{"id":5077,"date":"2024-11-15T10:11:31","date_gmt":"2024-11-15T02:11:31","guid":{"rendered":"https:\/\/www.talktop.cn\/?p=5077"},"modified":"2024-11-15T10:11:33","modified_gmt":"2024-11-15T02:11:33","slug":"ai%e7%ae%97%e5%8a%9b%e8%8a%af%e7%89%87%e6%8e%92%e5%90%8d%e5%8f%8a%e5%9b%bd%e5%86%85%e4%ba%91%e7%ae%97%e5%8a%9b%e5%b9%b3%e5%8f%b0%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.talktop.cn\/?p=5077","title":{"rendered":"AI\u7b97\u529b\u82af\u7247\u6392\u540d\u53ca\u56fd\u5185\u4e91\u7b97\u529b\u5e73\u53f0"},"content":{"rendered":"\n<p>AI\u7b97\u529b\u82af\u7247\u4f5c\u4e3aAI\u5e94\u7528\u5b9e\u73b0\u7684\u91cd\u8981\u57fa\u7840\u8bbe\u65bd\uff0c\u626e\u6f14\u7740\u8d8a\u6765\u8d8a\u5173\u952e\u7684\u89d2\u8272\u3002\u7b80\u5355\u6765\u8bf4\uff0cAI\u7b97\u529b\u82af\u7247\u662f\u4e13\u95e8\u4e3aAI\u4efb\u52a1\uff08\u5982\u6df1\u5ea6\u5b66\u4e60\u3001\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u7b49\uff09\u8bbe\u8ba1\u7684\u9ad8\u6027\u80fd\u5904\u7406\u5668\u3002\u8fd9\u4e9b\u82af\u7247\u901a\u5e38\u901a\u8fc7\u5e76\u884c\u5904\u7406\u3001\u4f18\u5316\u8ba1\u7b97\u67b6\u6784\u6765\u63d0\u4f9b\u8d85\u5f3a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u5c24\u5176\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u9636\u6bb5\uff0cAI\u7b97\u529b\u82af\u7247\u80fd\u591f\u6781\u5927\u63d0\u5347AI\u7b97\u6cd5\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n\n\n\n<p>AI\u7b97\u529b\u82af\u7247\u4e0e\u4f20\u7edf\u7684\u901a\u7528\u5904\u7406\u5668\uff08\u5982CPU\uff09\u76f8\u6bd4\uff0c\u62e5\u6709\u66f4\u9ad8\u7684\u8ba1\u7b97\u5bc6\u5ea6\u548c\u66f4\u4f4e\u7684\u80fd\u8017\uff0c\u80fd\u591f\u5728\u590d\u6742\u7684AI\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff08DNN\uff09\u8bad\u7ec3\u6240\u9700\u7684\u5927\u91cf\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u548c\u6d6e\u70b9\u6570\u8ba1\u7b97\uff0cAI\u82af\u7247\u80fd\u591f\u9ad8\u6548\u5730\u5904\u7406\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/www.talktop.cn\/wp-content\/uploads\/2024\/11\/image-77-1024x618.png\" alt=\"AI\u7b97\u529b\u82af\u7247\" class=\"wp-image-5078\" style=\"width:507px\" srcset=\"https:\/\/www.talktop.cn\/wp-content\/uploads\/2024\/11\/image-77-1024x618.png 1024w, https:\/\/www.talktop.cn\/wp-content\/uploads\/2024\/11\/image-77-300x181.png 300w, https:\/\/www.talktop.cn\/wp-content\/uploads\/2024\/11\/image-77-768x463.png 768w, https:\/\/www.talktop.cn\/wp-content\/uploads\/2024\/11\/image-77.png 1031w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e00\u3001AI\u7b97\u529b\u82af\u7247\u4e0eAI\u6a21\u578b\u7684\u5173\u7cfb<\/h5>\n\n\n\n<p>AI\u7b97\u529b\u82af\u7247\u4e0eAI\u6a21\u578b\u4e4b\u95f4\u5b58\u5728\u5bc6\u4e0d\u53ef\u5206\u7684\u5173\u7cfb\u3002AI\u6a21\u578b\u901a\u5e38\u662f\u7531\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u5c42\u6b21\u548c\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u6784\u6210\uff0c\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u9636\u6bb5\u9700\u8981\u5de8\u5927\u7684\u8ba1\u7b97\u8d44\u6e90\u652f\u6301\u3002AI\u7b97\u529b\u82af\u7247\u5219\u901a\u8fc7\u5176\u4e13\u95e8\u4f18\u5316\u7684\u786c\u4ef6\u67b6\u6784\uff0c\u63d0\u4f9b\u5145\u8db3\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u4ee5\u52a0\u901fAI\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8bad\u7ec3\u9636\u6bb5<\/strong>\uff1aAI\u6a21\u578b\u8bad\u7ec3\u9700\u8981\u5927\u91cf\u7684\u6570\u636e\u8f93\u5165\u4e0e\u8ba1\u7b97\u8fc7\u7a0b\uff0c\u5c24\u5176\u662f\u5728\u6df1\u5ea6\u5b66\u4e60\u4e2d\uff0c\u8bad\u7ec3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u9700\u8981\u51e0\u5343\u3001\u51e0\u4e07\u6b21\u8fed\u4ee3\u3002\u6b64\u65f6\uff0cAI\u7b97\u529b\u82af\u7247\u7684\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u8bad\u7ec3\u901f\u5ea6\uff0c\u7f29\u77ed\u6a21\u578b\u8bad\u7ec3\u65f6\u95f4\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u9636\u6bb5<\/strong>\uff1a\u63a8\u7406\u9636\u6bb5\u901a\u5e38\u6307\u6a21\u578b\u7684\u5e94\u7528\u548c\u90e8\u7f72\u9636\u6bb5\u3002\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0cAI\u82af\u7247\u4e5f\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\uff0c\u901a\u8fc7\u9ad8\u6548\u7684\u63a8\u7406\u8ba1\u7b97\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u5feb\u901f\u3001\u7cbe\u51c6\u7684\u9884\u6d4b\u7ed3\u679c\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u56e0\u6b64\uff0cAI\u7b97\u529b\u82af\u7247\u4e0eAI\u6a21\u578b\u4e4b\u95f4\u7684\u534f\u4f5c\u5bc6\u5207\uff0c\u9009\u62e9\u5408\u9002\u7684AI\u82af\u7247\u5bf9\u4e8e\u6a21\u578b\u7684\u6027\u80fd\u548c\u6548\u7387\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e8c\u3001AI\u7b97\u529b\u82af\u7247\u6392\u540d\u4e0e\u5173\u952e\u53c2\u6570\u5206\u6790<\/h5>\n\n\n\n<p>\u5f53\u524d\u5e02\u573a\u4e0a\u7684AI\u7b97\u529b\u82af\u7247\u79cd\u7c7b\u7e41\u591a\uff0c\u4e3b\u8981\u53ef\u4ee5\u5206\u4e3aGPU\u3001TPU\u3001FPGA\u548cASIC\u7b49\u7c7b\u578b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4e3b\u6d41AI\u7b97\u529b\u82af\u7247\u7684\u6392\u540d\u548c\u5173\u952e\u53c2\u6570\u5206\u6790\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>NVIDIA A100 Tensor Core GPU<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5173\u952e\u53c2\u6570<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u67b6\u6784\uff1aAmpere<\/li>\n\n\n\n<li>GPU\u5185\u5b58\uff1a40 GB HBM2<\/li>\n\n\n\n<li>FP16\u6027\u80fd\uff1a312 teraflops<\/li>\n\n\n\n<li>Tensor\u6838\u5fc3\uff1a\u652f\u6301\u9ad8\u6548\u7684\u6df1\u5ea6\u5b66\u4e60\u8fd0\u7b97<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1aNVIDIA A100\u662f\u76ee\u524d\u6700\u5f3a\u5927\u7684AI\u7b97\u529b\u82af\u7247\u4e4b\u4e00\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u3001\u6570\u636e\u5206\u6790\u7b49\u9886\u57df\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Google TPU v4<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5173\u952e\u53c2\u6570<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u67b6\u6784\uff1aTPU v4<\/li>\n\n\n\n<li>\u5904\u7406\u5668\uff1aTensor Processing Unit<\/li>\n\n\n\n<li>\u5e26\u5bbd\uff1a1.6TB\/s<\/li>\n\n\n\n<li>\u9002\u7528\u573a\u666f\uff1a\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u548c\u63a8\u7406<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1aGoogle TPU\u4e13\u4e3aTensorFlow\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u4f18\u5316\uff0c\u5177\u6709\u51fa\u8272\u7684\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\u548c\u9ad8\u5e26\u5bbd\uff0c\u975e\u5e38\u9002\u5408\u5927\u89c4\u6a21\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>AMD MI250X GPU<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5173\u952e\u53c2\u6570<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u67b6\u6784\uff1aCDNA 2<\/li>\n\n\n\n<li>GPU\u5185\u5b58\uff1a80 GB HBM2e<\/li>\n\n\n\n<li>FP16\u6027\u80fd\uff1a48 teraflops<\/li>\n\n\n\n<li>AI\u63a8\u7406\u6027\u80fd\uff1a\u589e\u5f3a\u7684\u52a0\u901f\u7279\u6027<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1aAMD\u7684MI250X\u5728AI\u8bad\u7ec3\u548c\u63a8\u7406\u4e0a\u5177\u6709\u8f83\u9ad8\u7684\u6027\u4ef7\u6bd4\uff0c\u5e76\u4e14\u5728\u591a\u4efb\u52a1\u5e76\u884c\u8ba1\u7b97\u65f6\u8868\u73b0\u4f18\u79c0\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Alibaba Pingtouge XuanTie 910<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5173\u952e\u53c2\u6570<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u67b6\u6784\uff1a\u81ea\u7814\u67b6\u6784<\/li>\n\n\n\n<li>\u4e3b\u9891\uff1a2.5 GHz<\/li>\n\n\n\n<li>\u5904\u7406\u6838\u5fc3\u6570\uff1a64\u4e2a<\/li>\n\n\n\n<li>\u9002\u7528\u573a\u666f\uff1a\u9ad8\u6027\u80fd\u8ba1\u7b97\u548cAI\u63a8\u7406<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u4f5c\u4e3a\u56fd\u5185AI\u7b97\u529b\u82af\u7247\u7684\u91cd\u8981\u4ee3\u8868\uff0c\u963f\u91cc\u5df4\u5df4\u7684XuanTie 910\u9002\u7528\u4e8eAI\u63a8\u7406\u548c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\uff0c\u5e76\u5177\u6709\u8f83\u5f3a\u7684\u56fd\u4ea7\u81ea\u4e3b\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Huawei Ascend 910<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5173\u952e\u53c2\u6570<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u8ba1\u7b97\u67b6\u6784\uff1aDa Vinci\u67b6\u6784<\/li>\n\n\n\n<li>\u6838\u5fc3\u6570\uff1a64\u4e2a<\/li>\n\n\n\n<li>\u6d6e\u70b9\u6027\u80fd\uff1a256 teraflops<\/li>\n\n\n\n<li>\u9002\u7528\u573a\u666f\uff1aAI\u8bad\u7ec3\u4e0e\u63a8\u7406<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u534e\u4e3aAscend 910\u91c7\u7528\u81ea\u7814\u7684Da Vinci\u67b6\u6784\uff0c\u5728\u5927\u89c4\u6a21AI\u8bad\u7ec3\u548c\u6570\u636e\u5904\u7406\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0c\u7279\u522b\u5728\u9ad8\u6548\u8ba1\u7b97\u548c\u80fd\u8017\u4f18\u5316\u65b9\u9762\u5177\u6709\u72ec\u7279\u4f18\u52bf\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h5 class=\"wp-block-heading\">\u4e09\u3001\u56fd\u5185\u7b97\u529b\u5e73\u53f0\u2014\u2014\u963f\u91cc\u4e91\u7684AI\u7b97\u529b\u670d\u52a1<\/h5>\n\n\n\n<p>\u968f\u7740AI\u7b97\u529b\u9700\u6c42\u7684\u4e0d\u65ad\u63d0\u5347\uff0c\u4e91\u7b97\u529b\u5e73\u53f0\u6210\u4e3a\u4e86\u8bb8\u591aAI\u7814\u53d1\u8005\u548c\u4f01\u4e1a\u7684\u9996\u9009\u3002\u963f\u91cc\u4e91\u4f5c\u4e3a\u56fd\u5185\u9886\u5148\u7684\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\uff0c\u63a8\u51fa\u4e86\u4e00\u7cfb\u5217AI\u7b97\u529b\u670d\u52a1\uff0c\u52a9\u529b\u4f01\u4e1a\u5feb\u901f\u90e8\u7f72\u548c\u6267\u884cAI\u5e94\u7528\u3002<\/p>\n\n\n\n<p><strong>\u963f\u91cc\u4e91 GPU \u4e91\u670d\u52a1\u5668<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u670d\u52a1\u7279\u70b9<\/strong>\uff1a\u963f\u91cc\u4e91\u63d0\u4f9b\u9ad8\u6027\u80fdGPU\u4e91\u670d\u52a1\u5668\uff0c\u652f\u6301NVIDIA Tesla 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