{"id":26003,"date":"2025-05-23T09:50:25","date_gmt":"2025-05-23T01:50:25","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=26003"},"modified":"2025-05-23T09:50:25","modified_gmt":"2025-05-23T01:50:25","slug":"2025%ef%bc%8c%e8%b0%81%e6%98%af%e8%be%b9%e7%bc%98ai%e8%8a%af%e7%89%87%e6%9e%b6%e6%9e%84%e4%b9%8b%e7%8e%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/05\/23\/26003\/","title":{"rendered":"2025\uff0c\u8c01\u662f\u8fb9\u7f18AI\u82af\u7247\u67b6\u6784\u4e4b\u738b\uff1f"},"content":{"rendered":"<div class=\"summary\"><strong>\u5bfc\u8bfb\uff1a<\/strong>\u5f532025\u5e74\u88ab\u4e1a\u754c\u51a0\u4ee5&#8221;\u8fb9\u7f18\u751f\u6210\u5f0fAI\u5143\u5e74&#8221;\u4e4b\u540d\u65f6\uff0c\u534a\u5bfc\u4f53\u4ea7\u4e1a\u6b63\u7ecf\u5386\u7740\u81ea\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u4ee5\u6765\u6700\u5267\u70c8\u7684\u5e95\u5c42\u67b6\u6784\u53d8\u9769\u3002\u5728\u8fd9\u573a\u7531\u667a\u80fd\u7ec8\u7aef\u8bbe\u5907\u3001\u5de5\u4e1a\u7269\u8054\u7f51\u548c\u5b9e\u65f6\u51b3\u7b56\u9700\u6c42\u5171\u540c\u9a71\u52a8\u7684\u6280\u672f\u9769\u547d\u4e2d\uff0c\u4f20\u7edf\u7b97\u529b\u5206\u914d\u6a21\u5f0f\u906d\u9047\u6839\u672c\u6027\u6311\u6218\u3002IDC\u6570\u636e\u663e\u793a\uff0c\u5168\u7403\u8fb9\u7f18AI\u82af\u7247\u5e02\u573a\u89c4\u6a21\u57282025\u5e74Q1\u540c\u6bd4\u589e\u957f217%\uff0c\u5176\u589e\u957f\u901f\u5ea6\u8fdc\u8d85\u4e91\u7aefAI\u82af\u7247\u5e02\u573a\u3002\u5728\u8fd9\u573a\u53d8\u9769\u4e2d\uff0cGPU\u3001NPU\u3001FPGA\u4e09\u5927\u67b6\u6784\u5448\u73b0\u51fa\u8fe5\u5f02\u7684\u6f14\u5316 &#8230;&#8230;<\/div>\n<p><img data-dominant-color=\"6687a0\" data-has-transparency=\"false\" style=\"--dominant-color: #6687a0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-26005\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/05\/w9qzs2ee_1-300x300-1.png\" width=\"300\" height=\"300\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/05\/w9qzs2ee_1-300x300-1.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/05\/w9qzs2ee_1-300x300-1-150x150.png 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p><strong>\u5f532025\u5e74\u88ab\u4e1a\u754c\u51a0\u4ee5&#8221;\u8fb9\u7f18\u751f\u6210\u5f0fAI\u5143\u5e74&#8221;\u4e4b\u540d\u65f6\uff0c\u534a\u5bfc\u4f53\u4ea7\u4e1a\u6b63\u7ecf\u5386\u7740\u81ea\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u4ee5\u6765\u6700\u5267\u70c8\u7684\u5e95\u5c42\u67b6\u6784\u53d8\u9769\u3002\u5728\u8fd9\u573a\u7531\u667a\u80fd\u7ec8\u7aef\u8bbe\u5907\u3001\u5de5\u4e1a\u7269\u8054\u7f51\u548c\u5b9e\u65f6\u51b3\u7b56\u9700\u6c42\u5171\u540c\u9a71\u52a8\u7684\u6280\u672f\u9769\u547d\u4e2d\uff0c\u4f20\u7edf\u7b97\u529b\u5206\u914d\u6a21\u5f0f\u906d\u9047\u6839\u672c\u6027\u6311\u6218\u3002IDC\u6570\u636e\u663e\u793a\uff0c\u5168\u7403\u8fb9\u7f18AI\u82af\u7247\u5e02\u573a\u89c4\u6a21\u57282025\u5e74Q1\u540c\u6bd4\u589e\u957f217%\uff0c\u5176\u589e\u957f\u901f\u5ea6\u8fdc\u8d85\u4e91\u7aefAI\u82af\u7247\u5e02\u573a\u3002<\/strong>\u5728\u8fd9\u573a\u53d8\u9769\u4e2d\uff0cGPU\u3001NPU\u3001FPGA\u4e09\u5927\u67b6\u6784\u5448\u73b0\u51fa\u8fe5\u5f02\u7684\u6f14\u5316\u8def\u5f84\uff0c\u80cc\u540e\u7684\u6280\u672f\u54f2\u5b66\u5dee\u5f02\u6298\u5c04\u51fa\u534a\u5bfc\u4f53\u4f01\u4e1a\u5bf9\u672a\u6765\u8ba1\u7b97\u8303\u5f0f\u7684\u4e0d\u540c\u5224\u65ad\u3002<\/p>\n<p>01<strong>GPU<\/strong><\/p>\n<p>\u5728\u8fc7\u53bb\u51e0\u5e74\u4ee5\u5927\u6a21\u578b\u4e3a\u6838\u5fc3\u7684AI\u6d6a\u6f6e\u4e2d\uff0c\u901a\u7528GPU\u51ed\u501f\u5176\u5f3a\u5927\u7684\u7a00\u758f\u8ba1\u7b97\u80fd\u529b\u548c\u53ef\u7f16\u7a0b\u6027\u8131\u9896\u800c\u51fa\u3002\u7136\u800c\uff0c\u8fb9\u7f18\u786c\u4ef6\u4e0d\u4ec5\u8981\u5904\u7406\u5355\u4e00\u6a21\u578b\u7684\u63a8\u7406\u4efb\u52a1\uff0c\u8fd8\u9700\u5bf9\u8bbe\u5907\u4e0a\u7684\u6240\u6709\u5206\u652f\u52a0\u901f\u4efb\u52a1\u3001\u7528\u6237\u4ea4\u4e92\u4efb\u52a1\u4ee5\u53ca\u8bbe\u5907\u7ba1\u7406\u4efb\u52a1\u8fdb\u884c\u5904\u7406\u3002\u56e0\u6b64\uff0cAI\u8fb9\u7f18\u8bbe\u8ba1\u9700\u8981\u4ece\u5168\u5c40\u89c6\u89d2\u51fa\u53d1\uff0c\u786e\u4fddAI\u573a\u666f\u80fd\u591f\u4e0e\u5176\u4ed6\u529f\u80fd\u5171\u5b58\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u968f\u7740\u6027\u80fd\u63d0\u5347\u548c\u6676\u4f53\u7ba1\u5bc6\u5ea6\u589e\u52a0\uff0c\u8fd8\u5fc5\u987b\u8fdb\u884c\u70ed\u5206\u914d\u548c\u70ed\u7ba1\u7406\uff0c\u8fd9\u662f\u65b0\u51fa\u73b0\u7684\u5173\u952e\u95ee\u9898\u3002\u5728\u672a\u6765\u7684\u8fb9\u7f18AI\u5e94\u7528\u4e2d\uff0c\u6bcf\u74e6\u7b97\u529b\uff08TOPS\/W\uff09\u5c06\u6bd4\u7edd\u5bf9\u7b97\u529b\uff08TOPS\uff09\u66f4\u4e3a\u91cd\u8981\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u5728\u5927\u6a21\u578b\u5e94\u7528\u4e2d\u5f97\u5230\u9a8c\u8bc1\u7684\u91cd\u8981\u89c4\u5f8b\u662f\uff0cAI\u6a21\u578b\u548c\u7b97\u6cd5\u9886\u57df\u59cb\u7ec8\u5904\u4e8e\u5feb\u901f\u53d8\u5316\u4e0e\u6f14\u8fdb\u4e4b\u4e2d\u3002\u786c\u4ef6\u8bbe\u8ba1\u8005\u9700\u8981\u901a\u8fc7\u63d0\u5347\u52a0\u901f\u5668\u7684\u80fd\u6548\u548c\u53ef\u7f16\u7a0b\u8bbe\u8ba1\u80fd\u529b\uff0c\u786e\u4fdd\u5176\u8bbe\u5907\u80fd\u591f\u6ee1\u8db3\u672a\u6765\u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c\u7ec8\u7aef\/\u8fb9\u7f18\u8bbe\u5907\u53ca\u5e94\u7528\u7684\u591a\u6837\u6027\u4e5f\u662f\u5173\u952e\u56e0\u7d20\u3002\u786c\u4ef6\u8bbe\u8ba1\u4e0d\u4ec5\u8981\u9002\u914d\u5f53\u524d\u6d41\u884c\u7684\u6a21\u578b\u548c\u7279\u5b9a\u5e94\u7528\uff0c\u8fd8\u9700\u652f\u6301\u4e0b\u4e00\u4ee3\u6a21\u578b\u4ee5\u53ca\u5feb\u901f\u53d8\u5316\u7684\u5e94\u7528\u9700\u6c42\u3002\u8fd9\u9700\u8981\u8f6f\u786c\u4ef6\u534f\u540c\u914d\u5408\uff0c\u76ee\u524d\u8f6f\u4ef6\u5185\u5bb9\u5e94\u5177\u5907\u9002\u5e94\u672a\u6765\u53d1\u5c55\u7684\u80fd\u529b\uff0c\u7a81\u7834\u9488\u5bf9\u7279\u5b9a\u6a21\u578b\u6216\u5e94\u7528\u5f00\u53d1\u52a0\u901f\u5668\u7684\u9650\u5236\uff0c\u8fd9\u5bf9\u4e8e\u4ea7\u54c1\u63a8\u51fa\u901f\u5ea6\u66f4\u5feb\u7684\u4e2d\u56fd\u5927\u9646\u7cfb\u7edf\u5382\u5546\u53ca\u5176\u4e3b\u82af\u7247\u4f9b\u5e94\u5546\u800c\u8a00\u6781\u5176\u91cd\u8981\u3002<\/p>\n<p>GPU\u4f5c\u4e3a\u6267\u884c\u5404\u7c7b\u4efb\u52a1\u7684\u4f18\u79c0\u52a0\u901f\u5668\uff0c\u5728\u4e91\u7aefAI\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6027\u80fd\u3001\u53ef\u6269\u5c55\u6027\u548c\u53ef\u7f16\u7a0b\u6027\u3002\u8fd1\u671f\uff0cImagination\u516c\u53f8\u6700\u65b0\u63a8\u51fa\u7684E\u7cfb\u5217GPU IP\uff0c\u901a\u8fc7\u4e24\u5927\u6838\u5fc3\u521b\u65b0\u795e\u7ecf\u6838\uff08Neural Cores\uff09\u548c\u7206\u53d1\u5f0f\u5904\u7406\u5668\uff08Burst Processors\uff09\uff0c\u5c06INT8\/FP8\u7b97\u529b\u6269\u5c55\u81f3200 TOPS\uff0c\u8f83\u524d\u4ee3\u6027\u80fd\u63d0\u5347400%\uff0c\u540c\u65f6\u529f\u8017\u6548\u7387\u63d0\u534735%\u3002<\/p>\n<p>IDC\u7814\u7a76\u603b\u76d1Phil Solis\u8868\u793a\uff1a\u201c\u5404\u7c7b\u8bbe\u5907\u4e0a\u7684 AI \u529f\u80fd\u6b63\u5728\u8fc5\u901f\u6f14\u8fdb\uff0c\u4f46AI\u7cfb\u7edf\u8bbe\u8ba1\u8005\u4f9d\u7136\u9762\u4e34\u6027\u80fd\u3001\u6548\u7387\u4e0e\u7075\u6d3b\u6027\u7684\u591a\u91cd\u6311\u6218\u3002Imagination\u51ed\u501f\u5176\u957f\u671f\u6df1\u8015\u4f4e\u529f\u8017 GPU \u7684\u7ecf\u9a8c\uff0c\u6210\u529f\u5b9e\u73b0\u4e86GPU\u67b6\u6784\u5bf9\u56fe\u5f62\u4e0eAI\u7684\u7075\u6d3b\u652f\u6301\u3002E-Series \u7ed3\u5408\u4e86 GPU \u7684\u53ef\u7f16\u7a0b\u6027\u4e0e AI \u6027\u80fd\u7684\u98de\u8dc3\uff0c\u4e3a\u8fb9\u7f18\u667a\u80fd\uff08Edge AI\uff09\u7cfb\u7edf\u5f00\u53d1\u8005\u5e26\u6765\u4e86\u6781\u5177\u5438\u5f15\u529b\u7684\u89e3\u51b3\u65b9\u6848\u3002\u201d<\/p>\n<p>02<strong>NPU<\/strong><\/p>\n<p>\u968f\u7740AI\u5e94\u7528\u52a0\u901f\u4ece\u4e91\u7aef\u5411\u8fb9\u7f18\u5ef6\u4f38\uff0cCPU\u3001GPU\u7b49\u4f20\u7edf\u5904\u7406\u5668\u9010\u6e10\u66b4\u9732\u51fa\u5728\u529f\u8017\u3001\u5ef6\u8fdf\u53ca\u8d44\u6e90\u5229\u7528\u4e0a\u7684\u5c40\u9650\u6027\u3002\u4e13\u4e3a\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u800c\u751f\u7684\u795e\u7ecf\u5904\u7406\u5355\u5143\uff08NPU\uff0c\u5728\u8fb9\u7f18\u8ba1\u7b97\u9886\u57df\u7684\u4ef7\u503c\u65e5\u76ca\u51f8\u663e\u3002NPU\u6df1\u5ea6\u805a\u7126AI\u6a21\u578b\u63a8\u7406\u9636\u6bb5\u7684\u52a0\u901f\u4f18\u5316\uff0c\u533a\u522b\u4e8e\u901a\u7528\u578bCPU\u548c\u517c\u987e\u591a\u4efb\u52a1\u5904\u7406\u7684GPU\uff0c\u5b83\u901a\u8fc7\u6d88\u9664\u5197\u4f59\u5904\u7406\u73af\u8282\uff0c\u663e\u8457\u63d0\u5347AI\u4efb\u52a1\u7684\u6267\u884c\u6548\u7387\uff0c\u5728\u5bf9\u8c61\u68c0\u6d4b\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u5f02\u5e38\u76d1\u63a7\u7b49\u5b9e\u65f6\u6027\u8981\u6c42\u6781\u9ad8\u7684\u5e94\u7528\u573a\u666f\u4e2d\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002<\/p>\n<p>\u540c\u65f6\uff0cNPU\u5728\u529f\u7387\u4e0e\u6027\u80fd\u7684\u5e73\u8861\u4e0a\u5c55\u73b0\u51fa\u72ec\u7279\u4f18\u52bf\uff0c\u80fd\u591f\u4ee5\u8f83\u4f4e\u529f\u8017\u5b9e\u73b0\u9ad8\u6027\u80fdAI\u8fd0\u7b97\uff0c\u8fd9\u79cd\u7279\u6027\u4f7f\u5176\u7279\u522b\u9002\u914d\u4e8e\u6563\u70ed\u6761\u4ef6\u6709\u9650\u3001\u80fd\u8017\u7ba1\u63a7\u4e25\u683c\u6216\u7a7a\u95f4\u7d27\u51d1\u7684\u8fb9\u7f18\u8bbe\u5907\uff0c\u5305\u62ec\u65e0\u98ce\u6247\u8ba1\u7b97\u673a\u3001\u5d4c\u5165\u5f0f\u7269\u8054\u7f51\u7cfb\u7edf\u4ee5\u53ca\u5de5\u4e1a\u81ea\u52a8\u5316\u63a7\u5236\u5668\u7b49\u3002<\/p>\n<p>\u6b64\u5916\uff0cNPU\u8ba9\u8bbe\u5907\u7aef\u672c\u5730AI\u5904\u7406\u6210\u4e3a\u53ef\u80fd\uff0c\u6709\u6548\u964d\u4f4e\u4e86\u5bf9\u4e91\u7aef\u7b97\u529b\u7684\u4f9d\u8d56\uff0c\u5927\u5e45\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\uff0c\u540c\u65f6\u5f3a\u5316\u4e86\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u3002\u51ed\u501f\u5e76\u884c\u8ba1\u7b97\u67b6\u6784\u4e0e\u5c0f\u578b\u5316\u8bbe\u8ba1\uff0cNPU\u5f97\u4ee5\u7075\u6d3b\u90e8\u7f72\u4e8e\u667a\u6167\u57ce\u5e02\u3001\u667a\u80fd\u76d1\u63a7\u3001\u79fb\u52a8\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u591a\u6837\u5316\u573a\u666f\uff0c\u4e3a\u8fb9\u7f18\u667a\u80fd\u7684\u89c4\u6a21\u5316\u843d\u5730\u4e0e\u6301\u7eed\u62d3\u5c55\u63d0\u4f9b\u6838\u5fc3\u9a71\u52a8\u529b\u3002<\/p>\n<p>NPU\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u80fd\u6548\u6bd4\u4e0e\u4efb\u52a1\u4e13\u4e00\u6027\u3002\u4f8b\u5982\uff0cNXP\u7684i.MX 95\u7cfb\u5217\u5904\u7406\u5668\u96c6\u6210eIQ Neutron NPU\uff0c\u7b97\u529b2 TOPS\uff0c\u5728\u56fe\u50cf\u8bc6\u522b\u4efb\u52a1\u4e2d\u8f83\u524d\u4ee3\u901f\u5ea6\u63d0\u5347\u56db\u500d\uff0c\u540c\u65f6\u529f\u8017\u964d\u4f4e30%16\u3002\u8fd9\u79cd\u7279\u6027\u4f7f\u5176\u5728\u667a\u80fd\u5b89\u9632\u3001\u533b\u7597\u8bbe\u5907\u7b49\u5bf9\u5b9e\u65f6\u6027\u8981\u6c42\u82db\u523b\u7684\u573a\u666f\u4e2d\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\u3002<\/p>\n<p>03<strong>FPGA<\/strong><\/p>\n<p>FPGA\u4ee5\u5176\u53ef\u91cd\u6784\u7279\u6027\uff0c\u5728\u8fb9\u7f18AI\u4e2d\u626e\u6f14\u4e86\u72ec\u7279\u89d2\u8272\u30022025\u5e744\u6708\uff0c\u82f1\u7279\u5c14\u65d7\u4e0bAltera\u72ec\u7acb\u540e\uff0c\u5ba3\u5e03\u5c06\u91cd\u70b9\u5e03\u5c40\u8fb9\u7f18AI\u63a8\u7406\u5e02\u573a\u3002FPGA\u7684\u5e76\u884c\u5904\u7406\u80fd\u529b\u4e0e\u4f4e\u5ef6\u8fdf\u7279\u6027\uff0c\u4f7f\u5176\u9002\u5408\u9700\u8981\u5feb\u901f\u8fed\u4ee3\u7b97\u6cd5\u7684\u573a\u666f\u3002<\/p>\n<p>\u5e76\u884c\u5904\u7406\u662fFPGA \u4e0e GPU \u7684\u5171\u540c\u4f18\u52bf\uff0c\u4f46 FPGA \u80fd\u5728\u66f4\u7ec6\u7c92\u5ea6\u903b\u8f91\u5355\u5143\u7ea7\u522b\u5e76\u884c\u8ba1\u7b97\u3002\u5bf9\u4e8e 8K \u89c6\u9891\u8fd9\u7c7b\u6570\u636e\u91cf\u5de8\u5927\u7684\u5904\u7406\u4efb\u52a1\uff0cCPU \u6307\u4ee4\u4e32\u884c\u5904\u7406\u96be\u4ee5\u80dc\u4efb\uff0cGPU \u591a\u6838\u6e32\u67d3\u4e5f\u5b58\u5728\u5c40\u9650\uff0c\u800c FPGA \u53ef\u5c06\u89c6\u9891\u6d41\u7a0b\u5206\u9636\u6bb5\u5904\u7406\uff0c\u5b9e\u73b0\u50cf\u7d20\u7ea7\u5e76\u884c\u3002\u5982\u8bfa\u4e9a\u661f\u4e91 MX2000 pro \u663e\u793a\u63a7\u5236\u5668\u91c7\u7528 AMD \u7684 FPGA\uff0c\u5b9e\u73b0\u5355\u53f0\u8bbe\u5907\u5e26\u8f7d 88K \u8d85\u5927\u5c4f\uff0c\u6ee1\u8db3\u7535\u5f71\u865a\u62df\u62cd\u6444\u4e2d\u9ad8\u6e05 LED \u663e\u793a\u63a7\u5236\u3001\u500d\u9891\u63d2\u5e27\u7b49\u6280\u672f\u9700\u6c42\u3002<\/p>\n<p>\u6b64\u5916\uff0cFPGA \u80fd\u591f\u901a\u8fc7\u786c\u4ef6\u5b9e\u73b0\u7279\u5b9a\u7b97\u6cd5\uff0c\u7ed5\u8fc7\u4f20\u7edfCPU\u3001GPU \u7684\u8f6f\u4ef6\u5806\u6808\u74f6\u9888\uff0c\u5b9e\u73b0\u8d85\u4f4e\u5ef6\u65f6\u3002\u4ee5\u989c\u8272\u7a7a\u95f4\u8f6c\u6362\u4e3a\u4f8b\uff0cFPGA \u5904\u7406\u5ef6\u65f6\u4ec5\u4e3a CPU\u3001GPU \u7684 1\/100\u3002\u6b64\u5916\uff0cFPGA \u56fa\u5b9a\u7684\u7535\u8def\u7ed3\u6784\u4fdd\u8bc1\u786e\u5b9a\u6027\u5ef6\u8fdf\uff0c\u800c CPU\u3001GPU \u56e0\u7cfb\u7edf\u8c03\u5ea6\u5b58\u5728\u5ef6\u8fdf\u6296\u52a8\u3002\u5728\u533b\u7597 8K \u5185\u955c\u89c6\u9891\u5904\u7406\u3001\u9ad8\u9891\u4ea4\u6613\u7b49\u5bf9\u5ef6\u8fdf\u8981\u6c42\u4e25\u82db\u7684\u573a\u666f\u4e2d\uff0cFPGA \u4f18\u52bf\u663e\u8457\u3002<\/p>\n<p>\u5f53\u524dFPGA \u5f00\u53d1\u95e8\u69db\u964d\u4f4e\uff0c\u5382\u5546\u63d0\u4f9b\u4e13\u4e1a IP \u6a21\u5757\u4e0e\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\uff0c\u9ad8\u5c42\u7efc\u5408\u7b49\u5f00\u53d1\u65b9\u6cd5\u4e5f\u9002\u7528\u4e8e\u97f3\u89c6\u9891\u5904\u7406\u3002\u6b64\u5916\uff0cFPGA \u751f\u547d\u5468\u671f\u957f\uff0c\u6ee1\u8db3\u4e13\u4e1a\u97f3\u89c6\u9891\u8bbe\u5907\u957f\u670d\u5f79\u9700\u6c42\uff0c\u5b9e\u73b0 \u201c\u4e00\u6b21\u5f00\u53d1\u7ec8\u8eab\u53ef\u7528\u201d\uff0c\u76f8\u6bd4\u4f9d\u8d56\u7b97\u529b\u6301\u7eed\u5347\u7ea7\u7684 GPU\uff0c\u5728\u8be5\u9886\u57df\u66f4\u5177\u5e94\u7528\u4ef7\u503c\u3002<\/p>\n<p>04<strong>\u5382\u5546\u5e03\u5c40<\/strong><\/p>\n<p>\u5404\u5927\u5382\u5546\u57fa\u4e8e\u81ea\u8eab\u6280\u672f\u4f18\u52bf\u548c\u5e02\u573a\u5b9a\u4f4d\uff0c\u5728\u4e0d\u540c\u6280\u672f\u8def\u7ebf\u4e0a\u5c55\u5f00\u5e03\u5c40\u3002<\/p>\n<p>\u5728NPU\u9635\u8425\uff0c\u610f\u6cd5\u534a\u5bfc\u4f53\u3001\u745e\u8428\u3001\u534e\u4e3a\u817e\u7b49\u5382\u5546\u901a\u8fc7\u201cMCU+NPU\u201d\u7684\u7ec4\u5408\u7b56\u7565\uff0c\u5168\u529b\u62a2\u5360IoT\u5e02\u573a\u4efd\u989d\u3002\u8fd9\u79cd\u5c06\u5fae\u63a7\u5236\u5355\u5143\u4e0e\u795e\u7ecf\u5904\u7406\u5355\u5143\u76f8\u7ed3\u5408\u7684\u65b9\u6848\uff0c\u65e2\u80fd\u53d1\u6325MCU\u5728\u63a7\u5236\u548c\u7ba1\u7406\u65b9\u9762\u7684\u6210\u719f\u4f18\u52bf\uff0c\u53c8\u501f\u52a9NPU\u5f3a\u5927\u7684AI\u8fd0\u7b97\u80fd\u529b\uff0c\u6ee1\u8db3IoT\u8bbe\u5907\u5bf9\u4f4e\u529f\u8017\u3001\u5b9e\u65f6\u6027AI\u5904\u7406\u7684\u9700\u6c42\u3002\u5168\u5fd7\u79d1\u6280\u63a8\u51fa\u7684V821\u82af\u7247\u5df2\u5b9e\u73b0\u91cf\u4ea7\uff0c\u5e76\u6210\u529f\u642d\u8f7d\u4e8e\u9886\u4e3a\u521b\u65b0AI\u773c\u955c\uff0c\u4e3a\u667a\u80fd\u7a7f\u6234\u8bbe\u5907\u7684AI\u5e94\u7528\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u6301\uff0c\u5c55\u73b0\u51faNPU\u5728\u7ec8\u7aef\u8bbe\u5907\u4e0a\u7684\u5e7f\u6cdb\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n<p>GPU\u9635\u8425\u4e2d\uff0c\u66fe\u88ab\u82f9\u679c\u5f03\u7528\u7684Imagination\u6b63\u51ed\u501f\u201cAI+\u56fe\u5f62\u201d\u7684\u878d\u5408\u67b6\u6784\u8c0b\u6c42\u65b0\u7a81\u7834\u3002\u5176E\u7cfb\u5217GPU IP\u5177\u5907\u5f3a\u5927\u7684\u5e76\u884c\u5904\u7406\u80fd\u529b\uff0c\u652f\u630116\u4e2a\u865a\u62df\u673a\u5b9e\u4f8b\u5e76\u884c\u8fd0\u884c\uff0c\u8fd9\u4e00\u7279\u6027\u4f7f\u5176\u80fd\u591f\u5b8c\u7f8e\u9002\u914d\u8f66\u8f7d\u5ea7\u8231\u591a\u5c4f\u4ea4\u4e92\u4e0eADAS\u76d1\u63a7\u7b49\u590d\u6742\u573a\u666f\uff0c\u4e3a\u6c7d\u8f66\u667a\u80fd\u5316\u5347\u7ea7\u63d0\u4f9b\u9ad8\u6548\u7684\u56fe\u5f62\u4e0eAI\u5904\u7406\u89e3\u51b3\u65b9\u6848\u3002\u800c\u884c\u4e1a\u5de8\u5934\u82f1\u4f1f\u8fbe\u5219\u4f9d\u6258Jetson\u7cfb\u5217\u4ea7\u54c1\uff0c\u6df1\u5ea6\u6e17\u900f\u673a\u5668\u4eba\u89c6\u89c9\u9886\u57df\u3002Jetson\u5e73\u53f0\u4ee5\u5176\u9ad8\u6027\u80fd\u3001\u4f4e\u529f\u8017\u7684\u7279\u70b9\uff0c\u6210\u4e3a\u4f17\u591a\u673a\u5668\u4eba\u5f00\u53d1\u8005\u7684\u9996\u9009\uff0c\u52a9\u529b\u673a\u5668\u4eba\u5728\u590d\u6742\u73af\u5883\u4e2d\u5b9e\u73b0\u7cbe\u51c6\u7684\u89c6\u89c9\u8bc6\u522b\u4e0e\u51b3\u7b56\u3002<\/p>\n<p>\u5728FPGA\u9635\u8425\uff0cAltera\u805a\u7126\u6570\u636e\u4e2d\u5fc3\u4e0e\u8fb9\u7f18\u63a8\u7406\u5e02\u573a\uff0c\u5145\u5206\u53d1\u6325FPGA\u53ef\u7f16\u7a0b\u3001\u7075\u6d3b\u9ad8\u6548\u7684\u7279\u6027\uff0c\u4e3a\u6570\u636e\u5904\u7406\u548cAI\u63a8\u7406\u63d0\u4f9b\u5b9a\u5236\u5316\u89e3\u51b3\u65b9\u6848\uff0c\u6ee1\u8db3\u6570\u636e\u4e2d\u5fc3\u5bf9\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u5904\u7406\u7684\u9700\u6c42\uff0c\u4ee5\u53ca\u8fb9\u7f18\u8bbe\u5907\u5728\u590d\u6742\u573a\u666f\u4e0b\u7684\u5b9e\u65f6\u63a8\u7406\u8981\u6c42\u3002Lattice\u5219\u51ed\u501f\u4f4e\u529f\u8017FPGA\u4ea7\u54c1\uff0c\u6210\u529f\u6253\u5165\u667a\u80fd\u6444\u50cf\u5934\u4e0e\u4f20\u611f\u5668\u5e02\u573a\u3002\u5728\u8fd9\u4e9b\u5bf9\u529f\u8017\u548c\u4f53\u79ef\u8981\u6c42\u4e25\u82db\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0cLattice\u7684\u4f4e\u529f\u8017FPGA\u65e2\u80fd\u4fdd\u8bc1\u8bbe\u5907\u957f\u65f6\u95f4\u7a33\u5b9a\u8fd0\u884c\uff0c\u53c8\u80fd\u6ee1\u8db3\u5b9e\u65f6\u6570\u636e\u5904\u7406\u548cAI\u5206\u6790\u7684\u9700\u6c42\uff0c\u4e3a\u667a\u80fd\u5b89\u9632\u3001\u73af\u5883\u76d1\u6d4b\u7b49\u9886\u57df\u7684\u8bbe\u5907\u667a\u80fd\u5316\u5347\u7ea7\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u6280\u672f\u652f\u6491\u3002<\/p>\n<p>05<strong>\u5e76\u8d2d\u6f6e\u8d77<\/strong><\/p>\n<p>\u9664\u4e86\u51ed\u501f\u81ea\u8eab\u7814\u53d1\u529b\u91cf\u62d3\u5c55\u6280\u672f\u7248\u56fe\u5916\uff0c\u5404\u5927\u5382\u5546\u4e5f\u7eb7\u7eb7\u901a\u8fc7\u5e76\u8d2d\u6574\u5408\u8d44\u6e90\u3001\u5f3a\u5316\u4f18\u52bf\uff0c\u4ee5\u5728\u5feb\u901f\u53d8\u5316\u7684\u5e02\u573a\u4e2d\u62a2\u5360\u5148\u673a\u3002<\/p>\n<p><strong>\u610f\u6cd5\u534a\u5bfc\u4f53\uff08ST\uff09\u6536\u8d2d AI \u8f6f\u4ef6\u516c\u53f8 DeepLite\uff0c<\/strong>\u65e8\u5728\u6df1\u5316\u81ea\u8eab\u5728AI \u7b97\u6cd5\u4f18\u5316\u9886\u57df\u7684\u5b9e\u529b\u3002DeepLite \u7684\u6838\u5fc3\u6280\u672f\u80fd\u591f\u5c06 AI \u6a21\u578b\u538b\u7f29\u81f3\u6781\u81f4\uff0c\u4f7f\u590d\u6742\u7684 AI \u7b97\u6cd5\u5728\u4f4e\u529f\u8017\u8bbe\u5907\u4e0a\u9ad8\u6548\u8fd0\u884c\u3002\u6b64\u6b21\u6536\u8d2d\u5b8c\u6210\u540e\uff0c\u610f\u6cd5\u534a\u5bfc\u4f53\u53ef\u4ee5\u5c06 DeepLite \u7684\u6280\u672f\u6df1\u5ea6\u878d\u5165\u5176 \u201cMCU+NPU\u201d \u4ea7\u54c1\u4f53\u7cfb\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u5728 IoT \u5e02\u573a\u7684\u4f18\u52bf\u5730\u4f4d\uff0c\u4e3a\u667a\u80fd\u5bb6\u7535\u3001\u53ef\u7a7f\u6234\u8bbe\u5907\u7b49\u7ec8\u7aef\u4ea7\u54c1\u63d0\u4f9b\u66f4\u5177\u7ade\u4e89\u529b\u7684 AI \u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p><strong>\u9ad8\u901a\u5ba3\u5e03\u6536\u8d2d\u8fb9\u7f18AI \u5f00\u53d1\u5e73\u53f0 Edge Impulse\uff0c<\/strong>\u662f\u5176\u5b8c\u5584\u8fb9\u7f18\u8ba1\u7b97\u751f\u6001\u7684\u91cd\u8981\u4e3e\u63aa\u3002Edge Impulse \u5e73\u53f0\u4e13\u6ce8\u4e8e\u7b80\u5316\u8fb9\u7f18\u8bbe\u5907\u4e0a\u7684 AI \u5f00\u53d1\u6d41\u7a0b\uff0c\u652f\u6301\u5f00\u53d1\u8005\u5feb\u901f\u521b\u5efa\u3001\u8bad\u7ec3\u548c\u90e8\u7f72 AI \u6a21\u578b\u3002\u9ad8\u901a\u901a\u8fc7\u6b64\u6b21\u6536\u8d2d\uff0c\u80fd\u591f\u5c06 Edge Impulse \u7684\u5f00\u53d1\u5de5\u5177\u4e0e\u81ea\u8eab\u7684\u82af\u7247\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u964d\u4f4e\u8fb9\u7f18 AI \u5e94\u7528\u7684\u5f00\u53d1\u95e8\u69db\uff0c\u5438\u5f15\u66f4\u591a\u5f00\u53d1\u8005\u57fa\u4e8e\u9ad8\u901a\u82af\u7247\u8fdb\u884c\u521b\u65b0\uff0c\u52a0\u901f AI \u6280\u672f\u5728\u667a\u80fd\u5bb6\u5c45\u3001\u5de5\u4e1a\u7269\u8054\u7f51\u7b49\u9886\u57df\u7684\u843d\u5730\u5e94\u7528\u3002<\/p>\n<p><strong>\u6069\u667a\u6d66\uff08NXP\uff09\u6536\u8d2d AI \u82af\u7247\u521d\u521b\u516c\u53f8 Kinara\uff0c<\/strong>\u5219\u805a\u7126\u4e8e\u5f3a\u5316\u5176\u5728\u9ad8\u6027\u80fdAI \u63a8\u7406\u9886\u57df\u7684\u80fd\u529b\u3002Kinara \u5f00\u53d1\u7684 AI \u5904\u7406\u5668\u4ee5\u9ad8\u6548\u80fd\u548c\u4f4e\u529f\u8017\u8457\u79f0\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u667a\u80fd\u6c7d\u8f66\u3001\u5de5\u4e1a\u81ea\u52a8\u5316\u7b49\u5bf9\u5b9e\u65f6\u6027\u8981\u6c42\u6781\u9ad8\u7684\u573a\u666f\u3002\u6b64\u6b21\u6536\u8d2d\u540e\uff0c\u6069\u667a\u6d66\u5c06 Kinara \u7684\u6280\u672f\u6574\u5408\u5230\u81ea\u8eab\u4ea7\u54c1\u7ebf\u4e2d\uff0c\u80fd\u591f\u4e3a\u6c7d\u8f66\u5236\u9020\u5546\u548c\u5de5\u4e1a\u5ba2\u6237\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684 AI \u5904\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u5176\u5728\u6c7d\u8f66\u534a\u5bfc\u4f53\u548c\u5de5\u4e1a\u63a7\u5236\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\u3002<\/p>\n<p>06<strong>\u7ed3\u5c3e<\/strong><\/p>\n<p>\u5728\u8fd9\u573a\u7531\u8fb9\u7f18\u751f\u6210\u5f0fAI\u6380\u8d77\u7684\u6280\u672f\u6d6a\u6f6e\u4e2d\uff0c\u534a\u5bfc\u4f53\u4ea7\u4e1a\u6b63\u7ecf\u5386\u7740\u4e00\u573a\u6df1\u523b\u800c\u5e7f\u6cdb\u7684\u53d8\u9769\u3002\u4eceGPU\u7684\u7075\u6d3b\u901a\u7528\uff0c\u5230NPU\u7684\u9ad8\u6548\u4e13\u4e00\uff0c\u518d\u5230FPGA\u7684\u53ef\u91cd\u6784\u6027\uff0c\u4e0d\u540c\u67b6\u6784\u5728\u5404\u81ea\u64c5\u957f\u7684\u9886\u57df\u91cc\u5f00\u7586\u62d3\u571f\uff0c\u4e5f\u6620\u5c04\u51fa\u884c\u4e1a\u5bf9\u672a\u6765\u8ba1\u7b97\u5f62\u6001\u7684\u591a\u5143\u63a2\u7d22\u3002<\/p>\n<p>\u6280\u672f\u7684\u6f14\u8fdb\u4ece\u6765\u4e0d\u662f\u5355\u4e00\u7ebf\u6027\u7684\u66ff\u4ee3\u8fc7\u7a0b\uff0c\u800c\u662f\u5728\u4e0d\u65ad\u9002\u5e94\u573a\u666f\u3001\u89e3\u51b3\u95ee\u9898\u7684\u8fc7\u7a0b\u4e2d\u5bfb\u627e\u6700\u4f18\u89e3\u3002\u9762\u5bf9\u788e\u7247\u5316\u4e14\u5feb\u901f\u53d8\u5316\u7684\u8fb9\u7f18AI\u5e94\u7528\u573a\u666f\uff0c\u5355\u4e00\u67b6\u6784\u96be\u4ee5\u5305\u6253\u5929\u4e0b\uff0c\u771f\u6b63\u7684\u7ade\u4e89\u529b\u5728\u4e8e\u5982\u4f55\u7ed3\u5408\u8f6f\u786c\u4ef6\u4f18\u52bf\uff0c\u6784\u5efa\u66f4\u9ad8\u6548\u3001\u66f4\u7075\u6d3b\u3001\u66f4\u5177\u5ef6\u5c55\u6027\u7684\u7cfb\u7edf\u65b9\u6848\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u5382\u5546\u4eec\u4e5f\u5728\u901a\u8fc7\u5e76\u8d2d\u52a0\u901f\u8865\u8db3\u77ed\u677f\uff0c\u5f3a\u5316\u751f\u6001\u5e03\u5c40\u3002\u8fd9\u79cd\u201c\u5185\u751f+\u5916\u5ef6\u201d\u5e76\u91cd\u7684\u53d1\u5c55\u7b56\u7565\uff0c\u4e0d\u4ec5\u52a0\u5feb\u4e86\u4ea7\u54c1\u8fed\u4ee3\u7684\u901f\u5ea6\uff0c\u4e5f\u4e3a\u6574\u4e2a\u4ea7\u4e1a\u94fe\u6ce8\u5165\u4e86\u66f4\u591a\u534f\u540c\u521b\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>\u7ad9\u57282025\u5e74\u8fd9\u4e2a\u88ab\u79f0\u4f5c\u201c\u8fb9\u7f18\u751f\u6210\u5f0fAI\u5143\u5e74\u201d\u7684\u8282\u70b9\u56de\u671b\uff0c\u6211\u4eec\u4f1a\u53d1\u73b0\uff0c\u8fd9\u573a\u53d8\u9769\u624d\u521a\u521a\u5f00\u59cb\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_26003\" class=\"pvc_stats total_only  \" data-element-id=\"26003\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bfb\uff1a\u5f532025\u5e74\u88ab\u4e1a\u754c\u51a0\u4ee5&#8221;\u8fb9\u7f18\u751f\u6210\u5f0fAI\u5143\u5e74&#8221;\u4e4b\u540d\u65f6\uff0c\u534a\u5bfc\u4f53\u4ea7\u4e1a\u6b63\u7ecf\u5386\u7740\u81ea\u79fb\u52a8\u4e92\u8054 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_26003\" class=\"pvc_stats total_only  \" data-element-id=\"26003\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":56,"featured_media":26005,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,23,20,80],"tags":[1708],"class_list":["post-26003","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-23","category-20","category-80","tag-2025ai"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/26003","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=26003"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/26003\/revisions"}],"predecessor-version":[{"id":26006,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/26003\/revisions\/26006"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/26005"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=26003"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=26003"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=26003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}