{"id":24183,"date":"2021-03-02T17:59:50","date_gmt":"2021-03-02T09:59:50","guid":{"rendered":"https:\/\/swarma.org\/?p=24183"},"modified":"2021-03-02T17:59:50","modified_gmt":"2021-03-02T09:59:50","slug":"nature%e8%ae%a1%e7%ae%97%e7%a7%91%e5%ad%a6%ef%bc%9a%e5%9c%b0%e7%90%83%e7%b3%bb%e7%bb%9f%e7%a7%91%e5%ad%a6%e7%9a%84%e6%95%b0%e5%ad%97%e9%9d%a9%e5%91%bd","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=24183","title":{"rendered":"Nature\u8ba1\u7b97\u79d1\u5b66\uff1a\u5730\u7403\u7cfb\u7edf\u79d1\u5b66\u7684\u6570\u5b57\u9769\u547d"},"content":{"rendered":"<div class='wxsyncmain'>                                                                                                          <img class=\"rich_pages\" data-backh=\"394\" data-backw=\"578\" data-ratio=\"0.6666666666666666\" data-s=\"300,640\"  data-type=\"jpeg\" data-w=\"960\" style=\"width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;visibility: visible !important;height: auto;\" src=\"\/wp-content\/uploads\/2021\/03\/wxsync-2021-03-ae7142ff8b996750e272ba61081f4c82.jpeg\"  \/><br \/><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/>\u5bfc\u8bed<br \/><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/>\u5bf9\u4e8e\u53d1\u5c55\u53ef\u9760\u7684\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u800c\u8a00\uff0c\u8ba1\u7b97\u79d1\u5b66\u81f3\u5173\u91cd\u8981\u3002\u7136\u800c\uff0c\u5c3d\u7ba1\u62e5\u6709\u6570\u5341\u5e74\u7684\u9ad8\u6027\u80fd\u8ba1\u7b97\u7ecf\u9a8c\uff0c\u4f46\u5728\u540eMoore\/Dennard\u65f6\u4ee3\uff0c\u8fd9\u79cd\u5e94\u7528\u7684\u53ef\u6301\u7eed\u6027\u4ecd\u53d7\u5230\u5bc6\u5207\u5173\u6ce8\u3002\u8fd1\u65e5\u53d1\u8868\u5728 Nature \u65b0\u5b50\u520a Nature&nbsp;Computational Science \u7684\u4e00\u7bc7\u8bba\u6587\uff0c\u8ba8\u8bba\u4e86\u6b64\u9886\u57df\u76ee\u524d\u5b58\u5728\u7684\u9650\u5236\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u578b\u7684\u57fa\u7840\u67b6\u6784\u8bbe\u8ba1\u3002\u8fd9\u79cd\u67b6\u6784\u5177\u6709\u66f4\u597d\u7684\u53ef\u6269\u5c55\u6027\uff0c\u5bf9\u672a\u6765\u7684\u672a\u77e5\u8ba1\u7b97\u67b6\u6784\u5177\u6709\u5f88\u5f3a\u7684\u9002\u7528\u6027\u3002<br \/><img data-type=\"png\" data-ratio=\"0.07314814814814814\" data-w=\"1080\"  style=\"box-sizing: border-box;vertical-align: middle;overflow-wrap: break-word !important;visibility: visible !important;width: 677px !important;\" src=\"\/wp-content\/uploads\/2021\/03\/wxsync-2021-03-e16cd5b776e38a4f6806c73548bdc7d4.png\"  \/>Peter Bauer&nbsp;| \u4f5c\u8005<br \/>\u6c14\u8c61\u6742\u8d27\u94fa | \u6765\u6e90<\/p>\n<div class=\"post-image\"><img class=\"rich_pages\" data-ratio=\"0.5468549422336328\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1558\" style=\"\" src=\"\/wp-content\/uploads\/2021\/03\/wxsync-2021-03-c36e7d2af3421da94cf97338bd5329fd.png\"  \/><\/div>\n<p>\u8bba\u6587\u9898\u76ee\uff1a<br \/>The digital revolution of Earth-system science<\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1a<\/p>\n<p>https:\/\/www.nature.com\/articles\/s43588-021-00023-0<\/p>\n<p>\u5173\u4e8e\u4eba\u7c7b\u6d3b\u52a8\u5bf9\u5927\u6c14\u4e2d\u6e29\u5ba4\u6c14\u4f53\u6d53\u5ea6\u548c\u6c14\u5019\u7cfb\u7edf\u7684\u5f71\u54cd\uff0c\u5df2\u6709\u5927\u91cf\u7684\u79d1\u5b66\u51fa\u7248\u53d1\u8868\u5e76\u8fdb\u884c\u4e86\u89e3\u91ca\u3002\u76ee\u524d\u8d85\u8fc797%\u7684\u5730\u7403\u7cfb\u7edf\u79d1\u5b66\u754c\u5df2\u7ecf\u63a5\u53d7\u4e86\u8fd9\u6837\u7684\u7ed3\u8bba\u2014\u2014\u4eba\u4e3a\u6e29\u5ba4\u6c14\u4f53\u6392\u653e\u9700\u8981\u5728\u51e0\u5341\u5e74\u5185\u5927\u5e45\u5ea6\u51cf\u5c11\uff0c\u4ee5\u907f\u514d\u6c14\u5019\u707e\u96be\u3002\u7531\u4e8e\u76ee\u524d\u81ea\u7136\u707e\u5bb3\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u5f71\u54cd\u5f02\u5e38\u60ca\u4eba\uff0c\u5bf9\u6781\u7aef\u5929\u6c14\uff08\u6bd4\u5982\u70ed\u5e26\u6c14\u65cb\u7684\u6570\u91cf\u548c\u5f3a\u5ea6\u3001\u70ed\u6d6a\u548c\u5e72\u65f1\u540c\u65f6\u53d1\u751f\u7684\u53ef\u80fd\u6027\uff09\u7684\u51c6\u786e\u9884\u6d4b\u9762\u4e34\u975e\u5e38\u5927\u7684\u538b\u529b\u30022010-2019\u5e74\u662f\u8bb0\u5f55\u4ee5\u6765\u635f\u5931\u6700\u4e25\u91cd\u7684\u5341\u5e74\uff0c\u7ecf\u6d4e\u635f\u5931\u8fbe\u52302.98\u4e07\u4ebf\u7f8e\u5143\uff0c\u76f8\u6bd4\u4e8e2000-2009\u5e74\u9ad8\u51fa1.19\u4e07\u4ebf\u7f8e\u5143\u3002\u6781\u7aef\u5929\u6c14\u4ee5\u53ca\u672a\u80fd\u5e94\u5bf9\u7684\u6c14\u5019\u53d8\u5316\u90fd\u662f\u5bf9\u6211\u4eec\u672a\u6765\u9020\u6210\u5f71\u54cd\u7684\u4e3b\u8981\u98ce\u9669\u3002<\/p>\n<p>\u4f46\u8fd9\u4e9b\u635f\u5931\u5e76\u4e0d\u80fd\u5426\u5b9a\u8fc7\u53bb\u51e0\u5341\u5e74\u7531\u4e8e\u89c2\u6d4b\u7cfb\u7edf\u7684\u6539\u5584\u3001\u5bf9\u5730\u7403\u7cfb\u7edf\u4e2d\u53d1\u751f\u548c\u76f8\u4e92\u4f5c\u7528\u7684\u7269\u7406\u8fc7\u7a0b\u66f4\u597d\u7684\u7406\u89e3\u4ee5\u53ca\u5728\u6210\u672c\u51e0\u4e4e\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\u8ba1\u7b97\u6280\u672f\u6027\u80fd\u7684\u6307\u6570\u589e\u957f\u7684\u5171\u540c\u4f5c\u7528\u4e0b\u5929\u6c14\u9884\u6d4b\u65b9\u9762\u7684\u7a33\u6b65\u53d1\u5c55\u3002\u7136\u800c\uff0c\u51fa\u4e8e\u4ee5\u4e0b\u4e24\u4e2a\u539f\u56e0\uff0c\u76ee\u524d\u7684\u53d1\u5c55\u901f\u5ea6\u53d7\u5230\u4e86\u8d28\u7591\u3002<\/p>\n<p>\u4e00\u662f\u6c14\u5019\u53d8\u5316\uff08\u5c24\u5176\u662f\u6781\u7aef\u4e8b\u4ef6\u7684\u5f3a\u5ea6\u548c\u53d1\u751f\u9891\u7387\uff09\u5bf9\u6211\u4eec\u73af\u5883\u7684\u663e\u8457\u5f71\u54cd\u8feb\u5207\u9700\u8981\u653f\u6cbb\u54cd\u5e94\uff0c\u800c\u4e14\u5bf9\u4e8e\u672a\u6765\u6c14\u5019\u53d8\u5316\u66f4\u597d\u7684\u9884\u6d4b\u9700\u8981\u5c3d\u5feb\u53d6\u5f97\u8fdb\u5c55\u3002<\/p>\n<p>\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u7a33\u5b9a\u7684\u8fdb\u5c55\u548c\u98de\u8dc3\u5230\u975e\u5e38\u9ad8\u7684\u5206\u8fa8\u7387\uff0c\u66f4\u771f\u5b9e\u7684\u5448\u73b0\u6240\u6709\u5c3a\u5ea6\u8fc7\u7a0b\u53ca\u5176\u5728\u5927\u6c14\u5c42\u3001\u6d77\u6d0b\u3001\u51b0\u51bb\u5708\u3001\u9646\u5730\u8868\u9762\u548c\u751f\u7269\u5708\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u3002\u8fd9\u79cd\u98de\u8dc3\u5c06\u4e0d\u53ef\u907f\u514d\u5730\u8f6c\u5316\u4e3a\u6211\u4eec\u5bf9\u8ba1\u7b97\u548c\u6570\u636e\u5904\u7406\u80fd\u529b\u9700\u6c42\u7684\u98de\u8dc3\u3002<\/p>\n<p>\u4e8c\u662f\u6570\u636e\u201c\u7206\u70b8\u201d\u6240\u5e26\u6765\u7684\u6311\u6218\u548cDennard\u548cMoore\u5b9a\u5f8b\u7684\u6d88\u4ea1\u8ba9\u6211\u4eec\u91cd\u65b0\u601d\u8003\uff0c\u6211\u4eec\u5728\u5904\u7406\u6781\u7aef\u5c3a\u5ea6\u7684\u5730\u7403\u7cfb\u7edf\u5efa\u6a21\u548c\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u65b9\u5f0f\u3002<\/p>\n<p>Dennard\u7f29\u653e\u6bd4\u4f8b\u5b9a\u5f8b\u8868\u660e\uff0c\u7f29\u5c0f\u6676\u4f53\u7ba1\u7684\u7279\u5f81\u5c3a\u5bf8\u4e5f\u4f1a\u964d\u4f4e\u5b83\u4eec\u7684\u529f\u8017\uff0c\u8fd9\u6837\u5728\u6bcf\u4e00\u4ee3\u5904\u7406\u5668\u7684\u9891\u7387\u53ef\u4ee5\u63d0\u9ad8\uff0c\u800c\u5355\u4f4d\u82af\u7247\u9762\u79ef\u7684\u6563\u70ed\u5374\u5927\u81f4\u4fdd\u6301\u4e0d\u53d8\u300215\u5e74\u524d\uff0cDennard\u5b9a\u5f8b\u5c31\u5df2\u7ecf\u6d88\u4ea1\uff0c\u5e76\u5bfc\u81f4\u4e86&#8221;\u591a\u6838\u5371\u673a&#8221;\u548c\u5e76\u884c\u5904\u7406\u7684\u51fa\u73b0\u3002\u6469\u5c14\u5b9a\u5f8b\u6307\u51fa\uff0c\u6bcf18\u4e2a\u6708\uff0c\u82af\u7247\u4e0a\u7684\u6676\u4f53\u7ba1\u6570\u91cf\u4f1a\u4ee5\u5927\u81f4\u76f8\u540c\u7684\u6210\u672c\u589e\u52a0\u4e00\u500d\uff0c\u4ece\u800c\u63a8\u52a8\u4e86\u8ba1\u7b97\u7ecf\u6d4e\u5b66\u7684\u53d1\u5c55\u3002\u7136\u800c\uff0c\u968f\u7740\u6700\u65b0\u4e00\u4ee3\u82af\u7247\u7684\u51fa\u73b0\uff0c\u6bcf\u4e2a\u6676\u4f53\u7ba1\u7684\u6210\u672c\u5f00\u59cb\u4e0a\u5347\uff0c\u8fd9\u610f\u5473\u7740\u8fd9\u4e00\u5b9a\u5f8b\u7684\u7ec8\u7ed3\u3002\u56e0\u6b64\uff0c\u4e3a\u4e86\u63d0\u9ad8\u6027\u80fd\uff0c\u540c\u65f6\u4fdd\u6301\u6210\u672c\u4e0d\u53d8\uff0c\u9700\u8981\u66f4\u6709\u6548\u5730\u4f7f\u7528\u6676\u4f53\u7ba1\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4ece\u4e0a\u8ff0\u89d2\u5ea6\u51fa\u53d1\uff0c\u63d0\u51fa\u6f5c\u5728\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u9002\u5e94\u6211\u4eec\u76ee\u524d\u7684\u7b97\u6cd5\u6846\u67b6\uff0c\u4ece\u800c\u6700\u597d\u5730\u5229\u7528\u65b0\u7684\u6570\u5b57\u6280\u672f\u5e94\u5bf9\u4e0a\u8ff0\u6311\u6218\u3002\u6211\u4eec\u5c06\u63d0\u51fa\u4e00\u4e2a\u901a\u7528\u7684\u3001\u53ef\u6269\u5c55\u7684\u548c\u9ad8\u6027\u80fd\u7684\u9884\u6d4b\u7cfb\u7edf\u67b6\u6784\u7684\u6982\u5ff5\uff0c\u8fd9\u4e2a\u67b6\u6784\u53ef\u4ee5\u5c06\u6211\u4eec\u7684\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u80fd\u529b\u63d0\u9ad8\u5230\u6240\u9700\u7684\u6c34\u5e73\u3002\u6b64\u5916\uff0c\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u5de5\u5177\u53ef\u4ee5\u52a0\u901f\u8fd9\u4e2a\u6982\u5ff5\u4e2d\u51e0\u4e4e\u6240\u6709\u90e8\u5206\u7684\u8fdb\u5c55\u3002<\/p>\n<p><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/>\u6781\u7aef\u8ba1\u7b97\u7684\u5b8c\u7f8e\u5e94\u7528<br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<p>\u81ea\u4ece\u4e0a\u4e16\u7eaa40\u5e74\u4ee3\u7ea6\u7ff0\u00b7\u51af\u00b7\u8bfa\u4f9d\u66fc\u7684\u201c\u6c14\u8c61\u9879\u76ee\u201d\u4ee5\u6765\uff0c\u5929\u6c14\u9884\u62a5\u4e00\u76f4\u662f\u6570\u503c\u8ba1\u7b97\u673a\u6a21\u62df\u7684\u5f00\u521b\u6027\u5e94\u7528\u3002\u81ea\u90a3\u65f6\u4ee5\u6765\u5df2\u7ecf\u53d6\u5f97\u4e86\u5f88\u591a\u6210\u5c31\uff0c\u4eca\u5929\u7684\u5168\u7403\u8fd0\u884c\u9884\u6d4b\u80fd\u5728\u4e00\u4e2a\u5c0f\u65f6\u5185\u5b8c\u6210\uff0c\u8fd9\u4e9b\u6a21\u5f0f\u5305\u62ec\u7ea61000\u4e07\u4e2a\u7f51\u683c\u70b9\u3001100\u4e2a\u5782\u76f4\u5c42\u548c10\u4e2a\u9884\u6d4b\u53d8\u91cf\uff0c\u6bcf\u5929\u4f7f\u75281\u4ebf\u4e2a\u89c2\u6d4b\u6570\u636e\u8fdb\u884c\u521d\u59cb\u5316\u3002\u8fd9\u4e9b\u8ba1\u7b97\u8fd0\u884c\u5728\u7f8e\u56fd\u3001\u4e9a\u6d32\u548c\u6b27\u6d32\u4f9b\u5e94\u5546\u63d0\u4f9b\u7684\u6570\u767e\u4e2a\u901a\u7528\u4e2d\u592e\u5904\u7406\u5668(CPU)\u8282\u70b9\u4e0a\u3002\u5c3d\u7ba1\u4e3a\u4e86\u9884\u6d4b\u72b6\u6001\u548c\u4e0d\u786e\u5b9a\u6027\uff0c\u8fd0\u884c\u96c6\u5408\u6a21\u62df\u7684\u9700\u8981\u4f7f\u8ba1\u7b97\u548c\u6570\u636e\u8d1f\u62c5\u6210\u500d\u589e\u52a0\uff0c\u4f46\u5df2\u88ab\u8bc1\u660e\u5bf9\u51b3\u7b56\u975e\u5e38\u6709\u5229\u3002<\/p>\n<p><img class=\"rich_pages\" data-ratio=\"0.32416666666666666\" data-s=\"300,640\" data-type=\"png\" data-w=\"2400\"  style=\"box-sizing: border-box !important;overflow-wrap: break-word !important;width: 750px !important;visibility: visible !important;\" src=\"\/wp-content\/uploads\/2021\/03\/wxsync-2021-03-fbdc6fa59df59dc3d2d8b63a29367fd8.png\"  \/><br \/>\u56fe1 \u4e1a\u52a1\u6570\u503c\u5929\u6c14\u9884\u62a5\u7684\u5178\u578b\u5de5\u4f5c\u6d41\u7a0b<br \/>(1) \u5927\u5bb9\u91cf\u9ad8\u9891\u7387\u89c2\u6d4b\u6570\u636e\u7684\u83b7\u53d6\u548c\u9884\u5904\u7406&nbsp;(2) \u6a21\u5f0f\u8d44\u6599\u540c\u5316\u4e3a\u9884\u62a5\u751f\u6210\u521d\u59cb\u6761\u4ef6&nbsp;<br \/>(3) \u5730\u7403\u7cfb\u7edf\u6a21\u5f0f\u751f\u6210\u9884\u6d4b&nbsp;(4) \u6839\u636e\u5929\u6c14\u548c\u6c14\u5019\u4fe1\u606f\u7528\u6237\u9700\u6c42\u751f\u6210\u9884\u6d4b\u4ea7\u54c1&nbsp;<br \/>(5) \u539f\u59cb\u8f93\u51fa\u548c\u7f51\u7edc\u4ea7\u54c1\u7684\u5206\u53d1(6) \u957f\u671f\u5b58\u6863\u4ee5\u4fbf\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\u548c\u6027\u80fd\u8bca\u65ad&nbsp;<br \/>(7) \u7279\u5b9a\u7528\u6237\u5e94\u7528\u548c\u6570\u636e\u9a71\u52a8\u5206\u6790<\/p>\n<p>\u56fe1\u5c55\u793a\u4e86\u4e1a\u52a1\u6570\u503c\u5929\u9884\u62a5\u5de5\u4f5c\u6d41\u7a0b\u7684\u5404\u8981\u7d20\uff0c\u5176\u4e2d\u6b65\u9aa42-4\u662f\u8ba1\u7b97(\u5343\u5146\u6b21\u6d6e\u70b9\u8fd0\u7b97)\u548c\u6570\u636e(\u6bcf\u5929100tb)\u5bc6\u96c6\u578b\u8fc7\u7a0b\u3002\u5929\u6c14\u6a21\u62df\u4e0e\u6c14\u5019\u6a21\u62df\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0c\u5929\u6c14\u6a21\u62df\u5728\u6bcf\u5929\u7684\u7279\u5b9a\u65f6\u95f4\u4ee5\u7a81\u53d1\u6a21\u5f0f(burst mode)&nbsp;\u8fdb\u884c\uff0c\u800c\u6c14\u5019\u9884\u6d4b\u5219\u4ee5\u7a33\u5b9a\u751f\u6210\u6a21\u5f0f(steady-production mode)&nbsp;\u8fdb\u884c\uff0c\u4ee5\u5b8c\u6210\u6570\u5341\u5e74\u3001\u767e\u5e74\u548c\u5343\u5e74\u7684\u6c14\u5019\u9884\u6d4b\u3002<\/p>\n<p>\u8003\u8651\u5230\u8ba1\u7b97\u65b9\u9762\u7684\u9650\u5236\uff0c\u5929\u6c14\u548c\u6c14\u5019\u6a21\u578b\u5728\u8fc7\u53bb\u51e0\u5341\u5e74\u4e2d\u5206\u9053\u626c\u9573: \u6c14\u5019\u6a21\u578b\u9700\u8981\u4ee3\u8868\u5c01\u95ed\u548c\u7a33\u5b9a\u7684\u80fd\u91cf\u3001\u6c34\u548c\u7ec4\u6210\u5faa\u73af\uff0c\u800c\u727a\u7272\u4e86\u5c0f\u5c3a\u5ea6\u8fc7\u7a0b\u7684\u7ec6\u8282; \u53e6\u4e00\u65b9\u9762\uff0c\u5929\u6c14\u6a21\u578b\u9700\u8981\u8fd9\u79cd\u7a0b\u5ea6\u7684\u7ec6\u8282\uff0c\u4ee5\u4fbf\u5728\u5c40\u90e8\u8fdb\u884c\u51c6\u786e\u7684\u9884\u62a5\uff0c\u4f46\u6392\u9664\u90a3\u4e9b\u5728\u65e5-\u5b63\u8282\u5c3a\u5ea6\u4e0a\u4e0e\u5929\u6c14\u5173\u7cfb\u4e0d\u5927\u7684\u5730\u7403\u7cfb\u7edf\u8fc7\u7a0b\u3002\u6bd4\u5982\uff0c\u6c34\u5faa\u73af\u7684\u7cbe\u786e\u63cf\u8ff0\u5bf9\u4e8e\u5929\u6c14\u548c\u6c14\u5019\u6a21\u5f0f\u800c\u8a00\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u800c\u78b3\u5faa\u73af\u4ec5\u5bf9\u4e8e\u6c14\u5019\u65f6\u95f4\u5c3a\u5ea6\u6bd4\u8f83\u91cd\u8981\u3002\u76ee\u524d\u5b66\u754c\u5df2\u7ecf\u9010\u6e10\u610f\u8bc6\u5230\u5c0f\u5c3a\u5ea6\u8fc7\u7a0b\u5bf9\u4e8e\u6c14\u5019\u9884\u6d4b\u7684\u91cd\u8981\u6027\u4ee5\u53ca\u6c14\u5019\u9884\u6d4b\u5bf9\u4e8e\u5929\u6c14\u9884\u6d4b\u7684\u91cd\u8981\u6027\uff0c\u5e76\u5df2\u7ecf\u5f00\u59cb\u534f\u540c\u53d1\u5c55\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u66f4\u9ad8\u5206\u8fa8\u7387\u7684\u5730\u7403\u7cfb\u7edf\u6a21\u5f0f\uff0c\u540c\u65f6\u8981\u5904\u7406\u5730\u7403\u7cfb\u7edf\u7684\u590d\u6742\u6027\u3002<\/p>\n<p>\u5728\u76ee\u524d\u6700\u5feb\u7684\u8d85\u7b97\u4e0a\u5c06\u8ba1\u7b97\u80fd\u529b\u6269\u5c55\u5230\u6781\u9650\uff0c\u6211\u4eec\u53ef\u4ee5\u6bd4\u8f83\u9ad8\u5206\u8fa8\u7387\u6a21\u62df\u548c\u771f\u5b9e\u89c2\u6d4b\u7a76\u7adf\u6709\u591a\u63a5\u8fd1\u4ee5\u53ca\u73b0\u6709\u4ee3\u7801\u5bf9\u8ba1\u7b97\u7684\u5f71\u54cd\u6709\u591a\u5927\uff08\u56fe2\uff09\u3002\u8fd9\u4e9b\u5b9e\u9a8c\u8868\u660e\uff0c\u4ec5\u7528\u4e8e\u9884\u62a5\u800c\u8a00\uff0c\u8fd9\u4e9b\u8ba1\u7b97\u673a\u65e0\u6cd5\u63d0\u4f9b\u5168\u8026\u5408\u5730\u7403\u7cfb\u7edf\u6a21\u5f0f\u9ad8\u5206\u8fa8\u7387\u6a21\u62df\u6240\u9700\u7684\u541e\u5410\u91cf\uff0c\u800c\u4e14\u4e5f\u65e0\u6cd5\u6709\u6548\u7684\u5904\u7406\u8fd9\u4e9b\u6a21\u62df\u6240\u4ea7\u751f\u7684\u6570\u636e\u3002\u8fd9\u4f7f\u5f97\u672a\u6765\u6781\u7aef\u5c3a\u5ea6\u7684\u5929\u6c14\u548c\u6c14\u5019\u6a21\u62df\u4ee5\u53ca\u6570\u636e\u5904\u7406\u6210\u4e3a\u4e00\u4e2a\u6311\u6218\u3002<\/p>\n<p><img class=\"rich_pages\" data-ratio=\"0.4268440145102781\" data-s=\"300,640\" data-type=\"png\" data-w=\"1654\"  style=\"box-sizing: border-box !important;overflow-wrap: break-word !important;width: 520px !important;visibility: visible !important;\" src=\"\/wp-content\/uploads\/2021\/03\/wxsync-2021-03-5de1f0eb4ae8304fe0fbc4366e38379b.png\"  \/><br \/>\u56fe2 \u89c2\u6d4b\u548c\u6a21\u62df\u536b\u661f\u56fe\u50cf\u5bf9\u6bd4<br \/>\u5de6\u4fa7\u536b\u661f\u6570\u636e\u4e3a Meteosat\u7b2c\u4e8c\u4ee3\u65cb\u8f6c\u589e\u5f3a\u53ef\u89c1\u5149\u548c\u7ea2\u5916\u56fe\u50cf<br \/>\u53f3\u4fa7\u4e3aECMWF IFS 1km\u5206\u8fa8\u7387\u6a21\u62df\u7ed3\u679c<\/p>\n<p>\u6c14\u5019\u53d8\u5316\u7684\u7d27\u8feb\u6027\u548c\u6bd4\u8fc7\u53bb\u66f4\u5feb\u5730\u53d6\u5f97\u8fdb\u5c55\u7684\u5fc5\u8981\u6027\uff0c\u4e0d\u4ec5\u4ec5\u662f\u9884\u62a5\u6a21\u5f0f\u7684\u5347\u7ea7\u3002\u4e3a\u4e86\u5efa\u7acb\u4e00\u4e2a\u652f\u6301\u653f\u7b56\u548c\u51b3\u7b56\u7684\u4fe1\u606f\u7cfb\u7edf\uff0c\u56fe1\u6240\u793a\u7684\u5de5\u4f5c\u6d41\u7a0b\u9700\u8981\u6269\u5c55\u5230\u4f9d\u8d56\u5929\u6c14\u548c\u6c14\u5019\u7684\u5e94\u7528\uff0c\u5982\u80fd\u6e90\u3001\u7cae\u98df\u3001\u6c34\u548c\u707e\u5bb3\u7ba1\u7406\uff0c\u5e76\u589e\u52a0\u7075\u6d3b\u6027\u4ee5\u6d4b\u8bd5\u79d1\u5b66\u548c\u793e\u4f1a\u7ecf\u6d4e\u60c5\u666f\u3002\u8fd9\u79cd\u4fe1\u606f\u7cfb\u7edf\u88ab\u79f0\u4e3a\u6570\u5b57\u5b6a\u751f\u7cfb\u7edf&nbsp;(\u89c1\u539f\u6587Box1)\u3002\u5b6a\u751f\u7cfb\u7edf\u901a\u8fc7\u6a21\u62df\u548c\u89c2\u6d4b\u5e76\u901a\u8fc7\u5145\u5206\u6574\u5408\u5730\u7403\u7cfb\u7edf\u4e2d\u7684\u884c\u4e1a\u548c\u4eba\u7c7b\u884c\u4e3a\u7684\u5f71\u54cd\uff0c\u751f\u6210\u771f\u5b9e\u4e16\u754c\u7684\u6570\u5b57\u590d\u523b\u3002\u968f\u7740\u7b2c\u56db\u6b21\u5de5\u4e1a\u9769\u547d\u80cc\u666f\u4e0b\u7f51\u7edc\u5b9e\u4f53\u7cfb\u7edf(cyber-physical systems)&nbsp;\u7684\u51fa\u73b0\uff0c\u8fd9\u4e00\u6982\u5ff5\u6b63\u8d8a\u6765\u8d8a\u591a\u5730\u5e94\u7528\u4e8e\u5de5\u7a0b\u4ee5\u5916\u7684\u5176\u4ed6\u9886\u57df&#8211;\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u3002<\/p>\n<p><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/>\u4ee3\u7801\u9002\u5e94\u65b0\u6280\u672f<br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><br style=\"max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;\"  \/><\/p>\n<p>\u6301\u7eed\u7f16\u7801\u9002\u5e94\u65b0\u5174\u6280\u672f\u53ef\u4ee5\u8ffd\u6eaf\u523020\u4e16\u7eaa70\u5e74\u4ee3\uff0c\u5f53\u65f6\u8d85\u7ea7\u8ba1\u7b97\u673a\u5df2\u7ecf\u5546\u4e1a\u5316\uff0c\u5e76\u88ab\u9884\u6d4b\u4e2d\u5fc3\u4f7f\u7528\u3002\u6280\u672f\u4e0a\u7684\u4e3b\u8981\u7834\u574f\u6070\u597d\u53d1\u751f\u5728\u6a21\u5f0f\u5927\u5e45\u63d0\u9ad8\u7a7a\u95f4\u5206\u8fa8\u7387\u7684\u65f6\u671f\uff0c\u8fd9\u5f97\u76ca\u4e8e\u5e76\u884c\u7684\u5927\u5e45\u5ea6\u589e\u5f3a\u3002\u4ece\u90a3\u65f6\u8d77\uff0c\u8fd9\u4e9b\u4ee3\u7801\u5c31\u53d7\u76ca\u4e8e\u6469\u5c14\u5b9a\u5f8b\u548c\u4e39\u7eb3\u5fb7\u5b9a\u6807\uff0c\u6ca1\u6709\u53d7\u5230\u592a\u591a\u538b\u529b\u53bb\u4ece\u6839\u672c\u4e0a\u4fee\u6539\u6570\u503c\u65b9\u6cd5\u548c\u7f16\u7a0b\u8303\u5f0f\u3002<\/p>\n<p>\u8fd9\u5bfc\u81f4\u4e86\u975e\u5e38\u5927\u7684\u9057\u7559\u4ee3\u7801\uff0c\u4e3b\u8981\u662f\u7531\u79d1\u5b66\u65b9\u9762\u7684\u8003\u8651\u9a71\u52a8\u7684\uff0c\u7559\u7ed9\u8ba1\u7b97\u79d1\u5b66\u521b\u65b0\u7684\u7a7a\u95f4\u975e\u5e38\u5c0f\u3002\u5176\u7ed3\u679c\u662f\uff0c\u8fd9\u79cd\u4ee3\u7801\u5728\u5f53\u4eca\u7684 CPU \u673a\u5668\u4e0a\u53ea\u80fd\u5b9e\u73b0\u7ea65% \u7684\u6301\u7eed\u6d6e\u70b9\u6027\u80fd\uff0c\u53ea\u8981 CPU \u6280\u672f\u5728\u65f6\u949f\u901f\u5ea6\u3001\u5185\u5b58\u5927\u5c0f\u548c\u8bbf\u95ee\u901f\u5ea6\u65b9\u9762\u5b9e\u73b0\u6307\u6570\u7ea7\u6027\u80fd\u589e\u957f\uff0c\u5c31\u8db3\u591f\u4e86\u3002\u73b0\u5728\uff0c\u968f\u7740\u8fd9\u79cd\u589e\u957f\u505c\u6b62\u548c\u80fd\u6e90\u6210\u672c\u4e0a\u5347\uff0c\u4e00\u4e2a\u8ba1\u7b97\u201c\u9e3f\u6c9f\u201d\u9690\u7ea6\u51fa\u73b0\uff0c\u6211\u4eec\u5fc5\u987b\u514b\u670d\u8fd9\u4e2a\u9e3f\u6c9f\uff0c\u4ee5\u63d0\u4f9b\u66f4\u597d\u548c\u66f4\u5177\u6210\u672c\u6548\u76ca\u7684\u9884\u6d4b\u3002<\/p>\n<p>\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u5c06\u7a7a\u95f4\u548c\u65f6\u95f4\u5206\u8fa8\u8fc7\u7a0b\u7684\u7269\u7406\u65b9\u7a0b\u7ec4\u79bb\u6563\u5316\uff0c\u5e76\u5bf9\u4e91\u5fae\u7269\u7406\u5b66\u548c\u6e4d\u6d41\u7b49\u5f71\u54cd\u5206\u8fa8\u5c3a\u5ea6\u9884\u6d4b\u53d8\u91cf\u7684\u65e0\u6cd5\u89e3\u6790\u8fc7\u7a0b\u4f7f\u7528\u53c2\u6570\u5316\u3002\u540c\u6837\u7684\u60c5\u51b5\u4e5f\u9002\u7528\u4e8e\u6570\u636e\u540c\u5316\uff0c\u5b83\u7684\u8ba1\u7b97\u6027\u80fd\u4e3b\u8981\u7531\u9884\u62a5\u6a21\u578b\u548c\u4ee3\u8868\u6d77\u6d0b\u8fc7\u7a0b\u3001\u8868\u9762\u6ce2\u3001\u6d77\u51b0\u3001\u9646\u5730\u8868\u9762\u5305\u62ec\u690d\u88ab\u7b49\u5730\u7403\u7cfb\u7edf\u7684\u8026\u5408\u7ec4\u4ef6\u9a71\u52a8\u3002\u4e0d\u540c\u7684\u79bb\u6563\u5316\u9009\u62e9\u610f\u5473\u7740\u4e0d\u540c\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f\u5177\u6709\u7279\u5b9a\u7684\u5185\u5b58\u8bbf\u95ee\u548c\u6570\u636e\u901a\u4fe1\u6a21\u5f0f\u3002\u65f6\u95f4\u6b65\u957f\u672c\u8eab\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6210\u672c\u56e0\u7d20\uff0c\u53d6\u51b3\u4e8e\u79bb\u6563\u5316\u7684\u9009\u62e9\uff0c\u4f46\u4e5f\u53d7\u5230\u95ee\u9898\u7684\u975e\u7ebf\u6027\u4ee5\u53ca\u9700\u8981\u89e3\u51b3\u7684\u8fd0\u52a8\u7c7b\u578b\u548c\u901f\u5ea6\u7684\u9650\u5236\u3002<\/p>\n<p>\u5728\u8fc7\u53bb\u7684\u5341\u5e74\u91cc\uff0c\u5df2\u7ecf\u6709\u51e0\u4e2a\u9879\u76ee\u65e8\u5728\u5927\u5e45\u5ea6\u52a0\u5feb\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u4ee3\u7801\u57fa\u7840\u8bbe\u65bd\u7684\u5efa\u8bbe\u3002\u7136\u800c\uff0c\u6709\u4eba\u4f1a\u79f0\u8fd9\u4e9b\u6539\u8fdb\u4e3a\u201c\u4f20\u7edf\u7684\u201d\uff0c\u56e0\u4e3a\u5b83\u4eec\u907f\u514d\u89e6\u53ca\u57fa\u672c\u7684\u7b97\u6cd5\u6982\u5ff5\uff0c\u800c\u662f\u6cbf\u7740\u5df2\u77e5\u7684\u79d1\u5b66\u8f6f\u4ef6\u5f00\u53d1\u8def\u5f84\u5de5\u4f5c\u3002\u8fd9\u4e9b\u4ee3\u7801\u4e3b\u8981\u7531\u79d1\u5b66\u5bb6\u7f16\u5199\uff0c\u7136\u540e\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u901a\u8fc7\u9010\u6b65\u91cd\u6784\u4ee3\u7801\u63d0\u53d6\u6027\u80fd\uff0c\u901a\u5e38\u6539\u8fdb\u5185\u5b58\u548c\u901a\u4fe1\u5904\u7406\uff0c\u901a\u8fc7\u5f15\u5165\u4ee3\u7801\u6307\u4ee4\u5229\u7528\u5e76\u884c\u6027\u548c\u57fa\u4e8e\u6807\u51c6\u7f16\u7a0b\u6a21\u578b\u7684\u5411\u91cf\u5316\u3002<\/p>\n<p>\u6700\u8fd1\uff0c\u4e3a\u4e86\u63d0\u9ad8\u5e26\u5bbd\u548c\u8ba1\u7b97\u541e\u5410\u91cf\uff0c\u7814\u7a76\u4e86\u5c06\u7cbe\u5ea6\u964d\u4f4e\u5230\u53cc\u7cbe\u5ea6\u7f3a\u7701\u503c\u4ee5\u4e0b\u7684\u9009\u62e9\u3002\u5728\u4e00\u4e2a\u590d\u6742\u7684\u975e\u7ebf\u6027\u5929\u6c14\u6a21\u578b\u4e2d\uff0c\u4f4e\u4e8e\u5355\u4e00\u7cbe\u5ea6\u7684\u7cbe\u5ea6\u964d\u4f4e\u662f\u975e\u5e73\u51e1\u7684\u3002\u53e6\u4e00\u4e2a\u9014\u5f84\u662f\u63d0\u9ad8\u4e0d\u540c\u6a21\u578b\u5b50\u7ec4\u4ef6\u7684\u5e76\u53d1\u6267\u884c\uff0c\u4ece\u800c\u6253\u7834\u4e86\u4f20\u7edf\u7684\u3001\u4e25\u683c\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u7269\u7406\u8fc7\u7a0b\u8ba1\u7b97\u7684\u987a\u5e8f\u6267\u884c\u3002\u5728\u6d77\u51b0\u548c\u6d77\u6d0b\u52a8\u529b\u5b66\u8ba1\u7b97\u5171\u540c\u6267\u884c\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e5f\u662f\u76f8\u5173\u7684\u3002\u66f4\u4e00\u822c\u5730\u8bf4\uff0c\u91cd\u53e0\u8ba1\u7b97\u548c\u6570\u636e\u4f20\u8f93\u53ef\u4ee5\u52a0\u901f\u4e25\u91cd\u4f9d\u8d56\u6570\u636e\u901a\u4fe1\u7684\u4e2a\u522b\u6570\u503c\u7b97\u6cd5\uff0c\u6216\u8005\u52a0\u901f\u6570\u636e\u5206\u6790\u548c\u540e\u5904\u7406\u4e0e\u6a21\u578b\u540c\u65f6\u8fd0\u884c\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u5c06\u8ba1\u7b97\u5bc6\u96c6\u578b\u7684\u4ee3\u7801\u90e8\u5206\u79fb\u690d\u5230\u65b0\u7684\u4f53\u7cfb\u7ed3\u6784\u4e2d\uff0c\u6bd4\u5982\u652f\u6301 GPU \u52a0\u901f\u7684\u7cfb\u7edf\u548c\u591a\u6838\u5904\u7406\u5668\uff0c\u5df2\u7ecf\u53d6\u5f97\u4e86\u826f\u597d\u7684\u6548\u679c\uff0c\u4f46\u662f\u901a\u5e38\u9700\u8981\u8d39\u529b\u5730\u91cd\u5199\u4ee3\u7801\u3002\u65e9\u671f\u57fa\u4e8e Fortran \u5230 CUDA \u7684\u6e90\u5230\u6e90\u8f6c\u6362\u6210\u529f\u5730\u4f7f\u5f97\u7f8e\u56fd\u56fd\u5bb6\u6d77\u6d0b\u548c\u5927\u6c14\u7ba1\u7406\u5c40\u7684\u5168\u7403\u975e\u9759\u529b\u4e8c\u5341\u9762\u4f53\u6a21\u578b(NIM)\u53ef\u4ee5\u8de8\u591a\u79cd\u67b6\u6784\u79fb\u690d\uff0c\u5305\u62ec NVDIA GPU\u3002\u91cd\u5199\u4e86\u5c0f\u5c3a\u5ea6\u6a21\u578b\u8054\u76df(COSMO)\u7684\u52a8\u529b\u6838\u5fc3\u4ee5\u53ca\u7269\u7406\u53c2\u91cf\u5316\u7684\u79fb\u690d\uff0c\u5f62\u6210\u4e86\u7b2c\u4e00\u4e2a\u5728GPU\u52a0\u901f\u7cfb\u7edf\u4e0a\u8fd0\u884c\u7684\u5b8c\u5168\u53ef\u64cd\u4f5c\u7684\u3001\u6709\u9650\u533a\u57df\u7684\u6c14\u5019\u548c\u5929\u6c14\u6a21\u578b\u3002\u76ee\u524d\u7f8e\u56fd\u80fd\u6e90\u90e8\u7684\u767e\u4e07\u5146\u7b49\u7ea7\u8fd0\u7b97\/\u5730\u7403\u7cfb\u7edf\u9879\u76ee(ECP)\u5728\u8fdb\u884c\u4e2d\uff0c\u8be5\u9879\u76ee\u65e8\u5728\u5c06\u80fd\u6e90 Exascale \u5730\u7403\u7cfb\u7edf\u6a21\u578b(ESMD\/E3SM)\u6f14\u5316\u4e3a\u65b0\u9896\u7684\u8ba1\u7b97\u7ed3\u6784\u3002\u7f8e\u56fd\u56fd\u5bb6\u5927\u6c14\u7814\u7a76\u4e2d\u5fc3(NCAR)\u7684\u9ad8\u5206\u8fa8\u7387\u7248\u672c\u7684\u793e\u533a\u5730\u7403\u7cfb\u7edf\u6a21\u578b(CESM)\u4ee3\u7801\u5df2\u5e7f\u6cdb\u9002\u5e94\u548c\u4f18\u5316\u7684\u5f02\u6784\u7ba1\u7406\/\u8ba1\u7b97\u5904\u7406\u5143\u7d20\u5728 Sunway \u592a\u6e56\u4e4b\u5149\u8d85\u7ea7\u8ba1\u7b97\u673a\u4f53\u7cfb\u7ed3\u6784\u3002\u6b64\u5916\uff0c\u82f1\u56fd\u6c14\u8c61\u5c40(Met Office)\u6b63\u5728\u9886\u5bfc\u82f1\u56fd\u7684\u4e00\u4e2a\u5927\u578b\u9879\u76ee\uff0c\u4ee5\u5b9e\u65bd\u7edf\u4e00\u6a21\u578b(Unified Model\uff0cUM)\u7684\u540e\u7eed\u9879\u76ee\uff0c\u8fd9\u6837\u4e00\u6765\uff0c\u4efb\u4f55\u53ef\u60f3\u8c61\u7684\u672a\u6765\u67b6\u6784\u90fd\u53ef\u4ee5\u5f97\u5230\u652f\u6301\u3002\u5728\u65e5\u672c\uff0c\u9ad8\u5206\u8fa8\u7387\u5efa\u6a21\u548c\u5927\u578b\u6570\u636e\u540c\u5316\u96c6\u6210\u6280\u672f\u7684\u53d1\u5c55\u6253\u7834\u4e86\u4e16\u754c\u4e0a\u6700\u5927\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\u8bbe\u65bd\u7684\u7c7b\u4f3c\u969c\u788d\u3002\u4e0b\u9762\u7684\u73b0\u4ee3\u4ee3\u7801\u8bbe\u8ba1\u5b9e\u8df5\u53ef\u80fd\u4f1a\u4ece\u8fd9\u4e9b\u5de5\u4f5c\u4e2d\u4ea7\u751f\u3002<\/p>\n<p><br  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\u5e93\uff0c\u6240\u6709\u7684\u6027\u80fd\u53ef\u79fb\u690d\u6027\u5728\u80fd\u6e90\u6548\u7387\uff0c\u8111\u6d77\u4e2d\u7684\u5f02\u6784\u786c\u4ef6\u3002\u8fd9\u589e\u52a0\u4e86\u4ee3\u7801\u751f\u6210\u5de5\u5177\u7684\u6d41\u884c\u7a0b\u5ea6\uff0c\u5e76\u5728\u672a\u6765\u7684\u6a21\u578b\u5f00\u53d1\u4e2d\u5bf9\u7ed3\u6784\u548c\u5173\u6ce8\u70b9\u5206\u79bb\u8fdb\u884c\u4e86\u6839\u672c\u6027\u7684\u91cd\u65b0\u601d\u8003\uff0c\u627f\u8bfa\u4e86\u4e00\u6761\u5f7b\u5e95\u6539\u5199\u73b0\u6709\u5355\u5757\u548c\u9886\u57df\u7279\u5b9a\u4ee3\u7801\u7684\u9014\u5f84\u3002\u9664\u4e86 CPU \u548c GPU\uff0c\u8fd9\u79cd\u65b9\u6cd5\u8fd8\u652f\u6301\u4e13\u95e8\u7684\u6570\u636e\u6d41\u5904\u7406\u5668\uff0c\u5982\u73b0\u573a\u53ef\u7f16\u7a0b\u95e8\u9635\u5217(FPGA)\u6216\u5e94\u7528\u4e13\u7528\u96c6\u6210\u7535\u8def(ASIC)\u3002<\/p>\n<p>\u673a\u5668\u5b66\u4e60<\/p>\n<p>\u5c3d\u7ba1\u6700\u8fd1\u673a\u5668\u5b66\u4e60\u9879\u76ee\u7eb7\u81f3\u6c93\u6765\uff0c\u4f46\u4ecd\u96be\u4ee5\u9884\u6d4b\u673a\u5668\u5b66\u4e60\u7684\u5e94\u7528\u5c06\u5982\u4f55\u5f71\u54cd\u672a\u6765\u5929\u6c14\u548c\u6c14\u5019\u6a21\u578b\u7684\u53d1\u5c55\u3002&nbsp;\u6709\u4e00\u4e9b\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u5efa\u7acb\u9884\u6d4b\u6a21\u578b\u7684\u65b9\u6cd5\u6218\u80dc\u4e86\u73b0\u6709\u7684\u9884\u6d4b\u7cfb\u7edf\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u975e\u5e38\u77ed\u7684\uff08\u6bd4\u5982\u77ed\u4e34\u9884\u62a5\uff09\u548c\u975e\u5e38\u957f\u7684\uff08\u6bd4\u5982\u591a\u5b63\u8282\uff09\u9884\u62a5\uff0c\u4e5f\u53ef\u4ee5\u7528\u4e8e\u4e2d\u671f\u9884\u6d4b\u3002\u7136\u800c\uff0c\u5927\u591a\u6570\u5929\u6c14\u548c\u6c14\u5019\u754c\u4eba\u58eb\u4ecd\u7136\u5bf9\u4f7f\u7528\u9ed1\u5323\u5b50\u7684\u6df1\u5ea6\u5b66\u4e60\u9884\u62a5\u7cfb\u7edf\u6301\u6000\u7591\u6001\u5ea6\u3002\u6df1\u5ea6\u5b66\u4e60\u5de5\u5177\u7684\u9884\u6d4b\u65e8\u5728\u6df7\u5408\u5efa\u6a21\u65b9\u6cd5\uff0c\u5c06\u7269\u7406\u8fc7\u7a0b\u6a21\u578b\u4e0e\u6570\u636e\u9a71\u52a8\u7684\u673a\u5668\u5b66\u4e60\u5de5\u5177\u7684\u591a\u529f\u80fd\u6027\u76f8\u7ed3\u5408\uff0c\u4ee5\u8fbe\u5230\u6700\u4f73\u6548\u679c\u3002<\/p>\n<p>\u65e0\u8bba\u5982\u4f55\u673a\u5668\u5b66\u4e60\u90fd\u4f1a\u4e00\u76f4\u5b58\u5728\u4e0b\u53bb\uff0c\u5e76\u4e14\u5df2\u7ecf\u5bf9\u56fe1\u4e2d\u9884\u6d4b\u5de5\u4f5c\u6d41\u7a0b\u7684\u6240\u6709\u7ec4\u6210\u90e8\u5206\u7684\u53d1\u5c55\u4ea7\u751f\u4e86\u663e\u8457\u7684\u5f71\u54cd\uff0c\u4f8b\u5982\uff0c\u77ed\u4e34\u9884\u62a5\u548c\u89c2\u6d4b\u5904\u7406\u3001\u6570\u636e\u540c\u5316\u3001\u9884\u6d4b\u6a21\u578b(\u7528\u4e8e\u6a21\u62df\u53c2\u6570\u5316\u65b9\u6848\u548c\u53c2\u6570\u8c03\u6574)\u4ee5\u53ca\u540e\u5904\u7406(\u4f8b\u5982\uff0c\u5728\u7279\u5f81\u68c0\u6d4b\u3001\u964d\u5c3a\u5ea6\u5e94\u7528\u4ee5\u53ca\u4e0d\u786e\u5b9a\u6027\u91cf\u5316)\u3002<\/p>\n<p>\u5c3d\u7ba1\u5982\u6b64\uff0c\u673a\u5668\u5b66\u4e60\u5bf9\u5929\u6c14\u548c\u6c14\u5019\u5efa\u6a21\u7684\u5f71\u54cd\u8d85\u8d8a\u4e86\u6539\u8fdb\u9884\u6d4b\u7cfb\u7edf\u7684\u5de5\u5177\u7684\u5f00\u53d1\u3002\u4eba\u5de5\u667a\u80fd\u662f\u4e00\u4e2a\u4ef7\u503c\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u5e02\u573a\uff0c\u662f\u6574\u4e2a\u8d85\u7ea7\u8ba1\u7b97\u673a\u5e02\u573a\u4ef7\u503c\u7684\u500d\u6570\uff0c\u800c\u673a\u5668\u5b66\u4e60\u5728\u672a\u6765\u5c06\u7ee7\u7eed\u5bf9\u786c\u4ef6\u53d1\u5c55\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u3002&nbsp;\u867d\u7136\u8054\u5408\u8bbe\u8ba1\u7684\u5904\u7406\u5668\u662f\u4e3a\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u7684\u30fc\u30fc\u4f8b\u5982 TPU \u5904\u7406\u5668(TPU)\u30fc\u30fc\u4f46\u662f\u4e00\u822c\u9ad8\u6027\u80fd\u8ba1\u7b97\u673a\u5e02\u573a\u7684\u5546\u54c1\u786c\u4ef6\u5c06\u6709\u6df1\u5ea6\u5b66\u4e60\u7684\u52a0\u901f\u5668\uff0c\u4f8b\u5982 NVIDIA Volta GPU\u4e0a\u7684 Tensor Cores\u3002\u673a\u5668\u5b66\u4e60\u5bf9 CPU \u3001\u4e92\u8fde\u6280\u672f\u4ee5\u53ca\u8ba1\u7b97\u673a\u7cfb\u7edf\u8bbe\u8ba1\u4e5f\u6709\u5f88\u5927\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u4e13\u95e8\u7684\u673a\u5668\u5b66\u4e60\u786c\u4ef6\u9488\u5bf9\u6570\u503c\u7cbe\u5ea6\u4f4e(\u7b49\u4e8e\u6216\u4f4e\u4e8e\u4e00\u534a\u7cbe\u5ea6)\u7684\u5bc6\u96c6\u7ebf\u6027\u4ee3\u6570\u8ba1\u7b97\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5e76\u663e\u8457\u6539\u8fdb\u4e86\u4f7f\u7528\u8fd9\u79cd\u7b97\u6cd5\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002\u867d\u7136\u76ee\u524d\u590d\u6742\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u5728\u57fa\u4e8eGPU\u7684\u7cfb\u7edf\u4e0a\u8868\u73b0\u6700\u597d\uff0c\u4f46\u5927\u591a\u6570\u5929\u6c14\u548c\u6c14\u5019\u4e2d\u5fc3\u4ecd\u7136\u4f9d\u8d56\u4e8e\u4f20\u7edf\u7684\u57fa\u4e8eCPU\u7684\u7cfb\u7edf\u3002&nbsp;\u5c3d\u7ba1\u5c06\u7cbe\u5ea6\u964d\u4f4e\u5230\u4e09\u4f4d\u6709\u6548\u7684\u5341\u8fdb\u5236\u6570\u5b57(\u53ea\u6709 IEEE \u7684\u4e00\u534a\u7cbe\u5ea6)\u5177\u6709\u6311\u6218\u6027\uff0c\u4e5f\u5e76\u975e\u4e0d\u53ef\u80fd\uff0c\u4f46\u76ee\u524d\u8fd8\u6ca1\u6709\u4efb\u4f55\u5929\u6c14\u548c\u6c14\u5019\u6a21\u578b\u80fd\u591f\u4ee5\u4f4e\u4e8e\u5355\u4e00\u7cbe\u5ea6\u7684\u7b97\u672f\u8fd0\u884c\u3002<\/p>\n<p>\u7531\u4e8e\u5728\u5730\u7403\u7cfb\u7edf\u6a21\u578b\u4e2d\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u52a0\u901f\u5668\u7684\u6d4b\u8bd5\u8fd8\u5904\u4e8e\u521d\u7ea7\u9636\u6bb5\uff0c\u5929\u6c14\u548c\u6c14\u5019\u754c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u8fd8\u6ca1\u6709\u51c6\u5907\u597d\u4f7f\u7528\u4e3a\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7a0b\u5e8f\u4f18\u5316\u7684\u786c\u4ef6\u3002&nbsp;\u53e6\u4e00\u65b9\u9762\uff0c\u5f53\u5728\u9884\u6d4b\u6d41\u7a0b\u4e2d\u4f7f\u7528\u6df1\u5ea6\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u65f6\uff0c\u9700\u8981\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u52a0\u901f\u5668\u548c\u4f4e\u6570\u503c\u7cbe\u5ea6\uff0c\u7279\u522b\u662f\u5982\u679c\u7528\u4e8e\u6a21\u62df\u548c\u66ff\u6362\u8ba1\u7b97\u4ee3\u4ef7\u5927\u7684\u6a21\u578b\u7ec4\u4ef6\uff0c\u5426\u5219\u5c06\u975e\u5e38\u96be\u4ee5\u79fb\u690d\u5230\u52a0\u901f\u5668\uff0c\u5982\u7269\u7406\u53c2\u91cf\u5316\u65b9\u6848\u6216\u6570\u636e\u540c\u5316\u7684\u5207\u7ebf\u6027\u6a21\u578b\u3002\u56e0\u6b64\uff0c\u673a\u5668\u5b66\u4e60\uff0c\u7279\u522b\u662f\u6df1\u5ea6\u5b66\u4e60\uff0c\u4e5f\u663e\u793a\u51fa\u4e86\u4f5c\u4e3a HPC \u9ad8\u6548\u4ee3\u7801\u548c\u6027\u80fd\u53ef\u79fb\u690d\u6027\u7684\u6377\u5f84\u7684\u6f5c\u529b\u3002<\/p>\n<p><br  \/>\u5730\u7403\u6a21\u62df\u673a\u5668<\/p>\n<p>\u7531\u4e8e\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u7684\u6d41\u7a0b\u975e\u5e38\u590d\u6742\uff0c\u5177\u6709\u5927\u91cf\u7684\u6570\u636e\u524d\/\u540e\u5904\u7406\u4ee5\u53ca\u9ad8\u541e\u5410\u91cf\u7684\u8ba1\u7b97\u8fc7\u7a0b\uff08\u4f8b\u5982\u6570\u5b57\u5b6a\u751f\u7684\u6982\u5ff5\uff09\u3002\u56e0\u6b64\uff0c\u60f3\u8981\u63d0\u51fa\u4e00\u4e2a\u9002\u7528\u4e8e\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u6240\u6709\u65b9\u9762\u7684\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u65b9\u68461\u89e3\u91ca\u4e86&nbsp;\u6570\u5b57\u5b6a\u751f(digital-twin)&nbsp;\u6982\u5ff5\u53ca\u5176\u57fa\u4e8e\u4fe1\u606f\u7406\u8bba\u7684\u6a21\u62df\u548c\u89c2\u6d4b\u7684\u6301\u7eed\u878d\u5408\u7684\u57fa\u7840\u3002<\/p>\n<p>\u8003\u8651\u5230\u8fd9\u4e9b\u9650\u5236\uff0c\u6211\u4eec\u91cd\u70b9\u96c6\u4e2d\u5728\u673a\u5668\u548c\u8f6f\u4ef6\u751f\u6001\u7cfb\u7edf\u4e0a\uff0c\u4ee5\u6700\u6709\u6548\u5730\u89e3\u51b3\u6570\u5b57\u5b6a\u751f\u5728\u7684\u6781\u7aef\u5c3a\u5ea6\u65b9\u9762\u7684\u5e94\u7528\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u63d0\u51fa\u4e09\u4e2a\u95ee\u9898: 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data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" hasload=\"1\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;\" rel=\"noopener noreferrer\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/a><\/p>\n<p>\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587                 <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed\u5bf9\u4e8e\u53d1\u5c55\u53ef\u9760\u7684\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u800c\u8a00\uff0c\u8ba1\u7b97\u79d1\u5b66\u81f3\u5173\u91cd\u8981\u3002\u7136\u800c\uff0c\u5c3d\u7ba1\u62e5\u6709\u6570\u5341\u5e74\u7684\u9ad8\u6027\u80fd\u8ba1\u7b97\u7ecf\u9a8c\uff0c\u4f46\u5728\u540eMoore\/Dennard\u65f6\u4ee3\uff0c\u8fd9\u79cd\u5e94\u7528\u7684\u53ef\u6301\u7eed\u6027\u4ecd\u53d7\u5230\u5bc6\u5207\u5173\u6ce8\u3002\u8fd1\u65e5\u53d1\u8868\u5728 Nature \u65b0\u5b50\u520a Nature&nbsp;Computational Science 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