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ChatGPT\u6765\u4e86\u3002<\/p>\n\n\n\n

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\u25b2\u6765\u6e90\uff1a\u6469\u5c14\u7ebf\u7a0b<\/p>\n\n\n\n

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\u5927\u6a21\u578b\u6280\u672f\u7684\u5e95\u5c42\u662fTransformer\u67b6\u6784\uff0c\u5b83\u867d\u7136\u8ddf\u4e0a\u4e00\u8f6e\u4eba\u8138\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u6280\u672f\u4e00\u6837\u88ab\u79f0\u4e3a\u201c\u4eba\u5de5\u667a\u80fd\u201d\uff0c\u4f46\u5176\u6700\u5e95\u5c42\u7684\u7b97\u6cd5\uff0c\u5374\u8ddf\u4e0a\u4e00\u8f6e\u56fe\u50cf\u8bc6\u522b\u6240\u501a\u4ed7\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff08Deep Learning Network\uff09\u6709\u6240\u4e0d\u540c\u3002<\/p>\n\n\n\n

\u4e3e\u4e2a\u4f8b\u5b50\uff0cGPU\u5305\u542b\u786c\u4ef6\u3001\u4e5f\u5305\u542b\u8f6f\u4ef6\u90e8\u5206\u3002<\/p>\n\n\n\n

\u786c\u4ef6\u90e8\u5206\u5f88\u597d\u7406\u89e3\uff0c\u5728\u4eba\u4eec\u770b\u5f97\u89c1\u3001\u6478\u5f97\u7740\u7684\u90a3\u5757\u91d1\u5c5e\u677f\u4e0a\uff0c\u6240\u8c13\u201c7nm\u5236\u7a0b\u201d\u3001\u201c\u6676\u4f53\u7ba1\u6570\u91cf\u201d\u8bf4\u7684\u90fd\u662f\u786c\u4ef6\u3002<\/p>\n\n\n\n

\u8f6f\u4ef6\u90e8\u5206\u5219\u662f\u4e00\u5806\u4ee3\u7801\uff0c\u8d1f\u8d23\u201c\u6307\u5bfc\u201d\u51b7\u51b0\u51b0\u7684\u91d1\u5c5e\u5757\u53bb\u54cd\u5e94\u7528\u6237\u53d1\u51fa\u7684\u6307\u4ee4\u3002<\/p>\n\n\n\n

\u786c\u4ef6\u95ee\u9898\u867d\u7136\u96be\uff0c\u5374\u5e76\u4e0d\u662f\u201c\u65e0\u89e3\u201d\u3002<\/p>\n\n\n\n

\u8f6f\u4ef6\u90e8\u5206\u53ef\u592a\u96be\u4e86\u2014\u2014\u8fc7\u53bb\u5341\u591a\u5e74\u91cc\uff0c\u5168\u4e16\u754c\u51e0\u5343\u4e07\u540d\u7a0b\u5e8f\u5458\u5728\u82f1\u4f1f\u8fbeGPU\u7684\u8f6f\u4ef6\u4e0a\u4e0d\u65ad\u521b\u4f5c\u3001\u4f18\u5316\u3001\u62a5BUG\u3001\u4fee\u6539\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u7262\u4e0d\u53ef\u7834\u7684\u201c\u751f\u6001\u7cfb\u7edf\u201d\uff0c\u4e3a\u7f8e\u56fdGPU\u7ad6\u8d77\u4e86\u6781\u9ad8\u7684\u751f\u6001\u58c1\u5792\u3002<\/p>\n\n\n\n

\u7136\u800c\uff0c\u8fd9\u5957\u751f\u6001\u662f\u5efa\u7acb\u5728\u4e0a\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff08\u5927\u6a21\u578b\u51fa\u73b0\u4e4b\u524d\uff09\u4e4b\u4e0a\u7684\u3002<\/p>\n\n\n\n

2022\u5e7411\u6708\uff0c\u5927\u6a21\u578b\u6a2a\u7a7a\u51fa\u4e16\uff0c\u7a81\u7136\u7ed9\u5168\u4e16\u754c\u201c\u6380\u4e86\u684c\u5b50\u201d\u3002<\/p>\n\n\n\n

\u82f1\u4f1f\u8fbe\u505a\u4e8630\u5e74\u7684GPU\uff0c\u731b\u4e00\u56de\u5934\u53d1\u73b0\uff0c\u81ea\u5df1\u8ddf\u4e2d\u56fd\u8fd9\u4e9b\u6210\u7acb\u4e0d\u52303\u5e74\u7684GPU\u516c\u53f8\uff0c\u7ad9\u5728\u4e86\u540c\u4e00\u8d77\u8dd1\u7ebf\u4e0a\u3002<\/p>\n\n\n\n

\u8fd9\u4e00\u5929\uff0c\u4e2d\u56fdGPU\u7b49\u4e86\u5341\u5e74\u3002<\/p>\n\n\n\n

\u4e2d\u56fdGPU\u80fd\u8d70\u5230\u4eca\u5929\uff0c\u592a\u96be\u4e86\u3002<\/p>\n\n\n\n

20\u4e16\u7eaa80\u5e74\u4ee3\uff0c\u6211\u56fd\u82af\u7247\u4ea7\u4e1a\u66fe\u7ecf\u8d70\u8fc7\u4e00\u6bb5\u201c\u9020\u4e0d\u5982\u4e70\uff0c\u4e70\u4e0d\u5982\u79df\u201d\u7684\u9053\u8def\u3002<\/p>\n\n\n\n

\u5f53\u65f6\uff0c\u4e3a\u4e86\u5feb\u901f\u83b7\u53d6\u7ecf\u6d4e\u6548\u76ca\uff0c\u4e00\u5ea6\u88ab\u52a0\u5927\u6295\u5165\u7684\u6211\u56fd\u82af\u7247\u4ea7\u4e1a\uff0c\u8f6c\u800c\u5927\u89c4\u6a21\u5f15\u8fdb\u56fd\u5916\u6280\u672f\u548c\u751f\u4ea7\u7ebf\uff0c\u51cf\u5c11\u81ea\u4e3b\u7814\u53d1\u6295\u5165\uff0c\u4e5f\u8ba9\u6574\u4e2a\u82af\u7247\u4ea7\u4e1a\u9677\u5165\u201c\u5f15\u8fdb\u2014\u843d\u540e\u2014\u518d\u5f15\u8fdb\u2014\u518d\u843d\u540e\u201d\u7684\u5faa\u73af\u3002<\/p>\n\n\n\n

\u82af\u7247\u662f\u4e00\u4e2a\u5e9e\u5927\u7684\u6982\u5ff5\uff0c\u65e2\u5305\u62ecCPU\u3001GPU\u8fd9\u4e9b\u6211\u4eec\u719f\u6089\u7684\u54c1\u79cd\uff0c\u4e5f\u5305\u62ecASIC\uff08\u5b9a\u5236\u5316\u4e13\u7528\u82af\u7247\uff0c\u5982AI\u4e13\u7528\u82af\u7247\uff09\u3001\u5b58\u50a8\u82af\u7247\u3001DSP\u6570\u5b57\u4fe1\u53f7\u5904\u7406\u5668\u7b49\u7b49\u3002<\/p>\n\n\n\n

\u5176\u4e2d\uff0cCPU\u662f\u8ba1\u7b97\u673a\u7684\u201c\u4e3b\u53f8\u4ee4\u201d\uff0cGPU\u5219\u662f\u4e13\u653b\u5927\u89c4\u6a21\u8ba1\u7b97\u7684\u201c\u5927\u5c06\u201d\u3002\u5728\u65e9\u671f\u8d44\u6e90\u6709\u9650\u65f6\uff0c\u56fd\u4ea7\u82af\u7247\u7814\u53d1\u5f80\u5f80\u88ab\u8feb\u5c06\u8d44\u6e90\u5411\u201c\u4e3b\u53f8\u4ee4\u201d\u503e\u659c\uff0c\u81ea\u7136\u4e5f\u8ba9\u56fd\u4ea7GPU\u7684\u53d1\u5c55\u53d8\u5f97\u66f4\u52a0\u8270\u96be\u3002<\/p>\n\n\n\n

\u6bd4CPU\u66f4\u96be\u3002<\/p>\n\n\n\n

\u76f4\u52302014\u5e744\u6708\uff0c\u666f\u5609\u5fae\u7535\u5b50\u624d\u6210\u529f\u7814\u53d1\u51fa\u56fd\u5185\u9996\u6b3e\u56fd\u4ea7\u9ad8\u6027\u80fd\u3001\u4f4e\u529f\u8017GPU\u82af\u7247JM5400\u3002<\/p>\n\n\n\n

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\u7136\u800c\uff0c\u7b2c\u4e00\u5757GPU\u4ec5\u4ec5\u662f\u6f2b\u957f\u5f81\u7a0b\u7684\u8d77\u70b9\u3002<\/p>\n\n\n\n

\u56e0\u4e3a\u5e95\u5c42\u6280\u672f\u7a7a\u767d\u70b9\u8f83\u591a\uff0cIP\u5927\u591a\u53d7\u5236\u4e8e\u56fd\u5916\u5382\u5546\uff0c\u4ea7\u54c1\u524d\u7aef\u7a33\u5b9a\u6027\u4e0d\u7406\u60f3\uff0c\u5f88\u957f\u65f6\u95f4\u5185\uff0c\u56fd\u4ea7GPU\u5373\u4fbf\u662f\u7814\u53d1\u51fa\u6765\uff0c\u4e5f\u5f88\u96be\u5728\u4e3b\u7ebf\u4e2d\u9ad8\u7aef\u7535\u5b50\u4ea7\u54c1\u4e0a\u5f97\u5230\u666e\u53ca\u5316\u5e94\u7528\u3002<\/p>\n\n\n\n

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\u5373\u4fbf\u5f3a\u5927\u5982\u534e\u4e3a\u6d77\u601d\uff0c\u5176\u624b\u673a\u82af\u7247\u4e2d\u7684GPU\u6027\u80fd\u4e5f\u957f\u4e45\u4ee5\u6765\u5b58\u5728\u53d1\u70ed\u3001\u517c\u5bb9\u6027\u5dee\u7b49\u95ee\u9898\uff0c\u76f4\u5230\u9e92\u9e9f910\u624b\u673a\u82af\u7247\u53d1\u5e03\u540e\u624d\u9010\u6e10\u8d70\u4e0a\u6b63\u8f68\u3002<\/p>\n\n\n\n

\u800c\u56fd\u4ea7GPU\u7684\u771f\u6b63\u7834\u5c40\uff0c\u59cb\u4e8e\u4e00\u573a\u88ab\u5916\u90e8\u538b\u529b\u201c\u903c\u201d\u51fa\u6765\u7684\u4ea7\u4e1a\u8fdb\u51fb\u3002<\/p>\n\n\n\n

2017-2018\u5e74\uff0c\u7f8e\u56fd\u6b65\u6b65\u7d27\u903c\u7684\u6280\u672f\u5c01\u9501\u4e0e\u4e0a\u4e00\u8f6e\u4eba\u5de5\u667a\u80fd\u6d6a\u6f6e\u76f8\u9047\uff0c\u8ba9\u7b2c\u4e00\u6279\u56fd\u4ea7\u201cAI\u82af\u7247\u201d\u7206\u53d1\uff0c\u5bd2\u6b66\u7eaa\u3001\u6df1\u9274\u79d1\u6280\uff08\u540e\u88ab\u7f8e\u56fd\u82af\u7247\u516c\u53f8\u8d5b\u7075\u601d\u6536\u8d2d\uff09\u3001\u5730\u5e73\u7ebf\u7b49\u660e\u661f\u521b\u4e1a\u516c\u53f8\u90fd\u5728\u6b64\u8f6e\u8bde\u751f\u3002<\/p>\n\n\n\n

AI\u82af\u7247\u662f\u4e00\u79cd\u4e13\u7528\u82af\u7247\uff0c\u5f80\u5f80\u53ea\u9488\u5bf9\u5c11\u6570AI\u7b97\u6cd5\u91cf\u8eab\u6253\u9020\uff0c\u8bbe\u8ba1\u96be\u5ea6\u66f4\u4f4e\uff0c\u80fd\u66f4\u5feb\u7f13\u89e3\u201c\u7f3a\u82af\u201d\u7684\u71c3\u7709\u4e4b\u6025\u3002GPU\u5219\u662f\u4e2a\u66f4\u5f3a\u5927\u7684\u201c\u5168\u80fd\u5c06\u519b\u201d\uff0c\u4f46\u8bbe\u8ba1\u96be\u5ea6\u66f4\u5927\uff0c\u6240\u9700\u65f6\u95f4\u66f4\u957f\u3002<\/p>\n\n\n\n

\u76f4\u52302020\u5e74\u524d\u540e\uff0c\u7ecf\u8fc7\u4e86\u591a\u5e74\u7684\u5e02\u573a\u57f9\u80b2\u3001\u4eba\u624d\u57f9\u517b\uff0c\u6211\u56fdGPU\u751f\u6001\u624d\u6162\u6162\u6709\u4e86\u6210\u719f\u7684\u82d7\u5934\u3002<\/p>\n\n\n\n

\u6469\u5c14\u7ebf\u7a0b\u3001\u6c90\u66e6\u80a1\u4efd\u3001\u58c1\u4ede\u79d1\u6280\u7b49\u4e00\u6279\u56fd\u4ea7GPU\u4f01\u4e1a\u4e5f\u6b63\u662f\u8fd9\u4e2a\u65f6\u671f\u76f8\u7ee7\u6210\u7acb\uff0c\u5e76\u4e14\u5f00\u59cb\u5c06\u76ee\u6807\u76f4\u6307\u901a\u7528GPU\uff0c\u51b3\u5fc3\u5728\u56fd\u9645\u5de8\u5934\u7684\u4e3b\u8d5b\u9053\u4e0a\u201c\u63b0\u63b0\u624b\u8155\u201d\u3002<\/p>\n\n\n\n

\u4e0e\u6211\u56fd\u6700\u65e9\u4e00\u6279\u7b5a\u8def\u84dd\u7f15\u7684GPU\u7814\u7a76\u4eba\u5458\u4e0d\u540c\uff0c\u8fd9\u4e00\u6279\u56fd\u4ea7GPU\u73a9\u5bb6\u5927\u591a\u90fd\u6709\u7740\u8d44\u6df1\u7684\u82af\u7247\u884c\u4e1a\u4ece\u4e1a\u7ecf\u9a8c\uff0c\u751a\u81f3\u662f\u5728\u56fd\u9645\u5de8\u5934\u516c\u53f8\u6709\u7740\u957f\u671f\u624e\u5b9e\u7684\u5386\u7ec3\uff0c\u4ed6\u4eec\u6df1\u77e5\u81ea\u5df1\u9762\u5bf9\u7684\u6b8b\u9177\u73b0\u5b9e\uff0c\u4f46\u4e5f\u5bf9\u5982\u4f55\u7a81\u56f4\u66f4\u6709\u601d\u7ef4\u548c\u8def\u5f84\u3002<\/p>\n\n\n\n

\u4f46\u5e02\u573a\u7ade\u4e89\u4e5f\u662f\u60e8\u70c8\u7684\u3002<\/p>\n\n\n\n

\u771f\u6b63\u71ac\u8fc72022\u5e74\u90a3\u573a\u201c\u5bd2\u51ac\u201d\u7684\u82af\u7247\u516c\u53f8\u5e76\u4e0d\u591a\uff0c\u6839\u636e\u4f01\u67e5\u67e5\u6570\u636e\uff0c2023\u5e74\uff0c1.09\u4e07\u5bb6\u4e2d\u56fd\u82af\u7247\u76f8\u5173\u4f01\u4e1a\u8fdb\u884c\u5de5\u5546\u6ce8\u9500\u3001\u540a\u9500\u2014\u2014\u5e73\u5747\u6bcf\u5929\u670930\u5bb6\u82af\u7247\u516c\u53f8\u6d88\u5931\u3002<\/p>\n\n\n\n

2023\u5e74\u5e95\uff0c\u7f8e\u56fd\u8fd8\u6545\u4f0e\u91cd\u6f14\u5730\u5c06\u201cGPU\u56db\u5c0f\u9f99\u201d\u4e4b\u6469\u5c14\u7ebf\u7a0b\u3001\u58c1\u4ede\u79d1\u6280\u5217\u5165\u5b9e\u4f53\u6e05\u5355\uff0c\u8fd9\u610f\u5473\u7740\u4e24\u5bb6\u4f01\u4e1a\u5c06\u65e0\u6cd5\u83b7\u5f97\u4efb\u4f55\u542b\u7f8e\u56fd\u6280\u672f\u4ea7\u4e1a\u5de5\u5177\u3002<\/p>\n\n\n\n

\u6b64\u540e\uff0c\u91cd\u5e86\u67d0GPU\u72ec\u89d2\u517d\u88ab\u5a92\u4f53\u62a5\u9053\u56e0\u906d\u9047\u8d44\u91d1\u5371\u673a\uff0c\u516c\u53f8\u6fd2\u4e34\u89e3\u6563\uff0c400\u591a\u4f4d\u5458\u5de5\u5168\u90e8\u7ec8\u6b62\u5408\u540c\uff1b<\/p>\n\n\n\n

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