{"id":8452,"date":"2025-03-15T05:42:37","date_gmt":"2025-03-14T21:42:37","guid":{"rendered":"https:\/\/www.51dea.com\/archives\/8452"},"modified":"2025-03-15T05:42:37","modified_gmt":"2025-03-14T21:42:37","slug":"%e6%8e%a2%e8%ae%a8tpu%e8%80%90%e9%bb%84%e5%8f%98%e5%89%82%e5%9c%a8%e6%9e%81%e7%ab%af%e7%8e%af%e5%a2%83%e4%b8%8b%e4%bf%9d%e6%8c%81%e5%85%b6%e6%95%88%e8%83%bd%e7%9a%84%e7%a0%94%e7%a9%b6%e6%88%90","status":"publish","type":"post","link":"https:\/\/www.51dea.com\/archives\/8452","title":{"rendered":"\u63a2\u8ba8TPU\u8010\u9ec4\u53d8\u5242\u5728\u6781\u7aef\u73af\u5883\u4e0b\u4fdd\u6301\u5176\u6548\u80fd\u7684\u7814\u7a76\u6210\u679c"},"content":{"rendered":"

TPU\u8010\u9ec4\u53d8\u5242\uff1a\u5728\u6781\u7aef\u73af\u5883\u4e0b\u4fdd\u6301\u6548\u80fd\u7684\u5148\u950b<\/h1>\n

\u5f15\u8a00\uff1a\u4e0e\u65f6\u95f4\u8d5b\u8dd1\uff0c\u4e0e\u9633\u5149\u6297\u8861<\/h2>\n

\u5728\u5851\u6599\u5de5\u4e1a\u7684\u4e16\u754c\u91cc\uff0cTPU\uff08\u70ed\u5851\u6027\u805a\u6c28\u916f\u5f39\u6027\u4f53\uff09\u72b9\u5982\u4e00\u4f4d\u8eab\u624b\u77eb\u5065\u7684\u8fd0\u52a8\u5458\uff0c\u5728\u5404\u79cd\u5e94\u7528\u573a\u666f\u4e2d\u8868\u73b0\u5f97\u6e38\u5203\u6709\u4f59\u3002\u7136\u800c\uff0c\u5c31\u50cf\u6240\u6709\u8fd0\u52a8\u5458\u4e00\u6837\uff0c\u5b83\u4e5f\u9762\u4e34\u7740\u201c\u8001\u5316\u201d\u7684\u6311\u6218\u2014\u2014\u5c24\u5176\u662f\u5728\u7d2b\u5916\u7ebf\u3001\u9ad8\u6e29\u548c\u6e7f\u6c14\u7b49\u6781\u7aef\u73af\u5883\u4e0b\u7684\u8003\u9a8c\u3002\u8fd9\u79cd\u8001\u5316\u73b0\u8c61\u4e2d\u663e\u8457\u7684\u8868\u73b0\u4e4b\u4e00\u5c31\u662f\u201c\u9ec4\u53d8\u201d\uff0c\u5373\u6750\u6599\u8868\u9762\u9010\u6e10\u5931\u53bb\u539f\u6709\u7684\u5149\u6cfd\u548c\u989c\u8272\uff0c\u53d8\u5f97\u6697\u6de1\u65e0\u5149\uff0c\u751a\u81f3\u5f71\u54cd\u5176\u673a\u68b0\u6027\u80fd\u548c\u4f7f\u7528\u5bff\u547d\u3002<\/p>\n

\u4e3a\u4e86\u5e2e\u52a9TPU\u8fd9\u4f4d\u201c\u9009\u624b\u201d\u4fdd\u6301\u4f73\u72b6\u6001\uff0c\u79d1\u5b66\u5bb6\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u795e\u5947\u7684\u201c\u8425\u517b\u8865\u5145\u5242\u201d\u2014\u2014TPU\u8010\u9ec4\u53d8\u5242\u3002\u8fd9\u4e9b\u5316\u5b66\u7269\u8d28\u5c31\u50cf\u662f\u5b88\u62a4\u8005\uff0c\u4e3aTPU\u62ab\u4e0a\u4e00\u5c42\u9690\u5f62\u7684\u94e0\u7532\uff0c\u4f7f\u5176\u80fd\u591f\u62b5\u5fa1\u5916\u754c\u73af\u5883\u5bf9\u5b83\u7684\u4fb5\u8680\u3002\u672c\u6587\u5c06\u63a2\u8ba8TPU\u8010\u9ec4\u53d8\u5242\u5728\u6781\u7aef\u6761\u4ef6\u4e0b\u7684\u7814\u7a76\u8fdb\u5c55\uff0c\u5206\u6790\u5176\u4f5c\u7528\u673a\u5236\uff0c\u5e76\u901a\u8fc7\u5177\u4f53\u6570\u636e\u548c\u6848\u4f8b\u5c55\u793a\u5176\u5353\u8d8a\u7684\u6548\u80fd\u3002\u540c\u65f6\uff0c\u6211\u4eec\u8fd8\u5c06\u5c55\u671b\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\uff0c\u770b\u770b\u5982\u4f55\u8ba9\u8fd9\u4e00\u6280\u672f\u66f4\u8fdb\u4e00\u6b65\uff0c\u4e3aTPU\u8d4b\u4e88\u66f4\u957f\u4e45\u7684\u751f\u547d\u529b\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u4e00\u8d77\u8d70\u8fdb\u8fd9\u4e2a\u5145\u6ee1\u79d1\u5b66\u9b45\u529b\u7684\u9886\u57df\uff0c\u63ed\u5f00TPU\u8010\u9ec4\u53d8\u5242\u80cc\u540e\u7684\u5965\u79d8\u5427\uff01<\/p>\n


\n

\u7ae0\uff1aTPU\u7684\u57fa\u672c\u7279\u6027\u53ca\u5176\u9762\u4e34\u7684\u6311\u6218<\/h2>\n

1.1 TPU\u7684\u5b9a\u4e49\u4e0e\u4f18\u52bf<\/h3>\n

TPU\u662f\u4e00\u79cd\u7531\u591a\u5143\u9187\u548c\u5f02\u6c30\u9178\u916f\u53cd\u5e94\u751f\u6210\u7684\u9ad8\u5206\u5b50\u6750\u6599\uff0c\u5177\u6709\u4f18\u5f02\u7684\u673a\u68b0\u6027\u80fd\u3001\u8010\u78e8\u6027\u548c\u67d4\u97e7\u6027\u3002\u5b83\u53ef\u4ee5\u88ab\u52a0\u5de5\u6210\u8584\u819c\u3001\u7ea4\u7ef4\u6216\u786c\u8d28\u90e8\u4ef6\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u8fd0\u52a8\u978b\u5e95\u3001\u6c7d\u8f66\u5185\u9970\u3001\u533b\u7597\u5668\u68b0\u4ee5\u53ca\u7535\u5b50\u8bbe\u5907\u7b49\u9886\u57df\u3002\u7528\u4e00\u53e5\u5f62\u8c61\u7684\u8bdd\u6765\u8bf4\uff0cTPU\u5c31\u50cf\u4e00\u4e2a\u5168\u80fd\u578b\u9009\u624b\uff0c\u65e2\u80fd\u625b\u8d77\u91cd\u7269\uff0c\u53c8\u80fd\u7075\u6d3b\u8df3\u8dc3\uff0c\u9002\u5e94\u6027\u5f3a\u4e14\u8868\u73b0\u7a33\u5b9a\u3002<\/p>\n

\u4ee5\u4e0b\u662fTPU\u7684\u4e00\u4e9b\u5173\u952e\u7279\u6027\uff1a<\/p>\n\n\n\n\n\n\n\n\n
\u7279\u6027<\/th>\n\u63cf\u8ff0<\/th>\n<\/tr>\n<\/thead>\n
\u9ad8\u5f39\u6027<\/td>\n\u80fd\u591f\u627f\u53d7\u53cd\u590d\u62c9\u4f38\u800c\u4e0d\u6613\u65ad\u88c2\uff0c\u7c7b\u4f3c\u4e8e\u6a61\u76ae\u7b4b\u7684\u7279\u6027\u3002<\/td>\n<\/tr>\n
\u8010\u78e8\u6027<\/td>\n\u5373\u4f7f\u5728\u6469\u64e6\u9891\u7e41\u7684\u73af\u5883\u4e2d\u4e5f\u80fd\u4fdd\u6301\u826f\u597d\u7684\u5916\u89c2\u548c\u6027\u80fd\u3002<\/td>\n<\/tr>\n
\u6297\u6495\u88c2\u6027<\/td>\n\u5bf9\u4e8e\u5916\u529b\u51b2\u51fb\u8868\u73b0\u51fa\u8f83\u9ad8\u7684\u62b5\u6297\u529b\uff0c\u4e0d\u6613\u7834\u88c2\u3002<\/td>\n<\/tr>\n
\u52a0\u5de5\u591a\u6837\u6027<\/td>\n\u53ef\u4ee5\u901a\u8fc7\u6ce8\u5851\u3001\u6324\u51fa\u3001\u5439\u5851\u7b49\u591a\u79cd\u5de5\u827a\u6210\u578b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

1.2 \u9ec4\u53d8\u95ee\u9898\u7684\u6839\u6e90<\/h3>\n

\u5c3d\u7ba1TPU\u62e5\u6709\u8bf8\u591a\u4f18\u70b9\uff0c\u4f46\u5b83\u7684\u81f4\u547d\u5f31\u70b9\u4e4b\u4e00\u5c31\u662f\u5bb9\u6613\u53d1\u751f\u9ec4\u53d8\u3002\u9ec4\u53d8\u7684\u4e3b\u8981\u539f\u56e0\u662fTPU\u5206\u5b50\u4e2d\u7684\u82b3\u9999\u65cf\u5f02\u6c30\u9178\u916f\u57fa\u56e2\u5728\u7d2b\u5916\u5149\u7167\u5c04\u4e0b\u4f1a\u53d1\u751f\u6c27\u5316\u964d\u89e3\uff0c\u4ea7\u751f\u9ec4\u8272\u7684\u918c\u7c7b\u5316\u5408\u7269\u3002\u6b64\u5916\uff0c\u9ad8\u6e29\u548c\u6e7f\u6c14\u4e5f\u4f1a\u52a0\u901f\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u5bfc\u81f4TPU\u5236\u54c1\u9010\u6e10\u5931\u53bb\u539f\u6709\u7684\u7f8e\u89c2\u548c\u529f\u80fd\u3002<\/p>\n

\u60f3\u8c61\u4e00\u4e0b\uff0c\u4e00\u53cc\u539f\u672c\u6d01\u767d\u5982\u96ea\u7684\u8fd0\u52a8\u978b\uff0c\u7ecf\u8fc7\u4e00\u6bb5\u65f6\u95f4\u7684\u66b4\u6652\u540e\u53d8\u6210\u4e86\u571f\u9ec4\u8272\uff0c\u662f\u4e0d\u662f\u8ba9\u4eba\u611f\u5230\u60cb\u60dc\uff1f\u8fd9\u5c31\u662f\u9ec4\u53d8\u5e26\u6765\u7684\u76f4\u63a5\u540e\u679c\u3002\u56e0\u6b64\uff0c\u89e3\u51b3TPU\u7684\u9ec4\u53d8\u95ee\u9898\u6210\u4e3a\u4e86\u79d1\u7814\u4eba\u5458\u7684\u91cd\u8981\u8bfe\u9898\u3002<\/p>\n


\n

\u7b2c\u4e8c\u7ae0\uff1aTPU\u8010\u9ec4\u53d8\u5242\u7684\u4f5c\u7528\u673a\u5236<\/h2>\n

2.1 \u8010\u9ec4\u53d8\u5242\u7684\u5206\u7c7b<\/h3>\n

\u6839\u636e\u5316\u5b66\u7ed3\u6784\u548c\u4f5c\u7528\u65b9\u5f0f\u7684\u4e0d\u540c\uff0cTPU\u8010\u9ec4\u53d8\u5242\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u7c7b\uff1a<\/p>\n\n\n\n\n\n\n\n\n
\u5206\u7c7b<\/th>\n\u4e3b\u8981\u6210\u5206<\/th>\n\u4f5c\u7528\u7279\u70b9<\/th>\n<\/tr>\n<\/thead>\n
\u7d2b\u5916\u7ebf\u5438\u6536\u5242<\/td>\n\u5e76\u4e09\u5511\u3001\u4e8c\u7532\u916e\u7c7b<\/td>\n\u5438\u6536\u7d2b\u5916\u7ebf\u80fd\u91cf\uff0c\u9632\u6b62\u5176\u7834\u574fTPU\u5206\u5b50\u94fe\u3002<\/td>\n<\/tr>\n
\u81ea\u7531\u57fa\u6e05\u9664\u5242<\/td>\n\u53d7\u963b\u80fa\u7c7b\u3001\u915a\u7c7b\u6297\u6c27\u5316\u5242<\/td>\n\u6355\u6349\u81ea\u7531\u57fa\uff0c\u963b\u6b62\u6c27\u5316\u53cd\u5e94\u7684\u53d1\u751f\u3002<\/td>\n<\/tr>\n
\u5149\u7a33\u5b9a\u5242<\/td>\n\u53d7\u963b\u80fa\u5149\u7a33\u5b9a\u5242\uff08HALS\uff09<\/td>\n\u63d0\u9ad8TPU\u5bf9\u5149\u8001\u5316\u7684\u62b5\u6297\u80fd\u529b\u3002<\/td>\n<\/tr>\n
\u590d\u5408\u578b\u6dfb\u52a0\u5242<\/td>\n\u591a\u79cd\u6d3b\u6027\u6210\u5206\u6df7\u5408<\/td>\n\u7efc\u5408\u591a\u79cd\u673a\u5236\uff0c\u63d0\u4f9b\u5168\u65b9\u4f4d\u4fdd\u62a4\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

2.2 \u4f5c\u7528\u539f\u7406\u8be6\u89e3<\/h3>\n

\uff081\uff09\u7d2b\u5916\u7ebf\u5438\u6536\u5242<\/h4>\n

\u7d2b\u5916\u7ebf\u5438\u6536\u5242\u662f\u8010\u9ec4\u53d8\u5242\u5bb6\u65cf\u4e2d\u7684\u660e\u661f\u6210\u5458\u3002\u5b83\u4eec\u50cf\u4e00\u628a\u628a\u5fae\u578b\u4f1e\uff0c\u80fd\u591f\u6709\u6548\u5730\u62e6\u622a\u7d2b\u5916\u7ebf\u7684\u80fd\u91cf\uff0c\u5c06\u5176\u8f6c\u5316\u4e3a\u70ed\u91cf\u6563\u53d1\u51fa\u53bb\uff0c\u4ece\u800c\u907f\u514dTPU\u5206\u5b50\u53d7\u5230\u635f\u4f24\u3002\u4f8b\u5982\uff0c\u5e76\u4e09\u5511\u7c7b\u5316\u5408\u7269\u56e0\u5176\u9ad8\u6548\u7684\u7d2b\u5916\u7ebf\u5438\u6536\u80fd\u529b\u800c\u5907\u53d7\u9752\u7750\u3002<\/p>\n

\uff082\uff09\u81ea\u7531\u57fa\u6e05\u9664\u5242<\/h4>\n

\u81ea\u7531\u57fa\u662fTPU\u9ec4\u53d8\u7684\u7f6a\u9b41\u7978\u9996\u4e4b\u4e00\u3002\u5f53TPU\u66b4\u9732\u5728\u7a7a\u6c14\u4e2d\u65f6\uff0c\u6c27\u6c14\u4f1a\u4e0e\u6750\u6599\u4e2d\u7684\u67d0\u4e9b\u57fa\u56e2\u53d1\u751f\u53cd\u5e94\uff0c\u751f\u6210\u4e0d\u7a33\u5b9a\u7684\u81ea\u7531\u57fa\u3002\u8fd9\u4e9b\u81ea\u7531\u57fa\u4f1a\u8fdb\u4e00\u6b65\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff0c\u7ec8\u5bfc\u81f4\u9ec4\u53d8\u3002\u81ea\u7531\u57fa\u6e05\u9664\u5242\u7684\u4f5c\u7528\u5c31\u662f\u53ca\u65f6\u6355\u6349\u8fd9\u4e9b\u6363\u4e71\u5206\u5b50\uff0c\u4e2d\u65ad\u5b83\u4eec\u7684\u7834\u574f\u884c\u52a8\u3002<\/p>\n

\uff083\uff09\u5149\u7a33\u5b9a\u5242<\/h4>\n

\u5149\u7a33\u5b9a\u5242\u5219\u66f4\u50cf\u662fTPU\u7684\u201c\u5fc3\u7406\u533b\u751f\u201d\u3002\u5b83\u4eec\u901a\u8fc7\u8c03\u8282TPU\u5206\u5b50\u7684\u5316\u5b66\u73af\u5883\uff0c\u964d\u4f4e\u5176\u5bf9\u5149\u8001\u5316\u7684\u654f\u611f\u6027\uff0c\u4ece\u800c\u5ef6\u7f13\u9ec4\u53d8\u7684\u53d1\u751f\u3002\u4f8b\u5982\uff0c\u53d7\u963b\u80fa\u5149\u7a33\u5b9a\u5242\uff08HALS\uff09\u53ef\u4ee5\u901a\u8fc7\u5206\u89e3\u8fc7\u6c27\u5316\u7269\u6765\u51cf\u5c11\u81ea\u7531\u57fa\u7684\u751f\u6210\u3002<\/p>\n


\n

\u7b2c\u4e09\u7ae0\uff1a\u6781\u7aef\u73af\u5883\u4e0b\u7684\u5b9e\u9a8c\u7814\u7a76<\/h2>\n

3.1 \u5b9e\u9a8c\u8bbe\u8ba1<\/h3>\n

\u4e3a\u4e86\u9a8c\u8bc1TPU\u8010\u9ec4\u53d8\u5242\u5728\u6781\u7aef\u6761\u4ef6\u4e0b\u7684\u6548\u80fd\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u4e00\u7cfb\u5217\u4e25\u82db\u7684\u6d4b\u8bd5\u65b9\u6848\u3002\u8fd9\u4e9b\u6d4b\u8bd5\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u4ee5\u4e0b\u51e0\u79cd\uff1a<\/p>\n