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start=\"1\">\n<li><strong>\u6846\u67b6\u3002\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u662f\u652f\u6301AI\u7b97\u6cd5\u6a21\u578b\u5f00\u53d1\u548c\u90e8\u7f72\u7684\u8f6f\u4ef6\u5e73\u53f0\uff0c\u5bf9AI\u5e94\u7528\u7684\u5f00\u53d1\u6548\u7387\u548c\u6027\u80fd\u6709\u91cd\u8981\u5f71\u54cd\u3002<\/strong>\u76ee\u524d\u56fd\u5185\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u5e02\u573a\u4e3b\u8981\u7531\u98de\u6868\uff08\u7531\u767e\u5ea6\u5f00\u53d1\uff09\u3001TensorFlow\uff08\u7531Google\u5f00\u53d1\uff09\u3001PyTorch\uff08\u7531Meta\u5f00\u53d1\uff09\u4e09\u5bb6\u4e3b\u5bfc\uff0c\u5171\u540c\u5360\u636e\u4e86\u8d85\u8fc780%\u7684\u5e02\u573a\u4efd\u989d\u3002\u8fd9\u4e09\u5bb6\u5747\u4e3a\u5f00\u6e90\u6846\u67b6\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u81ea\u7531\u5730\u67e5\u770b\u3001\u4fee\u6539\u548c\u4f7f\u7528\u5176\u6e90\u4ee3\u7801\uff0c\u4e0d\u8fc7TensorFlow\u3001PyTorch\u4f5c\u4e3a\u5f00\u6e90\u5e73\u53f0\u4e5f\u9700\u8981\u9075\u5b88\u6240\u5728\u56fd\u6cd5\u5f8b\u6cd5\u89c4\uff0c\u5e76\u53ef\u4ee5\u901a\u8fc7\u5f00\u6e90\u8bb8\u53ef\u8bc1\u7b49\u65b9\u5f0f\uff0c\u9650\u5236\u5f00\u53d1\u8005\u7684\u8bbf\u95ee\u3002<\/li>\n<\/ol>\n<p class=\"pgc-img\"><img data-dominant-color=\"56423b\" data-has-transparency=\"false\" style=\"--dominant-color: #56423b;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-21585\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425987864.jpg\" width=\"640\" height=\"427\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425987864.jpg 640w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425987864-300x200.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425987864-150x100.jpg 150w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" 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in\uff0cgarbage out\uff08\u5783\u573e\u8fdb\uff0c\u5783\u573e\u51fa\uff09\u201d\uff0c\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u96c6\uff0c\u5bf9\u4e8eAI\u7b97\u6cd5\u6a21\u578b\u7684\u6027\u80fd\u81f3\u5173\u91cd\u8981\uff0c\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u4e5f\u4e0d\u4f8b\u5916\u3002<\/strong>\u5404\u4e2a\u9886\u57df\u548c\u5e94\u7528\u573a\u666f\u90fd\u6709\u4e13\u6709\u6570\u636e\u96c6\uff0c\u6bd4\u5982<span class=\"hrefStyle\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/span>\u9886\u57df\u7684MNIST\u3001CIFAR\u3001ImageNet\u7b49\u3002NLP\u9886\u57df\u7684SQuAD\u3001GLUE\u7b49\uff0c\u518d\u6bd4\u5982AI\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u4efb\u52a1\u6240\u9700\u8981\u7684\u6570\u636e\u96c6\uff0c\u5982CASP\u3001AlphaFold DB\u3001PDB\u7b49\uff0c\u8fd9\u4e9b\u6570\u636e\u96c6\u4e3aAI\u7814\u7a76\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u8d44\u6e90\uff0c\u5927\u591a\u7531\u6d77\u5916\u7814\u7a76\u673a\u6784\u5efa\u7acb\u3002<\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u4e2d\u56fdAI\u9886\u57df\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u4e5f\u5728\u5feb\u9a6c\u52a0\u97ad\u5730\u5efa\u8bbe\uff0c\u6570\u636e\u6cbb\u7406\u4f53\u7cfb\u4e5f\u5728\u4e0d\u65ad\u5b8c\u5584\uff0c\u6570\u636e\u4f5c\u4e3a\u6838\u5fc3\u751f\u4ea7\u8981\u7d20\u7684\u6218\u7565\u5730\u4f4d\u4e0d\u65ad\u63d0\u5347\u3002\u4f46\u73b0\u9636\u6bb5\uff0c\u4e0e\u6d77\u5916\u4e00\u6d41\u6c34\u5e73\u8fd8\u6709\u5dee\u8ddd\u3002\u800cAI\u7b97\u6cd5\u7684\u7279\u522b\u4e4b\u5904\u5728\u4e8e\uff0c\u4e0d\u50cf\u4f20\u7edf\u8f6f\u4ef6\u80fd\u4e00\u6b21\u5f00\u53d1\u5b8c\u6210\uff0c\u6a21\u578b\u9700\u8981\u4e0d\u65ad\u5b66\u4e60\u3001\u8fed\u4ee3\u548c\u8fdb\u5316\uff0c\u4f9d\u8d56\u4e8e\u6301\u7eed\u66f4\u65b0\u7684\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\u3002\u4e00\u65e6\u6570\u636e\u96c6\u88ab\u963b\u6b62\u8bbf\u95ee\uff0c\u5c31\u5982\u540c\u5265\u593a\u4e86\u6a21\u578b\u6210\u957f\u7684\u571f\u58e4\uff0c\u751a\u81f3\u53ef\u80fd\u53d8\u5f97\u505c\u6ede\u4e0d\u524d\u3002<\/p>\n<p>\u6b64\u5916\u8fd8\u6709\u7f16\u8bd1\u5668\u3001IDE\u7b49\uff0c\u8fd9\u4e9b\u8f6f\u4ef6\u5de5\u5177\u53ef\u4ee5\u5927\u5927\u63d0\u9ad8\u5f00\u53d1\u8005\u7684\u7f16\u7a0b\u6548\u7387\u3002\u5982\u679c\u88ab\u7981\u7528\uff0c\u5f00\u53d1\u8005\u5c06\u9700\u8981\u624b\u52a8\u5b8c\u6210\u8fd9\u4e9b\u5de5\u4f5c\uff0c\u4ece\u800c\u5bfc\u81f4\u5f00\u53d1\u6548\u7387\u964d\u4f4e\uff0c\u56e2\u961f\u534f\u4f5c\u56f0\u96be\uff0c\u751a\u81f3\u5f71\u54cd\u9879\u76ee\u7684\u8fdb\u5ea6\u548c\u8d28\u91cf\u3002<\/p>\n<p class=\"pgc-img\"><img data-dominant-color=\"3d648f\" data-has-transparency=\"false\" style=\"--dominant-color: #3d648f;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-21586\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425559509.jpg\" width=\"640\" height=\"427\" alt=\"\u56fe\u7247\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425559509.jpg 640w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425559509-300x200.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425559509-150x100.jpg 150w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>\u201c\u82f1\u4f1f\u8fbe\u7981\u4ee4\u201d\u6267\u884c\u4ee5\u540e\uff0c\u4e00\u4f4d\u56fd\u5167\u67d0\u8ba1\u7b97\u5382\u5546\u5411\u8111\u6781\u4f53\u8868\u793a\uff0c\u201c\u867d\u7136\u6211\u4eec\u8fd8\u53ef\u4ee5\u7528\u7279\u4f9b\u7248\u7684AI\u82af\u7247\uff0c\u4f46\u786e\u5b9e\u652f\u6301\u4e0d\u4e86\u82f1\u4f1f\u8fbe\u6700\u65b0\u7684\u5e73\u53f0\u4e86\u201d\u3002<\/p>\n<p>\u6240\u4ee5\u8bf4\uff0c\u786c\u4ef6\u3001\u8f6f\u4ef6\u57fa\u7840\u8bbe\u65bd\u5171\u540c\u6784\u6210\u4e86AI\u4ea7\u4e1a\u7684\u652f\u6491\u4f53\u7cfb\u3002\u9762\u5bf9\u963b\u9694\u4e2d\u56fdAI\u7684\u5c01\u9501\u7981\u4ee4\uff0c\u4e00\u5b9a\u8981\u6709\u201c\u5e95\u7ebf\u601d\u7ef4\u201d\uff0c\u8f6f\u4ef6\u5e76\u4e0d\u6bd4\u786c\u4ef6\u66f4\u5b89\u5168\uff0c\u5f00\u6e90\u8f6f\u4ef6\u5e76\u4e0d\u6bd4\u95ed\u6e90\u8f6f\u4ef6\u66f4\u5b89\u5168\u3002<\/p>\n<p><strong>\u51c6\u5907\u5e94\u5bf9\uff1a\u4e2d\u56fdAI\uff0c\u5fc5\u987b\u4e24\u6761\u817f\u8d70\u8def<\/strong><\/p>\n<p>\u63d0\u5230\u56fd\u4ea7\u5316\u66ff\u4ee3\uff0c\u603b\u6709\u4eba\u62c5\u5fe7\u8fd9\u662f\u5728\u95ed\u95e8\u9020\u8f66\u3001\u4e0e\u4e16\u754c\u8131\u8282\u3002AI\u4f5c\u4e3a\u9ad8\u5ea6\u5168\u7403\u5316\u7684\u9ad8\u65b0\u6280\u672f\u4ea7\u4e1a\uff0c\u8fd9\u79cd\u62c5\u5fe7\u786e\u5b9e\u4e0d\u65e0\u9053\u7406\u3002<\/p>\n<p>\u4f46\u4e5f\u5fc5\u987b\u770b\u5230\uff0c\u201c\u6ca1\u6709\u4e00\u6b21AI\u65ad\u94fe\u662f\u6211\u4eec\u5148\u52a8\u7684\u624b\u201d\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u4e2d\u56fdAI\u4ea7\u5b66\u754c\u59cb\u7ec8\u4fdd\u6301\u7740\u5f00\u653e\u5fc3\u6001\uff0c\u79ef\u6781\u5438\u6536\u56fd\u9645\u5148\u8fdb\u6280\u672f\uff0c\u4e0e\u4e16\u754c\u63a5\u8f68\u3002\u65af\u5766\u798f\u5927\u5b66\u53d1\u5e03\u7684\u300a2024 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425838938-300x195.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/28161425838938-150x98.jpg 150w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" 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