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\u9ec4\u4ec1\u52cb\u5bf9\u4e8e\u672a\u6765\u6709\u7740\u5b8f\u5927\u7684\u8bbe\u60f3\uff1a\u201c\u672a\u6765\uff0c\u6240\u6709\u79fb\u52a8\u7684\u4e1c\u897f\u90fd\u5c06\u662f\u81ea\u4e3b\u7684\u3002\u201d\u4ece\u4e39\u5c3c\u9910\u5385\u5230\u201c\u5b87\u5b99\u98de\u8239\u201d\u603b\u90e8\uff0c\u82f1\u4f1f\u8fbe\u5728\u9ec4\u4ec1\u52cb\u7684\u9886\u5bfc\u4e0b\u8d70\u8fc7\u4e86\u4e00\u6761\u5145\u6ee1\u6311\u6218\u548c\u673a\u9047\u7684\u9053\u8def\u3002\u800c\u4eca\u5929\uff0c\u82f1\u4f1f\u8fbe\u5df2\u7ecf\u6210\u4e3a\u56fe\u5f62\u5904\u7406\u5355\u5143\uff08GPU\uff09\u9886\u57df\u7684\u4f7c\u4f7c\u8005\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u3001\u89c6\u9891\u6e38\u620f\u548c\u591a\u4e2a\u884c\u4e1a\u63d0\u4f9b\u6838\u5fc3\u6280\u672f\u652f\u6301\u3002<\/p>\n\n\n\n

04 \u81ea\u5632\u89c1\u82f1\u7279\u5c14\u5982\u8001\u9f20\u9047\u5230\u732b\uff0c\u53e6\u8f9f\u8def\u5f84\u907f\u5f00\u5f3a\u5927\u5bf9\u624b<\/p>\n\n\n\n

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\u7136\u800c\uff0c\u82f1\u4f1f\u8fbe\u9009\u62e9\u4e86\u4e00\u6761\u4e0e\u4f17\u4e0d\u540c\u7684\u9053\u8def\u30021999\u5e74\uff0c\u516c\u53f8\u4e0a\u5e02\u540e\u4e0d\u4e45\uff0c\u4fbf\u63a8\u51fa\u4e86\u4e00\u6b3e\u540d\u4e3aGeForce\u7684\u663e\u5361\u3002\u82f1\u4f1f\u8fbe\u7684\u8425\u9500\u4e3b\u7ba1\u4e39\u00b7\u7ef4\u6c83\u5229\uff08Dan Vivoli\uff09\u5c06\u5176\u79f0\u4e3a\u201c\u56fe\u5f62\u5904\u7406\u5355\u5143\u201d\uff08GPU\uff09\u3002\u4e0e\u901a\u7528\u7684CPU\u4e0d\u540c\uff0cGPU\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u7684\u65b9\u6cd5\uff0c\u5c06\u590d\u6742\u7684\u6570\u5b66\u4efb\u52a1\u5206\u89e3\u6210\u66f4\u5c0f\u7684\u8ba1\u7b97\u5e76\u4e00\u6b21\u6027\u5904\u7406\u3002\u5f62\u8c61\u5730\u8bf4\uff0cCPU\u7684\u529f\u80fd\u5c31\u50cf\u4e00\u8f86\u9001\u8d27\u5361\u8f66\uff0c\u4e00\u6b21\u6295\u9012\u4e00\u4e2a\u5305\u88f9\uff0c\u800cGPU\u5219\u66f4\u50cf\u662f\u904d\u5e03\u57ce\u5e02\u7684\u6469\u6258\u8f66\u8f66\u961f\u3002<\/p>\n\n\n\n

GeForce\u7cfb\u5217\u7684\u5de8\u5927\u6210\u529f\u5f97\u76ca\u4e8e\u89c6\u9891\u6e38\u620f\u300a\u96f7\u795e\u4e4b\u9524\u300b\u7684\u63a8\u52a8\u3002\u8fd9\u6b3e\u6e38\u620f\u4f7f\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u6e32\u67d3\u73a9\u5bb6\u53ef\u4ee5\u7528\u69b4\u5f39\u53d1\u5c04\u5668\u5c04\u51fb\u7684\u602a\u7269\uff0c\u5438\u5f15\u4e86\u65e0\u6570PC\u73a9\u5bb6\u7684\u76ee\u5149\u3002\u4e3a\u4e86\u83b7\u5f97\u66f4\u597d\u7684\u6e38\u620f\u4f53\u9a8c\uff0c\u73a9\u5bb6\u4eec\u7eb7\u7eb7\u8d2d\u4e70\u65b0\u7684GeForce\u663e\u5361\u30022000\u5e74\uff0c\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u7684\u7814\u7a76\u751f\u4f0a\u6069\u00b7\u5df4\u514b\uff08Ian Buck\uff09\u66f4\u662f\u5c0632\u5f20GeForce\u663e\u5361\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u75288\u53f0\u6295\u5f71\u4eea\u73a9\u300a\u96f7\u795e\u4e4b\u9524\u300b\u3002\u4ed6\u5174\u594b\u5730\u8bf4\uff1a\u201c\u8fd9\u662f\u7b2c\u4e00\u6b3e8K\u5206\u8fa8\u7387\u7684\u6e38\u620f\u8bbe\u5907\uff0c\u5b83\u5360\u636e\u4e86\u4e00\u6574\u9762\u5899\u3002\u5b9e\u5728\u662f\u592a\u7f8e\u4e86\u3002\u201d<\/p>\n\n\n\n

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\u4e0e\u6b64\u540c\u65f6\uff0c\u82f1\u4f1f\u8fbe\u7684\u786c\u4ef6\u56e2\u961f\u5728\u5fae\u82af\u7247\u4e0a\u4e3a\u8d85\u7ea7\u8ba1\u7b97\u64cd\u4f5c\u5206\u914d\u4e86\u7a7a\u95f4\u3002\u8fd9\u4e9b\u82af\u7247\u5185\u90e8\u5305\u542b\u6570\u5341\u4ebf\u4e2a\u7535\u5b50\u6676\u4f53\u7ba1\uff0c\u901a\u8fc7\u8ff7\u5bab\u822c\u7684\u7535\u8def\u4f20\u9012\u7535\u6d41\u4ee5\u5b8c\u6210\u9ad8\u901f\u8ba1\u7b97\u3002\u9996\u5e2d\u82af\u7247\u5de5\u7a0b\u5e08\u963f\u5c14\u743c\u00b7\u666e\u62c9\u5e03\uff08Arjun Prabhu\uff09\u5c06\u5fae\u82af\u7247\u8bbe\u8ba1\u6bd4\u4f5c\u57ce\u5e02\u89c4\u5212\uff0c\u82af\u7247\u7684\u4e0d\u540c\u533a\u57df\u4e13\u95e8\u7528\u4e8e\u4e0d\u540c\u7684\u4efb\u52a1\u3002\u4ed6\u7b11\u79f0\uff1a\u201c\u6211\u7ecf\u5e38\u5728\u5468\u4e94\u665a\u4e0a\u68a6\u89c1\u6700\u597d\u7684\u70b9\u5b50\uff01\u201d<\/p>\n\n\n\n

\u7136\u800c\uff0c\u5f53Cuda\u57282006\u5e74\u5e95\u53d1\u5e03\u65f6\uff0c\u534e\u5c14\u8857\u5bf9\u6b64\u8868\u793a\u5931\u671b\u3002\u5c3d\u7ba1\u9ec4\u4ec1\u52cb\u5c06\u8d85\u7ea7\u8ba1\u7b97\u5e26\u5165\u4e86\u5927\u4f17\u89c6\u91ce\uff0c\u4f46\u5f53\u65f6\u7684\u5e02\u573a\u5bf9\u6b64\u5e76\u4e0d\u611f\u5192\u3002\u7845\u8c37\u70ed\u95e8\u64ad\u5ba2\u201c\u6536\u8d2d\u201d(Acquired)\u7684\u8054\u5408\u4e3b\u6301\u4eba\u672c\u00b7\u5409\u5c14\u4f2f\u7279(Ben Gilbert)\u8bc4\u8bba\u9053\uff1a\u201c\u4ed6\u4eec\u5728\u8fd9\u79cd\u65b0\u7684\u82af\u7247\u67b6\u6784\u4e0a\u82b1\u4e86\u4e00\u5927\u7b14\u94b1\u3002\u4ed6\u4eec\u82b1\u4e86\u6570\u5341\u4ebf\u7f8e\u5143\u7784\u51c6\u5b66\u672f\u548c\u79d1\u5b66\u8ba1\u7b97\u4e00\u4e2a\u9c9c\u4e3a\u4eba\u77e5\u7684\u89d2\u843d\uff0c\u8fd9\u5728\u5f53\u65f6\u5e76\u4e0d\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u5e02\u573a\u3002\u201d\u5c3d\u7ba1\u5982\u6b64\uff0c\u9ec4\u4ec1\u52cb\u575a\u4fe1Cuda\u7684\u51fa\u73b0\u5c06\u63a8\u52a8\u8d85\u7ea7\u8ba1\u7b97\u9886\u57df\u7684\u53d1\u5c55\u3002\u9057\u61be\u7684\u662f\uff0c\u8fd9\u4e00\u89c2\u70b9\u5e76\u672a\u5f97\u5230\u5e7f\u6cdb\u8ba4\u540c\uff0c\u52302008\u5e74\u5e95\u82f1\u4f1f\u8fbe\u7684\u80a1\u4ef7\u4e0b\u8dcc\u4e8670%\u3002<\/p>\n\n\n\n

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05 AI\u6559\u7236\u8f9b\u987f\u5e2e\u52a9\u6253\u5f00\u663e\u5361\u9500\u8def\uff0c\u8fce\u6765\u8303\u5f0f\u8f6c\u53d8<\/p>\n\n\n\n

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\u4f46\u603b\u6709\u4e00\u4e9b\u4eba\u5bf9\u795e\u7ecf\u7f51\u7edc\u5145\u6ee1\u4e86\u4fe1\u5fc3\uff0c\u5361\u5766\u624e\u7f57\u5c06\u4ed6\u4eec\u79f0\u4e3a\u201c\u8352\u91ce\u4e2d\u7684\u5148\u77e5\u201d\uff0c\u5176\u4e2d\u4e00\u4f4d\u5c31\u662f\u591a\u4f26\u591a\u5927\u5b66\u7684\u6559\u6388\u6770\u5f17\u91cc\u00b7\u8f9b\u987f\uff08Geoffrey Hinton\uff09\u30022009\u5e74\uff0c\u8f9b\u987f\u7684\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u82f1\u4f1f\u8fbe\u7684Cuda\u5e73\u53f0\u6765\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\uff0c\u4ee5\u8bc6\u522b\u4eba\u7c7b\u8bed\u8a00\u3002\u4ed6\u5bf9\u5b9e\u9a8c\u7684\u7ed3\u679c\u611f\u5230\u975e\u5e38\u6ee1\u610f\uff0c\u5e76\u5728\u90a3\u5e74\u5e74\u5e95\u7684\u4e00\u4e2a\u5b66\u672f\u4f1a\u8bae\u4e0a\u516c\u5f00\u5c55\u793a\u4e86\u8fd9\u4e9b\u6210\u679c\u3002\u968f\u540e\uff0c\u4ed6\u4e3b\u52a8\u8054\u7cfb\u4e86\u82f1\u4f1f\u8fbe\u3002\u8f9b\u987f\u7b11\u7740\u8bf4\uff1a\u201c\u6211\u53d1\u4e86\u4e00\u5c01\u7535\u5b50\u90ae\u4ef6\u8bf4\uff1a\u2018\u77a7\uff0c\u6211\u521a\u521a\u544a\u8bc9\u4e00\u5343\u540d\u673a\u5668\u5b66\u4e60\u7814\u7a76\u4eba\u5458\uff0c\u4ed6\u4eec\u5e94\u8be5\u53bb\u4e70\u82f1\u4f1f\u8fbe\u7684\u663e\u5361\u3002\u4f60\u80fd\u514d\u8d39\u9001\u6211\u4e00\u4e2a\u5417?\u2019 \u4f46\u4ed6\u4eec\u62d2\u7edd\u4e86\u3002\u201d<\/p>\n\n\n\n

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