u89c9\u8bc6\u522b\u8def\u7ebf\uff08Lanes & Objects\uff09\u76f8\u4f3c\uff0c\u80fd\u591f\u5b9e\u73b0\u590d\u6742\u9053\u8def\u73af\u5883\u5b9e\u65f6\u63a8\u7406\uff0c\u611f\u77e5\u9762\u79ef\u8fbe\u52302.5\u4e2a\u8db3\u7403 \u573a\uff0c\u5b9e\u73b0\u65e0\u56fe\u4e5f\u80fd\u5f00\u3002<\/p>\n

\u8f66\u7aefMDC\u8ba1\u7b97\u5e73\u53f0\u5305\u62ec\u5e73\u53f0\u786c\u4ef6\u3001\u5e73\u53f0\u8f6f\u4ef6\u670d\u52a1\u3001\u529f\u80fd\u8f6f\u4ef6\u5e73\u53f0\u3001\u914d\u5957\u5de5\u5177\u94fe\u53ca\u7aef\u4e91\u534f\u540c\u670d\u52a1\uff0c\u652f\u6301L2+\u5230L5\u7684\u5e73\u6ed1\u6f14\u8fdb\u30021\uff09\u786c\u4ef6\u65b9 \u9762\uff1a\u81ea\u7814\u6607\u817e\u7cfb\u5217\u82af\u7247\uff0c610\u7528\u4e8e\u8f66\u8f7d\u667a\u9a7e\u7aef\uff0c\u7b97\u529b\u8fbe200TOPS@INT8\u30022\uff09\u8f6f\u4ef6\u65b9\u9762\uff1a\u63d0\u4f9b\u9762\u5411\u670d\u52a1\u7684\u67b6\u6784SOA\uff0c\u5b8c\u5584\u3001\u7075\u6d3b\u7684\u8f6f\u4ef6\u4f53 \u7cfb\u80fd\u591f\u901a\u8fc7\u5728\u8f6f\u4ef6\u5408\u4f5c\u6a21\u5f0f\u4e0a\u63d0\u4f9b\u7cfb\u7edf\u7ea7\u5f00\u653e\u63a5\u53e3\uff0c\u66f4\u65b9\u4fbf\u5408\u4f5c\u4f19\u4f34\u6574\u5408\u81ea\u5bb6\u7b97\u6cd5\u5230\u8bbe\u5907\u4e2d\uff0c\u4e3aMDC\u91cf\u4ea7\u4e0a\u8f66\u63d0\u4f9b\u4fbf\u5229\uff0c\u90e8\u5206\u5f25\u8865\u534e \u4e3a\u4e0d\u63d0\u4f9b\u82af\u7247\u7ea7\u89e3\u51b3\u65b9\u6848\uff08\u786c\u4ef6\u5f00\u653e\u7a0b\u5ea6\u6ca1\u6709\u82f1\u4f1f\u8fbe\u9ad8\uff09\u7684\u52a3\u52bf\u3002<\/p>\n

\u4e91\u7aef\u8ba1\u7b97\u5e73\u53f0\u57fa\u4e8e\u81ea\u7814\u82af\u7247\uff0c\u5355\u96c6\u7fa4\u7b97\u529b\u8fbe2000P FLOPS\uff0cAI\u8ba1\u7b97\u4e2d\u5fc3\u5728\u4e4c\u5170\u5bdf\u5e03\u548c\u8d35\u5b89\u540c\u65f6\u4e0a\u7ebf\u3002\u4e91\u7aef\u91c7\u7528\u6607\u817e910\u82af\u7247\uff0c\u662f\u76ee\u524d \u884c\u4e1a\u7b97\u529b\u6700\u5f3a\u7684AI\u82af\u7247\uff0cAI\u8ba1\u7b97\u4e2d\u5fc3\u5728\u4e4c\u5170\u5bdf\u5e03\u548c\u8d35\u5b89\u540c\u65f6\u4e0a\u7ebf\u3002\u540c\u65f6\u76d8\u53e4\u5927\u6a21\u578b\u6df1\u5ea6\u8d4b\u80fd\u6570\u636e\u5904\u7406\u5404\u4e2a\u6d41\u7a0b\uff0c\u52a9\u529b\uff1a1\uff09\u573a\u666f\u751f \u6210\u2014\u6784\u5efa\u865a\u62df\u573a\u666f\uff0c\u7528\u6570\u636e\u751f\u6210\u4ee3\u66ff\u5b9e\u8f66\u8def\u91c7\uff1b\u751f\u6210\u7a00\u7f3a\u9053\u8def\u573a\u666f\uff0c\u4e0d\u65ad\u89e3\u51b3corner case\u7684\u95ee\u9898\u30022\uff09\u573a\u666f\u7406\u89e3\u2014\u5229\u7528\u89c6\u89c9\u5927\u6a21\u578b \u5bf9\u89c6\u9891\u3001\u56fe\u7247\u8fdb\u884c\u81ea\u52a8\u6807\u6ce8\uff0c\u5b9e\u73b0\u964d\u672c\u589e\u6548\u3002<\/p>\n

\u534e\u4e3a\u81ea\u52a8\u9a7e\u9a76\u8be6\u89e3<\/h1>\n

RCR2.0\uff1a\u8f66\u9053\u63a8\u7406\u7f51\u7edc\uff0c\u5b9e\u73b0\u65e0\u56fe\u4e5f\u80fd\u201c\u770b\u5f97\u61c2\u8def\u201d<\/strong><\/p>\n

RCR\uff1a\u5b9e\u73b0\u5bfc\u822a\u5730\u56fe\u548c\u73b0\u5b9e\u4e16\u754c\u5339\u914d\uff0c\u65e2\u80fd\u201c\u770b\u5f97\u61c2\u7269\u201d\u53c8\u80fd\u201c\u770b\u5f97\u61c2\u8def\u201d\u3002\u80fd\u591f\u5b9e\u73b0\u590d\u6742\u9053\u8def\u73af\u5883\u5b9e\u65f6\u63a8\u7406\uff0c\u611f\u77e5\u9762\u79ef\u8fbe\u52302.5\u4e2a\u8db3 \u7403\u573a\uff0c\u5b9e\u73b0\u65e0\u56fe\u4e5f\u80fd\u201c\u770b\u5f97\u61c2\u8def\u201d\uff0c\u65e0\u56fe\u4e5f\u80fd\u5f00\u3002<\/p>\n

MDC\u7cfb\u5217\u8ba1\u7b97\u5e73\u53f0\uff1aITC\u6280\u672f\u96c6\u5927\u6210\u8005\uff0c\u63d0\u4f9b\u5f39\u6027\u7b97\u529b\u4e0e\u4e30\u5bcc\u63a5\u53e3<\/strong><\/p>\n

MDC\u4ecb\u7ecd\uff1a\u667a\u80fd\u9a7e\u9a76\u6c7d\u8f66\u4e2d\u5305\u542b\u56db\u4e2a\u6838\u5fc3\u5b50\u7cfb\u7edf\uff1a\u4f20\u611f\u5668\u3001\u8ba1\u7b97\u5e73\u53f0\u3001\u6267\u884c\u5668\u4e0e\u5e94\u7528\u7b97\u6cd5\u3002\u5176\u4e2dMDC\u662f\u534e\u4e3a\u667a\u80fd\u9a7e\u9a76\u8ba1\u7b97\u5e73 \u53f0\uff0c\u57fa\u4e8e\u6607\u817e\u7cfb\u5217AI\u8f66\u89c4\u5904\u7406\u5668\uff0cMDC\u786c\u4ef6\u5e73\u53f0\u4e0e\u5728\u5176\u4e0a\u8fd0\u884c\u7684\u81ea\u52a8\u9a7e\u9a76\u5e94\u7528\u8f6f\u4ef6\u5171\u540c\u7ec4\u6210\u7684\u81ea\u52a8\u9a7e\u9a76ECU\uff0c\u662f\u5b9e\u73b0\u667a\u80fd\u9a7e \u9a76\u5168\u666f\u611f\u77e5\u3001\u5730\u56fe&\u4f20\u611f\u5668\u878d\u5408\u5b9a\u4f4d\u3001\u51b3\u7b56\u3001\u89c4\u5212\u3001\u63a7\u5236\u7b49\u529f\u80fd\u7684\u6c7d\u8f66\u201c\u5927\u8111\u201d \u3002 MDC\u4ea7\u54c1\uff1a\u76ee\u524d\u5305\u542b MDC 210\/MDC 300F\/MDC 610\/MDC 810\u56db\u6b3e\u4ea7\u54c1\uff0c\u63d0\u4f9b48-400TOPS\u7684\u5f39\u6027\u7b97\u529b\u4e0e\u4e30\u5bcc\u7684\u4f20\u611f\u5668\u63a5\u53e3 \u3002 ADS2.0\uff1aADS2.0\u4f7f\u7528MDC 610\u5e73\u53f0\uff0c\u57fa\u4e8e\u534e\u4e3a\u81ea\u7814\u7684\u6607\u817e610 AI SOC\u82af\u7247\uff0c\u63d0\u4f9b200TOPS@INT8\u7a20\u5bc6\u7b97\u529b\u3002<\/p>\n

\u5e73\u53f0\u786c\u4ef6\uff1a\u81ea\u7814\u6607\u817e610AI\u82af\u7247\uff0c\u5b9e\u73b0\u6781\u81f4\u9ad8\u6548\u80fd<\/strong><\/p>\n

\u6e90\u4e8e\u534e\u4e3a\u81ea\u6709\u82af\u7247\u6607\u817e610\uff0c\u5b9e\u73b0\u6781\u81f4\u9ad8\u6548\u80fd\u3002ADS2.0\u57fa\u4e8e\u6607\u817e610\u82af\u7247\uff1aCPU16\u6838\u3001\u7b97\u529b200kDMIPS\uff1b\u91c7\u7528\u81ea\u7814\u7684\u8fbe\u82ac\u5947AI\u67b6\u6784\uff0c\u7b97\u529b\u8fbe200TOPS@INT8\u3001100TFLOPS@FP16\u3002\u6b64\u5916\u6607\u817e\u7cfb\u5217\u8fd8\u6709310\u3001910\uff1a\u6607\u817e310\u662f\u534e\u4e3a\u9996\u6b3e\u5168\u6808\u5168\u573a\u666f\u4eba\u5de5\u667a\u80fd\u82af\u7247\uff0c\u5728\u5178\u578b\u914d\u7f6e\u4e0b\u53ef\u4ee5\u8f93\u51fa16TOPS@INT8, 8TOPS@FP16\uff0c\u529f\u8017\u4ec5\u4e3a 8W\u3002\u91c7\u7528\u81ea\u7814\u534e\u4e3a\u8fbe\u82ac\u5947\u67b6\u6784\uff0c\u96c6\u6210\u4e30\u5bcc\u7684\u8ba1\u7b97\u5355\u5143\uff0c\u63d0\u9ad8AI\u8ba1\u7b97\u5b8c\u5907\u5ea6\u548c\u6548\u7387\uff0c\u8fdb\u800c\u6269\u5c55\u8be5\u82af\u7247\u7684\u9002\u7528\u6027\u3002\u6607\u817e910\u7528\u4e8e\u8bad\u7ec3\uff0c\u662f\u9762\u5411\u4e91 \u7aef\u548c\u6570\u636e\u4e2d\u5fc3\u7684\u9ad8\u6027\u80fdAI\u5904\u7406\u5668\u3002<\/p>\n

\u5e73\u53f0\u8f6f\u4ef6\uff1a\u63d0\u4f9b\u9762\u5411\u670d\u52a1\u7684\u67b6\u6784SOA\uff0c\u91cd\u5851\u667a\u80fd\u9a7e\u9a76\u7cfb\u7edf<\/strong><\/p>\n

SOA\u67b6\u6784\uff1a\u667a\u80fd\u9a7e\u9a76\u573a\u666f\u4e0b\u5feb\u901f\u589e\u957f\u7684\u529f\u80fd\u548c\u5e94\u7528\u9700\u6c42\uff0c\u5bfc\u81f4\u8f6f\u4ef6\u89c4\u6a21\u8fc5\u901f\u589e\u957f\uff0c\u8f66\u7aef\u3001\u8def\u4fa7\u3001\u8fdc\u7aef\u7684\u4e00\u4f53\u5316\u5e26\u6765\u529f\u80fd\u90e8\u7f72\u7684\u591a\u5143\u5316\u3002\u501f \u9274\u516c\u53f8\u6df1\u539a\u7684ITC\u7ecf\u9a8c\uff0cMDC\u8f6f\u4ef6\u5e73\u53f0\u8bbe\u8ba1\u8d70\u5411\u96c6\u4e2d\u5316\u3001\u6807\u51c6\u5316\u3001\u670d\u52a1\u5316\u3002 SOA\u67b6\u6784\u7684\u7279\u5f81\uff1a\u636e\u534e\u4e3a\u4e91\u5b98\u7f51\u8d44\u6599\uff0cSOA\u67b6\u6784\u670d\u52a1\u4ee3\u8868\u4e00\u7ec4\u5355\u4e00\u529f\u80fd\u5355\u5143\u7684\u7ec4\u5408\uff1b\u670d\u52a1\u63d0\u4f9b\u6807\u51c6\u7684\u7684\u901a\u4fe1\u63a5\u53e3\uff1b\u670d\u52a1\u5177\u5907\u72ec\u7acb\u6027\u3001\u9ed1\u76d2\u6027\u3001 \u6a21\u5757\u5316\u7279\u5f81\uff1b\u670d\u52a1\u53ef\u8fdc\u7a0b\u8bbf\u95ee\u3001\u72ec\u7acb\u4fee\u6539\u4e0e\u66f4\u65b0\u4f18\u52bf\uff1b\u62bd\u8c61\u7684\u6807\u51c6\u7684\u670d\u52a1\u603b\u7ebf\uff1b\u52a8\u6001\u8ba2\u9605\u53d1\u5e03\u7684\u670d\u52a1\u6ce8\u518c\u673a\u5236\uff1bSOA\u6709\u5229\u4e8e\u590d\u7528\u3001\u52a8\u6001\u96c6 \u6210\u3001\u7075\u6d3b\u90e8\u7f72\u670d\u52a1\uff0c\u5feb\u901f\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u3002<\/p>\n

\u57fa\u4e8e\u81ea\u7814\u82af\u7247\uff0c\u6607\u817eAI\u4e91\u670d\u52a1\u7b97\u529b\u8fbe2000P FLOPS<\/strong><\/p>\n

\u534e\u4e3a\u5728\u6700\u5e95\u5c42\u6784\u5efa\u4e86\u4ee5\u9cb2\u9e4f\u548c\u6607\u817e\u4e3a\u57fa\u7840\u7684AI\u7b97\u529b\u4e91\u5e73\u53f0\uff0c\u6784\u5efa\u4e86\u6607\u817e\u8ba1\u7b97\u5f15\u64ceCANN\u3001AI\u5f00\u53d1\u6846\u67b6MindSpore\uff0c\u4ee5\u53caAI\u5f00\u53d1\u5e73\u53f0ModelArts \u4e3a\u5927\u6a21\u578b\u5f00\u53d1\u548c\u8fd0\u884c\u63d0\u4f9b\u5206\u5e03\u5f0f\u5e76\u884c\u52a0\u901f\u3001\u7b97\u5b50\u548c\u7f16\u8bd1\u4f18\u5316\u3001\u96c6\u7fa4\u7ea7\u901a\u4fe1\u4f18\u5316\u7b49\u5173\u952e\u80fd\u529b\u3002\u57fa\u4e8e\u534e\u4e3a\u7684AI\u6839\u6280\u672f\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u6548\u80fd\u53ef\u4ee5\u8c03 \u4f18\u5230\u4e1a\u754c\u4e3b\u6d41GPU\u76841.1\u500d\u3002 \u9ad8\u7b97\u529b\uff1a\u5355\u96c6\u7fa4\u63d0\u4f9b2000P FLOPS\u7b97\u529b\uff0c\u5728\u4e4c\u5170\u5bdf\u5e03\u548c\u8d35\u5b89\u540c\u65f6\u4e0a\u7ebf \u3002\u9ad8\u517c\u5bb9\uff1a\u6607\u817e\u4e91\u670d\u52a1\u9664\u4e86\u652f\u6301\u534e\u4e3a\u7684AI\u6846\u67b6\u6607\u601dMindspore\u5916\uff0c\u8fd8\u652f\u6301Pytorch\uff0cTensorflow\u7b49\u4e3b\u6d41AI\u6846\u67b6\u3002\u540c\u65f6\u8fd9\u4e9b\u6846\u67b6\u4e2d\u768490%\u7b97\u5b50\uff0c\u90fd \u53ef\u4ee5\u901a\u8fc7\u534e\u4e3a\u7684\u8fc1\u79fb\u5de5\u5177\u4eceGPU\u5e73\u6ed1\u8fc1\u79fb\u5230\u6607\u817e \u3002\u9ad8\u7a33\u5b9a\u6027\uff1a\u5f02\u817eAI\u4e91\u670d\u52a1\u53ef\u4ee5\u63d0\u4f9b\u66f4\u957f\u7a33\u7684AI\u7b97\u529b\u670d\u52a1\uff0c\u5343\u5361\u8bad\u7ec330\u5929\u957f\u7a33\u7387\u8fbe\u523090%\uff0c\u65ad\u70b9\u6062\u590d\u65f6\u957f\u4e0d\u8d85\u8fc710\u5206\u949f\u3002<\/p>\n

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\u534e\u4e3a\u81ea\u52a8\u9a7e\u9a76\u751f\u6001\u5708<\/h1>\n

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