\n\u8010\u78e8\u6027<\/td>\n | cycles<\/td>\n | 80,000<\/td>\n | –<\/td>\n | ISO 12947<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u8fd9\u4e9b\u53c2\u6570\u4e0d\u4ec5\u4f53\u73b0\u4e86\u9762\u6599\u7684\u57fa\u672c\u7269\u7406\u7279\u6027\uff0c\u8fd8\u53cd\u6620\u4e86\u5176\u5728\u590d\u6742\u73af\u5883\u4e0b\u7684\u9002\u5e94\u80fd\u529b\u3002\u4f8b\u5982\uff0c\u9ad8\u9759\u6c34\u538b\u548c\u8868\u9762\u5f20\u529b\u786e\u4fdd\u4e86\u9762\u6599\u5373\u4f7f\u5728\u66b4\u96e8\u5929\u6c14\u4e2d\u4e5f\u80fd\u6709\u6548\u963b\u6321\u6c34\u5206\u6e17\u900f\uff1b\u800c\u8010\u9ad8\u4f4e\u6e29\u548c\u8010\u6c34\u6d17\u6027\u80fd\u5219\u4f7f\u5176\u9002\u5408\u957f\u671f\u4f7f\u7528\uff0c\u5c24\u5176\u662f\u5728\u9891\u7e41\u6e05\u6d17\u7684\u60c5\u51b5\u4e0b\u3002<\/p>\n \u6b64\u5916\uff0c\u6839\u636e\u56fd\u5916\u7814\u7a76\uff08Johnson & Lee, 2020\uff09\uff0cTPU\u6d82\u5c42\u7684\u8010\u6c34\u89e3\u6027\u80fd\u8f83\u4f20\u7edfPU\u6d82\u5c42\u9ad8\u51fa\u7ea630%\uff0c\u8fd9\u610f\u5473\u7740\u91c7\u7528TPU\u7684\u9762\u6599\u5728\u957f\u671f\u66b4\u9732\u4e8e\u6e7f\u70ed\u73af\u5883\u4e2d\u65f6\u4ecd\u80fd\u4fdd\u6301\u7a33\u5b9a\u7684\u6027\u80fd\u8868\u73b0\u3002<\/p>\n \n\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e0e\u6848\u4f8b\u5206\u6790<\/h3>\n1. \u6237\u5916\u63a2\u9669\u4e2d\u7684\u5e94\u7528<\/h4>\n\u5728\u6781\u7aef\u73af\u5883\u4e0b\uff0c\u5982\u9ad8\u5c71\u6500\u767b\u6216\u6c99\u6f20\u7a7f\u8d8a\uff0c\u80cc\u5305\u5185\u886c\u6750\u6599\u7684\u6027\u80fd\u76f4\u63a5\u5173\u7cfb\u5230\u88c5\u5907\u7684\u5b89\u5168\u6027\u548c\u4f7f\u7528\u5bff\u547d\u3002\u4ee5\u67d0\u77e5\u540d\u54c1\u724c\u767b\u5c71\u80cc\u5305\u4e3a\u4f8b\uff0c\u5176\u5185\u886c\u91c7\u7528\u4e86\u4e0a\u8ff0\u8010\u6c34\u6d17\u8010\u9ad8\u4f4e\u6e29\u9632\u6c34\u9762\u6599\u3002\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0c\u5728\u8fde\u7eed\u4e24\u5468\u7684\u9ad8\u6d77\u62d4\u5f92\u6b65\u8fc7\u7a0b\u4e2d\uff0c\u5373\u4f7f\u7ecf\u5386\u591a\u6b21\u96e8\u6c34\u4fb5\u88ad\u548c\u5267\u70c8\u6e29\u5dee\u53d8\u5316\uff0c\u80cc\u5305\u5185\u7684\u7535\u5b50\u8bbe\u5907\u548c\u8863\u7269\u5747\u672a\u53d7\u5230\u4efb\u4f55\u635f\u5bb3\u3002<\/p>\n 2. \u519b\u4e8b\u4e0e\u6551\u63f4\u9886\u57df<\/h4>\n\u519b\u4e8b\u548c\u5e94\u6025\u6551\u63f4\u573a\u666f\u5bf9\u88c5\u5907\u7684\u8981\u6c42\u66f4\u52a0\u82db\u523b\u3002\u4f8b\u5982\uff0c\u7f8e\u56fd\u9646\u519b\u7684\u4e00\u9879\u7814\u7a76\u62a5\u544a\u6307\u51fa\uff08US Army Research Lab, 2021\uff09\uff0c\u5728\u6a21\u62df\u6781\u5bd2\u6761\u4ef6\u4e0b\u7684\u91ce\u5916\u751f\u5b58\u6d4b\u8bd5\u4e2d\uff0c\u914d\u5907\u8be5\u9762\u6599\u5185\u886c\u7684\u6218\u672f\u80cc\u5305\u663e\u8457\u63d0\u9ad8\u4e86\u7269\u8d44\u4fdd\u5b58\u7387\uff0c\u4e14\u5728\u591a\u6b21\u6e05\u6d17\u540e\u4ecd\u4fdd\u6301\u539f\u6709\u6027\u80fd\u3002<\/p>\n 3. \u65e5\u5e38\u901a\u52e4\u4e0e\u65c5\u884c<\/h4>\n\u5bf9\u4e8e\u57ce\u5e02\u901a\u52e4\u8005\u6216\u77ed\u9014\u65c5\u884c\u8005\u800c\u8a00\uff0c\u8fd9\u6b3e\u9762\u6599\u540c\u6837\u8868\u73b0\u51fa\u8272\u3002\u67d0\u6b27\u6d32\u54c1\u724c\u63a8\u51fa\u7684\u5546\u52a1\u80cc\u5305\u91c7\u7528\u6b64\u9762\u6599\u4f5c\u4e3a\u5185\u886c\uff0c\u7528\u6237\u53cd\u9988\u663e\u793a\uff0c\u5373\u4f7f\u5728\u96e8\u5b63\u9891\u7e41\u4f7f\u7528\uff0c\u5305\u5185\u6587\u4ef6\u548c\u7b14\u8bb0\u672c\u7535\u8111\u59cb\u7ec8\u4fdd\u6301\u5e72\u71e5\u3002<\/p>\n \u4ee5\u4e0b\u662f\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u6027\u80fd\u5bf9\u6bd4\uff1a<\/p>\n \n\n\n\u5e94\u7528\u573a\u666f<\/th>\n | \u5173\u952e\u9700\u6c42<\/th>\n | \u5b9e\u9645\u8868\u73b0<\/th>\n<\/tr>\n<\/thead>\n | \n\n\u9ad8\u5c71\u63a2\u9669<\/td>\n | \u9632\u6c34\u3001\u8010\u4f4e\u6e29<\/td>\n | \u5728-30\u00b0C\u73af\u5883\u4e0b\u6301\u7eed\u4f7f\u75287\u5929\u65e0\u95ee\u9898<\/td>\n<\/tr>\n | \n\u6c99\u6f20\u7a7f\u8d8a<\/td>\n | \u8010\u9ad8\u6e29\u3001\u9632\u5c18<\/td>\n | \u7ecf\u8fc750\u2103\u9ad8\u6e29\u8003\u9a8c\uff0c\u5185\u90e8\u7269\u54c1\u5b8c\u597d\u65e0\u635f<\/td>\n<\/tr>\n | \n\u519b\u4e8b\u6551\u63f4<\/td>\n | \u8010\u7528\u3001\u6613\u6e05\u6d01<\/td>\n | \u7ecf\u538610\u6b21\u9ad8\u538b\u6e05\u6d17\u540e\u6027\u80fd\u4e0b\u964d<5%<\/td>\n<\/tr>\n | \n\u65e5\u5e38\u901a\u52e4<\/td>\n | \u9632\u6c34\u3001\u8f7b\u4fbf<\/td>\n | \u8fde\u7eed1\u4e2a\u6708\u6bcf\u65e5\u4f7f\u7528\uff0c\u65e0\u660e\u663e\u78e8\u635f\u8ff9\u8c61<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u901a\u8fc7\u4ee5\u4e0a\u6848\u4f8b\u53ef\u4ee5\u770b\u51fa\uff0c\u8be5\u9762\u6599\u5728\u5404\u79cd\u590d\u6742\u73af\u5883\u4e2d\u5747\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u6027\u80fd\uff0c\u6ee1\u8db3\u4e86\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\u7684\u9700\u6c42\u3002<\/p>\n \n\u56fd\u5185\u5916\u5b66\u672f\u7814\u7a76\u8fdb\u5c55<\/h3>\n1. \u56fd\u5185\u7814\u7a76\u52a8\u6001<\/h4>\n\u8fd1\u5e74\u6765\uff0c\u56fd\u5185\u5b66\u8005\u5728\u529f\u80fd\u6027\u7eba\u7ec7\u54c1\u9886\u57df\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\u3002\u4f8b\u5982\uff0c\u6e05\u534e\u5927\u5b66\u6750\u6599\u79d1\u5b66\u4e0e\u5de5\u7a0b\u5b66\u9662\u7684\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u79cd\u65b0\u578bTPU\u6d82\u5c42\u6280\u672f\uff0c\u663e\u8457\u63d0\u5347\u4e86\u9762\u6599\u7684\u8010\u6c34\u89e3\u6027\u80fd\uff08\u674e\u534e\u7b49\uff0c2021\uff09\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u8be5\u6280\u672f\u4f7f\u9762\u6599\u7684\u4f7f\u7528\u5bff\u547d\u5ef6\u957f\u4e86\u7ea640%\u3002<\/p>\n \u6b64\u5916\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u5316\u5b66\u7814\u7a76\u6240\u7684\u4e00\u9879\u7814\u7a76\u8868\u660e\uff0c\u901a\u8fc7\u4f18\u5316\u57fa\u5e03\u7ea4\u7ef4\u6392\u5217\u65b9\u5f0f\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u9ad8\u9762\u6599\u7684\u8010\u78e8\u6027\u548c\u6297\u6495\u88c2\u80fd\u529b\uff08\u738b\u5f3a\u7b49\uff0c2022\uff09\u3002\u8fd9\u4e00\u53d1\u73b0\u4e3a\u6237\u5916\u88c5\u5907\u7684\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\u3002<\/p>\n 2. \u56fd\u9645\u7814\u7a76\u8d8b\u52bf<\/h4>\n\u56fd\u5916\u76f8\u5173\u7814\u7a76\u540c\u6837\u805a\u7126\u4e8e\u63d0\u5347\u9762\u6599\u7684\u7efc\u5408\u6027\u80fd\u3002\u5fb7\u56fd\u5f17\u52b3\u6069\u970d\u592b\u7814\u7a76\u6240\uff08Fraunhofer Institute\uff09\u63d0\u51fa\u4e86\u4e00\u79cd\u201c\u667a\u80fd\u6d82\u5c42\u201d\u6982\u5ff5\uff0c\u5373\u5728TPU\u6d82\u5c42\u4e2d\u52a0\u5165\u7eb3\u7c73\u7ea7\u6dfb\u52a0\u5242\uff0c\u4ece\u800c\u5b9e\u73b0\u81ea\u4fee\u590d\u529f\u80fd\uff08Schmidt et al., 2021\uff09\u3002\u521d\u6b65\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0c\u8fd9\u79cd\u6d82\u5c42\u5728\u5212\u75d5\u4fee\u590d\u65b9\u9762\u7684\u6548\u7387\u8fbe\u5230\u4e8690%\u4ee5\u4e0a\u3002<\/p>\n \u4e0e\u6b64\u540c\u65f6\uff0c\u7f8e\u56fd\u9ebb\u7701\u7406\u5de5\u5b66\u9662\uff08MIT\uff09\u7684\u7814\u7a76\u56e2\u961f\u6b63\u5728\u63a2\u7d22\u5229\u7528\u751f\u7269\u57fa\u6750\u6599\u66ff\u4ee3\u4f20\u7edf\u77f3\u6cb9\u57fa\u805a\u6c28\u916f\u7684\u53ef\u80fd\u6027\uff08Anderson & Chen, 2022\uff09\u3002\u8fd9\u79cd\u73af\u4fdd\u578b\u9762\u6599\u4e0d\u4ec5\u51cf\u5c11\u4e86\u78b3\u8db3\u8ff9\uff0c\u8fd8\u5177\u5907\u66f4\u9ad8\u7684\u751f\u7269\u964d\u89e3\u6027\u3002<\/p>\n 3. \u5bf9\u6bd4\u5206\u6790<\/h4>\n\u56fd\u5185\u5916\u7814\u7a76\u5404\u6709\u4fa7\u91cd\uff0c\u4f46\u5747\u56f4\u7ed5\u63d0\u5347\u9762\u6599\u6027\u80fd\u5c55\u5f00\u3002\u4e0b\u8868\u603b\u7ed3\u4e86\u4e3b\u8981\u7814\u7a76\u6210\u679c\u7684\u5bf9\u6bd4\uff1a<\/p>\n \n\n\n\u7814\u7a76\u65b9\u5411<\/th>\n | \u56fd\u5185\u6210\u679c<\/th>\n | \u56fd\u9645\u6210\u679c<\/th>\n<\/tr>\n<\/thead>\n | \n\n\u6d82\u5c42\u6280\u672f\u6539\u8fdb<\/td>\n | \u65b0\u578bTPU\u6d82\u5c42\u8010\u6c34\u89e3\u6027\u80fd\u63d0\u5347<\/td>\n | \u667a\u80fd\u6d82\u5c42\u5b9e\u73b0\u81ea\u4fee\u590d\u529f\u80fd<\/td>\n<\/tr>\n | \n\u57fa\u5e03\u4f18\u5316<\/td>\n | \u6539\u8fdb\u7ea4\u7ef4\u6392\u5217\u63d0\u9ad8\u8010\u78e8\u6027<\/td>\n | \u751f\u7269\u57fa\u6750\u6599\u66ff\u4ee3\u4f20\u7edf\u805a\u6c28\u916f<\/td>\n<\/tr>\n | \n\u73af\u4fdd\u6027\u80fd<\/td>\n | \u7b26\u5408REACH\u6cd5\u89c4<\/td>\n | \u5f00\u53d1\u5b8c\u5168\u53ef\u964d\u89e3\u9762\u6599<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u8fd9\u4e9b\u7814\u7a76\u6210\u679c\u4e3a\u6237\u5916\u80cc\u5305\u5185\u886c\u9762\u6599\u7684\u672a\u6765\u53d1\u5c55\u6307\u660e\u4e86\u65b9\u5411\uff0c\u4e5f\u4e3a\u884c\u4e1a\u6807\u51c6\u5316\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n \n | | |