{"id":32371,"date":"2023-05-26T11:03:00","date_gmt":"2023-05-26T03:03:00","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=32371"},"modified":"2023-05-26T11:50:53","modified_gmt":"2023-05-26T03:50:53","slug":"%e5%bb%a3%e6%b3%9b%e4%b8%94%e9%96%8b%e6%94%be%e7%9a%84hpcai%e7%94%a2%e5%93%81%e7%b5%84%e5%90%88-%e7%82%ba%e6%95%88%e8%83%bd%e5%92%8c%e7%a7%91%e5%ad%b8%e7%94%a8%e7%94%9f%e6%88%90%e5%bc%8fai","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=32371","title":{"rendered":"\u5ee3\u6cdb\u4e14\u958b\u653e\u7684HPC+AI\u7522\u54c1\u7d44\u5408\uff0c\u70ba\u6548\u80fd\u548c\u79d1\u5b78\u7528\u751f\u6210\u5f0fAI\u6ce8\u5165\u52d5\u529b"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u5f9e\u56b4\u82db\u8981\u6c42\u8a18\u61b6\u9ad4\u518d\u5230\u751f\u6210\u5f0fAI\u7b49\u5404\u985e\u9ad8\u6548\u80fd\u904b\u7b97\uff08HPC\uff09\u548c\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u5de5\u4f5c\u8ca0\u8f09<br>\u82f1\u7279\u723e\u57282023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\u8a73\u7d30\u4ecb\u7d39\u5176\u5177\u7af6\u722d\u529b\u7684\u7522\u54c1\u6548\u80fd\uff0c\u4e26\u63a8\u51fa\u65b0\u7684\u79d1\u5b78LLM\u8a08\u756b\uff0c\u85c9\u6b64\u9054\u6210AI\u6c11\u4e3b\u5316<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<p>\u82f1\u7279\u723e\u516c\u53f8\u526f\u7e3d\u88c1\u66a8\u8d85\u7d1a\u904b\u7b97\u4e8b\u696d\u90e8\u7e3d\u7d93\u7406 Jeff McVeigh \u8868\u793a\uff1a\u300c\u82f1\u7279\u723e\u81f4\u529b\u70ba HPC \u548c AI \u793e\u7fa4\u63d0\u4f9b\u7522\u54c1\u670d\u52d9\uff0c\u5354\u52a9\u5ba2\u6236\u548c\u7d42\u7aef\u4f7f\u7528\u8005\u80fd\u5920\u66f4\u5feb\u9054\u6210\u7a81\u7834\u6027\u7684\u767c\u5c55\u3002\u6211\u5011\u7684\u7522\u54c1\u7d44\u5408\u6a6b\u8de8 Intel Xeon CPU Max \u7cfb\u5217\u3001Intel Data Center GPU Max \u7cfb\u5217\u3001\u7b2c 4 \u4ee3 Intel Xeon \u53ef\u64f4\u5145\u8655\u7406\u5668\u548c&nbsp;Habana Gaudi 2\uff0c\u65bc\u591a\u9805\u5de5\u4f5c\u8ca0\u8f09\u8868\u73fe\u5747\u512a\u65bc\u7af6\u722d\u5c0d\u624b\uff0c\u63d0\u4f9b\u80fd\u6e90\u548c\u7e3d\u64c1\u6709\u6210\u672c\u512a\u52e2\uff0c\u8b93 AI \u6c11\u4e3b\u5316\u7684\u540c\u6642\uff0c\u9084\u63d0\u4f9b\u9078\u64c7\u6027\u3001\u958b\u653e\u6027\u548c\u9748\u6d3b\u6027\u3002\u300d<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"688\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-75.jpg\" alt=\"\" class=\"wp-image-32373\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-75.jpg 1200w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-75-300x172.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-75-1024x587.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-75-768x440.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u82f1\u7279\u723e\u8aaa\u660eIntel Xeon CPU Max\u7cfb\u5217\u3001Intel Data Center GPU Max\u7cfb\u5217\u6975\u5177\u7af6\u722d\u529b\u7684\u6548\u80fd\u6210\u679c\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u82f1\u7279\u723e\u516c\u53f8\uff09<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5927\u898f\u6a21\u786c\u9ad4\u6548\u80fd\u63d0\u5347<\/strong><strong><\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"573\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel04-1-1024x573.jpg\" alt=\"\" class=\"wp-image-32419\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel04-1-1024x573.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel04-1-300x168.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel04-1-768x430.jpg 768w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel04-1.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5728\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u82f1\u7279\u723e\u548c\u7f8e\u570b\u963f\u8ca2\u570b\u5bb6\u5be6\u9a57\u5ba4\u8aaa\u660eAurora\u8d85\u7d1a\u96fb\u8166\u7684\u5b89\u88dd\u9032\u5ea6\u3001\u7cfb\u7d71\u898f\u683c\u548c\u65e9\u671f\u6548\u80fd\u6210\u679c\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u82f1\u7279\u723e\u516c\u53f8\uff09<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5728\u82f1\u7279\u723e\u7684\u7279\u5225\u6f14\u8aaa\u4e2d\uff0cMcVeigh \u805a\u7126\u65bc\u6a6b\u8de8\u786c\u9ad4\u7bc4\u7587\u7684\u6700\u65b0\u3001\u5177\u7af6\u722d\u529b\u7684\u6548\u80fd\u7d50\u679c\uff0c\u4e26\u8207\u5ba2\u6236\u5206\u4eab\u5f37\u52c1\u7684\u614b\u52e2\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Intel Data Center GPU Max\u7cfb\u5217\u5728\u591a\u6a23\u5316\u7684\u5de5\u4f5c\u8ca0\u8f09\u8868\u73fe\uff0c\u6bd4NVIDIA H100 PCIe\u5361\u5e73\u5747\u9ad8\u51fa30\uff05<sup>1<\/sup>\uff0c\u7368\u7acb\u8edf\u9ad4\u4f9b\u61c9\u5546Ansys\u5247\u5c55\u793a\u5728AI\u52a0\u901fHPC\u61c9\u7528\u4e0a\uff0cMax\u7cfb\u5217GPU\u76f8\u8f03H100\u66f4\u5feb50\uff05\u3002<sup>2<\/sup><\/li>\n\n\n\n<li>Xeon Max\u7cfb\u5217CPU\u662f\u552f\u4e00\u5177\u5099\u9ad8\u983b\u5bec\u8a18\u61b6\u9ad4\u7684x86\u8655\u7406\u5668\uff0c\u5728High Performance Conjugate Gradients\uff08HPCG\uff09\u57fa\u6e96\u6e2c\u8a66\u7576\u4e2d\uff0c\u6bd4AMD\u7684Genoa\u8655\u7406\u5668\u63d0\u534765\uff05<sup>1<\/sup>\uff0c\u4e14\u8017\u96fb\u91cf\u66f4\u5c11\u3002\u9ad8\u983b\u5bec\u8a18\u61b6\u9ad4\u5df2\u88ab\u8996\u70baHPC\u5ba2\u6236\u6700\u9700\u8981\u7684\u529f\u80fd\u4e4b\u4e00\u3002<sup>3<\/sup><\/li>\n\n\n\n<li>\u5728HPC\u7576\u4e2d\u61c9\u7528\u6700\u5ee3\u7684\u7b2c4\u4ee3Intel Xeon\u53ef\u64f4\u5145\u8655\u7406\u5668\uff0c\u6bd4AMD\u7684Milan\u5e73\u5747\u901f\u5ea6\u63d0\u534750\uff05<sup>4<\/sup>\uff0c\u80fd\u6e90\u516c\u53f8BP\u7684\u6700\u65b0\u7b2c4\u4ee3Intel Xeon HPC\u53e2\u96c6\uff0c\u6bd4\u8d77\u524d\u4e00\u4ee3\u8655\u7406\u5668\u7684\u6548\u80fd\u63d0\u53478\u500d\uff0c\u4e26\u6539\u5584\u4e86\u80fd\u6e90\u6548\u7387\u3002<sup>2<\/sup><\/li>\n\n\n\n<li>Gaudi2\u6df1\u5ea6\u5b78\u7fd2\u52a0\u901f\u5668\u5728\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u548c\u63a8\u8ad6\u65b9\u9762\u7684\u8868\u73fe\u9817\u5177\u7af6\u722d\u529b\uff0c\u5176\u6548\u80fd\u6bd4NVIDIA A100\u5feb2.4\u500d\u3002<sup>1<\/sup><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"518\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel05-1024x518.jpg\" alt=\"\" class=\"wp-image-32420\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel05-1024x518.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel05-300x152.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel05-768x388.jpg 768w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel05.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u82f1\u7279\u723e\u5206\u4eab\u5f37\u5316\u5f8c\u7684oneAPI\u548cAI\u5de5\u5177\u7d30\u7bc0\uff0c\u5354\u52a9\u958b\u767c\u8005\u52a0\u901fHPC\u548cAI\u5de5\u4f5c\u8ca0\u8f09\uff0c\u4e26\u63d0\u5347\u7a0b\u5f0f\u78bc\u6a6b\u8de8\u591a\u7a2e\u67b6\u69cb\u7684\u53ef\u651c\u6027\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u82f1\u7279\u723e\u516c<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u82f1\u7279\u723e\u5ba2\u6236\u8fd1\u65e5\u516c\u958b\u4f7f\u7528\u7b2c 4 \u4ee3 Intel Xeon \u548c Max \u7cfb\u5217\u8655\u7406\u5668\u7684\u65b0\u5b89\u88dd\u90e8\u7f72\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e5\u672c\u4eac\u90fd\u5927\u5b78\u6b63\u5728\u70baLaurel 3\u548cCinnamon 3\u90e8\u7f72\u7b2c4\u4ee3Xeon\uff0c\u4e26\u70baCamphor 3\u90e8\u7f72Xeon Max\u7cfb\u5217\u8655\u7406\u5668\u3002<\/li>\n\n\n\n<li>\u7fa9\u5927\u5229Cineca\u90e8\u7f72\u4f7f\u7528\u7b2c4\u4ee3Intel Xeon\u8655\u7406\u5668\u7684Leonardo\u3002<\/li>\n\n\n\n<li>\u7f8e\u570b\u7f85\u5fb9\u65af\u7279\u5927\u5b78\uff0d\u96f7\u5c04\u80fd\u91cf\u5b78\u5be6\u9a57\u5ba4\u6b63\u5728\u90e8\u7f72\u4f7f\u7528\u7b2c4\u4ee3Xeon\u8655\u7406\u5668\u7684\u53e2\u96c6\u3002<\/li>\n\n\n\n<li>\u963f\u6839\u5ef7\u570b\u5bb6\u6c23\u8c61\u5c40\u5c07\u90e8\u7f72\u4e00\u6b3e\u540c\u6642\u5305\u542bMax\u7cfb\u5217CPU\u548cGPU\u7684\u7cfb\u7d71\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u82f1\u570b\u528d\u6a4b\u5927\u5b78\u7684 Cambridge Open Zettascale \u5be6\u9a57\u5ba4\u5df2\u5728\u82f1\u570b\u90e8\u7f72\u9996\u500b Max GPU \u6e2c\u8a66\u5e73\u53f0\uff0c\u4e26\u65bc\u5206\u5b50\u52d5\u529b\u5b78\u548c\u751f\u7269\u6210\u50cf\u61c9\u7528\u65b9\u9762\u770b\u5230\u6b63\u5411\u7684\u65e9\u671f\u6210\u679c\u3002\u65e5\u672c\u7406\u5316\u5b78\u7814\u7a76\u6240\uff08RIKEN\uff09\u4e5f\u5ba3\u5e03\u8207\u82f1\u7279\u723e\u7c3d\u5c6c\u5408\u4f5c\u5099\u5fd8\u9304\uff08MOU\uff09\uff0c\u5c07\u5c08\u6ce8\u65bc AI\u3001HPC \u548c\u91cf\u5b50\u904b\u7b97\u7b49\u5148\u9032\u904b\u7b97\u6280\u8853\u9818\u57df\uff0c\u52a0\u901f\u806f\u5408\u7814\u7a76\u8207\u958b\u767c\u3002\u4f5c\u70ba\u5408\u4f5c\u5099\u5fd8\u9304\u7684\u5176\u4e2d\u4e00\u9805\u5167\u5bb9\uff0c\u7406\u5316\u5b78\u7814\u7a76\u6240\u9084\u5c07\u8207\u82f1\u7279\u723e\u6676\u5713\u4ee3\u5de5\u670d\u52d9\u5408\u4f5c\uff0c\u6253\u9020\u9019\u4e9b\u5168\u65b0\u89e3\u6c7a\u65b9\u6848\u7684\u539f\u578b\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel06-1024x576.jpg\" alt=\"\" class=\"wp-image-32421\" width=\"840\" height=\"472\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel06-1024x576.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel06-300x169.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel06-768x432.jpg 768w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel06.jpg 1200w\" sizes=\"(max-width: 840px) 100vw, 840px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5728\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u82f1\u7279\u723e\u5206\u4eabIntel Data Center GPU Max\u7cfb\u5217\u5728HPC\u548cAI\u5de5\u4f5c\u8ca0\u8f09\u4e0a\u6975\u5177\u7af6\u722d\u529b\u7684\u6548\u80fd\u7d30\u7bc0\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u82f1\u7279\u723e\u516c\u53f8\uff09<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u70ba\u5404\u9805\u5de5\u4f5c\u8ca0\u8f09\u63d0\u4f9b\u5177\u6709\u7af6\u722d\u529b\u7684\u8655\u7406\u5668<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u52d5\u614b\u3001\u65b0\u8208\u7684 HPC \u548c AI \u5de5\u4f5c\u8ca0\u8f09\u9700\u8981\u4e00\u500b\u5b8c\u6574\u7684\u786c\u9ad4\u8207\u8edf\u9ad4\u89e3\u6c7a\u65b9\u6848\u7522\u54c1\u7d44\u5408\u3002McVeigh \u7d9c\u8ff0\u82f1\u7279\u723e\u7684\u5404\u9805\u8cc7\u6599\u4e2d\u5fc3\u7522\u54c1\uff0c\u9019\u4e9b\u7522\u54c1\u70ba HPC \u793e\u7fa4\u63d0\u4f9b\u8a31\u591a\u9078\u64c7\u548c\u89e3\u6c7a\u65b9\u6848\uff0c\u5354\u52a9\u5be6\u73fe AI \u6c11\u4e3b\u5316\u3002<\/p>\n\n\n\n<p>McVeigh \u5728\u6f14\u8aaa\u4e2d\u4ecb\u7d39\u82f1\u7279\u723e\u7684\u6b21\u4e16\u4ee3\u8655\u7406\u5668\uff0c\u5c07\u80fd\u5920\u6eff\u8db3\u9ad8\u8a18\u61b6\u9ad4\u983b\u5bec\u9700\u6c42\u3002\u82f1\u7279\u723e\u6240\u5f15\u9818\u7684\u751f\u614b\u7cfb\u70baGranite Rapids\u958b\u767c\u4e00\u6b3e\u65b0\u578b DIMM\uff0dMultiplexer Combined Ranks\uff08MCR\uff09\u3002MCR \u5728 DDR5 \u7684\u57fa\u790e\u4e0a\u9054\u6210 8,800MT\/s \u901f\u5ea6\uff0c\u5728\u96d9\u63d2\u69fd\u7cfb\u7d71\u4e2d\u5be6\u73fe\u5927\u65bc 1.5TB\/s \u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u80fd\u529b\u3002\u63d0\u5347\u6b64\u985e\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\uff0c\u5c0d\u65bc\u6eff\u8db3\u73fe\u4ee3 CPU \u5feb\u901f\u6210\u9577\u7684\u6838\u5fc3\u6578\u91cf\uff0c\u4ee5\u53ca\u5be6\u73fe\u6548\u7387\u548c\u9748\u6d3b\u6027\u800c\u8a00\u5341\u5206\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u82f1\u7279\u723e\u9084\u516c\u958b Supermicro \u63a8\u51fa\u7684\u65b0\u6b3e\u3001\u91dd\u5c0d AI \u6700\u4f73\u5316\u7684 x8 Max \u7cfb\u5217 GPU \u5b50\u7cfb\u7d71\uff0c\u5c08\u70ba\u52a0\u901f\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u800c\u8a2d\u8a08\u3002\u9664\u4e86\u4eca\u5e74\u7a0d\u665a\u53ef\u900f\u904e Intel Developer Cloud beta \u4f7f\u7528\u8a72\u7cfb\u7d71\u4e4b\u5916<sup>5<\/sup>\uff0c\u591a\u5bb6 OEM \u5c07\u63d0\u4f9b\u5305\u542b Max \u7cfb\u5217 GPU x4 \u548c x8 OAM \u5b50\u7cfb\u7d71\u548c PCIe \u5361\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u9019\u4e9b\u89e3\u6c7a\u65b9\u6848\u9810\u8a08\u65bc\u4eca\u590f\u4e0a\u5e02\u3002<\/p>\n\n\n\n<p>\u82f1\u7279\u723e\u7684\u6b21\u4e16\u4ee3 Max \u7cfb\u5217 GPU\uff0dFalcon Shores\uff0c\u80fd\u5920\u70ba\u5ba2\u6236\u63d0\u4f9b\u9748\u6d3b\u6027\uff0c\u5be6\u73fe\u7cfb\u7d71\u7d1a\u7684 CPU \u548c\u7368\u7acb GPU \u7d44\u5408\uff0c\u4ee5\u56e0\u61c9\u672a\u4f86\u65b0\u8208\u4e14\u5feb\u901f\u8b8a\u5316\u7684\u5de5\u4f5c\u8ca0\u8f09\u3002Falcon Shores \u4f7f\u7528\u6a21\u7d44\u5316\u3001\u6676\u7247\u78da\u67b6\u69cb\uff0c\u5176\u7279\u8272\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 HPC \u548c AI \u8cc7\u6599\u683c\u5f0f\uff0c\u5f9e FP64 \u5230 BF16 \u518d\u5230 FP8\u3002<\/li>\n\n\n\n<li>\u652f\u63f4\u6700\u9ad8\u9054 288GB \u7684 HBM3 \u8a18\u61b6\u9ad4\uff0c\u7e3d\u983b\u5bec\u6700\u9ad8\u9054 9.8TB\/s\uff0c\u5927\u5e45\u5ea6\u63d0\u5347\u9ad8\u901f I\/O\u3002<\/li>\n\n\n\n<li>\u80fd\u5920\u4f7f\u7528 CXL \u7a0b\u5f0f\u8a2d\u8a08\u6a21\u578b\u3002<\/li>\n\n\n\n<li>\u900f\u904e oneAPI \u63d0\u4f9b\u7d71\u4e00\u7684 GPU \u7a0b\u5f0f\u8a2d\u8a08\u4ecb\u9762\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-76.jpg\" alt=\"\" class=\"wp-image-32377\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-76.jpg 1200w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-76-300x169.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-76-1024x576.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-76-768x432.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5728\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u82f1\u7279\u723e\u8207\u9818\u5148OEM\u5ee0\u5546\u5408\u4f5c\uff0c\u63a8\u51fa\u9069\u7528\u65bcHPC\u548cAI\u7684Intel Data Center GPU Max\u5b50\u7cfb\u7d71x8 UBB\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u82f1\u7279\u723e\u516c\u53f8\uff09<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7528\u65bc\u79d1\u5b78\u9818\u57df\u7684\u751f\u6210\u5f0f<\/strong><strong>AI<\/strong><\/h3>\n\n\n\n<p>\u7f8e\u570b\u963f\u8ca2\u570b\u5bb6\u5be6\u9a57\u5ba4\u8207\u82f1\u7279\u723e\u548c HPE \u5408\u4f5c\uff0c\u5ba3\u5e03\u8a08\u756b\u70ba\u79d1\u5b78\u7814\u7a76\u793e\u7fa4\u5efa\u7acb\u4e00\u7cfb\u5217\u751f\u6210\u5f0f AI \u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u7f8e\u570b\u963f\u8ca2\u570b\u5bb6\u5be6\u9a57\u5ba4\u526f\u5be6\u9a57\u5ba4\u4e3b\u4efb Rick Stevens \u8868\u793a\uff1a\u300c\u8a72\u8a08\u756b\u65e8\u5728\u5145\u5206\u6c72\u53d6 Aurora \u8d85\u7d1a\u96fb\u8166\u7684\u5168\u90e8\u6f5b\u529b\uff0c\u85c9\u6b64\u7522\u51fa\u53ef\u7528\u65bc\u80fd\u6e90\u90e8\u5be6\u9a57\u5ba4\u4ee5\u53ca\u8207\u5176\u5b83\u55ae\u4f4d\u5408\u4f5c\uff0c\u4ee5\u4fbf\u9032\u884c\u5f8c\u7e8c\u79d1\u5b78\u7814\u7a76\u7684\u8cc7\u6e90\u3002\u300d<\/p>\n\n\n\n<p>\u9019\u4e9b\u7528\u65bc\u79d1\u5b78\u7684\u751f\u6210\u5f0f AI \u6a21\u578b\uff0c\u5c07\u4f7f\u7528\u4e00\u822c\u6587\u5b57\u3001\u7a0b\u5f0f\u78bc\u3001\u79d1\u5b78\u6587\u672c\uff0c\u4ee5\u53ca\u4f86\u81ea\u751f\u7269\u5b78\u3001\u5316\u5b78\u3001\u6750\u6599\u79d1\u5b78\u3001\u7269\u7406\u5b78\u3001\u91ab\u5b78\u548c\u5176\u5b83\u4f86\u6e90\u7684\u7d50\u69cb\u5316\u79d1\u5b78\u8cc7\u6599\u9032\u884c\u8a13\u7df4\u3002<\/p>\n\n\n\n<p>\u7531\u6b64\u7522\u751f\u7684\u6a21\u578b\uff08\u591a\u9054 1 \u5146\u500b\u53c3\u6578\uff09\u5c07\u88ab\u7528\u5728\u5404\u5f0f\u5404\u6a23\u7684\u79d1\u5b78\u61c9\u7528\uff0c\u5176\u4e2d\u5305\u542b\u5206\u5b50\u548c\u6750\u6599\u8a2d\u8a08\uff0c\u4e26\u5f9e\u6578\u767e\u842c\u500b\u4f86\u6e90\u7d9c\u5408\u77e5\u8b58\uff0c\u63d0\u51fa\u7cfb\u7d71\u751f\u7269\u5b78\u3001\u9ad8\u5206\u5b50\u5316\u5b78\u8207\u80fd\u6e90\u6750\u6599\u3001\u6c23\u5019\u79d1\u5b78\u3001\u5b87\u5b99\u5b78\u7b49\u9818\u57df\u7684\u65b0\u5947\u5be6\u9a57\u3002\u8a72\u6a21\u578b\u9084\u6703\u7528\u65bc\u52a0\u901f\u8fa8\u8b58\u764c\u75c7\u548c\u5176\u5b83\u75be\u75c5\u6709\u95dc\u7684\u751f\u7269\u904e\u7a0b\uff08biological process\uff09\uff0c\u4e26\u63d0\u51fa\u85e5\u7269\u8a2d\u8a08\u76ee\u6a19\u3002<\/p>\n\n\n\n<p>\u963f\u8ca2\u5be6\u9a57\u5ba4\u6b63\u5728\u5e36\u9818\u570b\u969b\u5408\u4f5c\u3001\u63a8\u9032\u8a08\u756b\uff0c\u5408\u4f5c\u5925\u4f34\u5305\u542b\u82f1\u7279\u723e\u3001HPE\u3001\u7f8e\u570b\u80fd\u6e90\u90e8\u5be6\u9a57\u5ba4\u3001\u7f8e\u570b\u8207\u570b\u969b\u9593\u7684\u5927\u5b78\u3001\u975e\u71df\u5229\u7d44\u7e54\u4ee5\u53ca\u65e5\u672c\u7406\u5316\u5b78\u7814\u7a76\u6240\u7b49\u570b\u969b\u5408\u4f5c\u5925\u4f34\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u82f1\u7279\u723e\u548c\u963f\u8ca2\u5be6\u9a57\u5ba4\u4ea6\u8aaa\u660e Aurora \u7684\u5b89\u88dd\u9032\u5ea6\u3001\u7cfb\u7d71\u898f\u683c\u548c\u65e9\u671f\u6548\u80fd\u7d50\u679c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u82f1\u7279\u723e\u5df2\u5b8c\u6210 Aurora \u8d85\u7d1a\u96fb\u8166\u7684\u5be6\u9ad4\u4ea4\u6a5f\uff0c\u5171\u8a08\u8d85\u904e 10,000 \u53f0\u5200\u92d2\u4f3a\u670d\u5668\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528 HPE Cray EX \u8d85\u7d1a\u96fb\u8166\u5efa\u69cb\u5b8c\u6574\u7684 Aurora \u7cfb\u7d71\uff0c\u5c07\u6709 63,744 \u500b GPU\u300121,248 \u500b CPU \u4ee5\u53ca 1,024 \u500b\u5132\u5b58\u7bc0\u9ede\u3002\u4e26\u4e14\u5c07\u4f7f\u7528 HPE Slingshot \u9ad8\u6548\u80fd\u4e59\u592a\u7db2\u8def\u3002<\/li>\n\n\n\n<li>\u65e9\u671f\u6e2c\u8a66\u7d50\u679c\u986f\u793a\uff0c\u65bc\u771f\u5be6\u4e16\u754c\u7684\u79d1\u5b78\u548c\u5de5\u7a0b\u5de5\u4f5c\u8ca0\u8f09\u5177\u6709\u9818\u5148\u7684\u6548\u80fd\u8868\u73fe\uff0c\u53ef\u9ad8\u9054 AMD MI250 GPU \u6548\u80fd\u7684 2 \u500d\uff0c\u5728 QMCPACK \u91cf\u5b50\u529b\u5b78\u61c9\u7528\u6bd4 H100 \u63d0\u5347 20\uff05\uff1b\u64f4\u5c55\u81f3\u6578\u767e\u500b\u7bc0\u9ede\u6642\uff0c\u5176\u6548\u80fd\u589e\u52a0\u6bd4\u4f8b\u63a5\u8fd1\u7dda\u6027\u63d0\u5347\u3002<sup>2<\/sup><\/li>\n<\/ul>\n\n\n\n<p>Aurora \u9810\u8a08\u5728\u4eca\u5e74\u63a8\u51fa\u6642\uff0c\u53ef\u63d0\u4f9b\u8d85\u904e 2 exaFLOPS \u7684\u5cf0\u503c\u96d9\u7cbe\u5ea6\u904b\u7b97\u6548\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-74.jpg\" alt=\"\" class=\"wp-image-32372\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-74.jpg 1200w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-74-300x200.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-74-1024x683.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230525-NEWS-2-74-768x512.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5728\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u82f1\u7279\u723e\u548c\u7f8e\u570b\u963f\u8ca2\u570b\u5bb6\u5be6\u9a57\u5ba4\u8aaa\u660eAurora\u8d85\u7d1a\u96fb\u8166\u7684\u5b89\u88dd\u9032\u5ea6\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u963f\u8ca2\u570b\u5bb6\u5be6\u9a57\u5ba4\uff09<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>oneAPI<\/strong><strong>\u5be6\u73fe\u9ad8\u751f\u7522\u529b\u3001\u958b\u653e\u7684\u52a0\u901f\u904b\u7b97<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u5168\u7403\u7d04\u6709 90\uff05 \u7684\u958b\u767c\u8005\uff0c\u4f7f\u7528\u6216\u662f\u53d7\u76ca\u65bc\u70ba\u82f1\u7279\u723e\u958b\u767c\u6216\u6700\u4f73\u5316\u7684\u8edf\u9ad4\u3002<sup>6<\/sup>\u81ea 2020 \u5e74\u63a8\u51fa oneAPI \u7a0b\u5f0f\u8a2d\u8a08\u6a21\u578b\u4ee5\u4f86\uff0c\u958b\u767c\u8005\u5df2\u5728\u4f86\u81ea\u591a\u500b\u786c\u9ad4\u4f9b\u61c9\u5546\uff0c\u4e0d\u540c\u7684 CPU\u3001GPU\u3001FPGA \u548c AI \u6676\u7247\u4e0a\u5c55\u793a oneAPI\uff0c\u89e3\u6c7a\u55ae\u4e00\u4f9b\u61c9\u5546\u628a\u6301\u52a0\u901f\u7a0b\u5f0f\u8a2d\u8a08\u6a21\u578b\u7684\u6311\u6230\u3002\u6700\u65b0\u7684 Intel oneAPI \u900f\u904e OpenMP GPU\u5378\u8f09\u9032\u800c\u52a0\u901f HPC \u61c9\u7528\uff0c\u5ef6\u4f38\u652f\u63f4 OpenMP \u548c Fortran\uff0c\u4e26\u900f\u904e\u6700\u4f73\u5316\u6846\u67b6\u4f86\u52a0\u901f AI \u6df1\u5ea6\u5b78\u7fd2\uff0c\u5305\u542b TensorFlow\u3001PyTorch \u4ee5\u53ca\u76f8\u95dc AI \u5de5\u5177\uff0c\u8b93\u6548\u80fd\u7372\u5f97\u6578\u500b\u91cf\u7d1a\u7684\u63d0\u5347\u3002<\/p>\n\n\n\n<p>\u70ba\u4e86\u8b93\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u66f4\u5bb9\u6613\u958b\u767c oneAPI \u591a\u67b6\u69cb\u7a0b\u5f0f\uff0coneAPI \u5be6\u4f5c SYCL\uff0c\u4e26\u7531 Codeplay \u958b\u767c\u91dd\u5c0d NVIDIA \u548c AMD \u8655\u7406\u5668\u7684\u5916\u639b\u7a0b\u5f0f\uff0c\u4ee5\u53ca Intel DPC++ \u76f8\u5bb9\u6027\u5de5\u5177\uff08\u4f7f\u7528\u958b\u653e\u539f\u59cb\u78bc SYCLomatic\uff09\uff1b\u9019\u6b3e\u5de5\u5177\u53ef\u4ee5\u5c07 CUDA \u8f49\u63db\u81f3 SYCL \u548cC++\uff0c\u4e00\u822c\u800c\u8a00\u53ef\u81ea\u52d5\u8f49\u63db 90\uff05\u301c95\uff05 \u7a0b\u5f0f\u78bc\u3002<sup>7<\/sup>\u900f\u904e\u9019\u7a2e\u65b9\u5f0f\u7522\u751f\u7684 SYCL \u7a0b\u5f0f\u78bc\uff0c\u53ef\u6bd4\u64ec\u5728 NVIDIA \u548c AMD \u539f\u751f\u7cfb\u7d71\u8a9e\u8a00\u4e0a\u57f7\u884c\u76f8\u540c\u7a0b\u5f0f\u78bc\u7684\u6548\u80fd\u3002\u8cc7\u6599\u986f\u793a\uff0c\u65bc Max \u7cfb\u5217 GPU \u57f7\u884c DPEcho \u5929\u6587\u7269\u7406\u5b78\u61c9\u7528 SYCL \u7a0b\u5f0f\u78bc\uff0c\u5176\u6548\u80fd\u76f8\u8f03\u5728 NVIDIA H100 \u57f7\u884c\u540c\u6a23\u7684 CUDA \u7a0b\u5f0f\u78bc\u66f4\u9ad8\u51fa 48\uff05\u3002<sup>1<\/sup><\/p>\n\n\n\n<p>\u64c1\u62b1 SYCL \u7684\u751f\u614b\u7cfb\u6b63\u5728\u84ec\u52c3\u767c\u5c55\u3002Atos \u65d7\u4e0b\u7684 Eviden \u5ba3\u5e03\u8207\u82f1\u7279\u723e\u5408\u4f5c\u63a8\u51fa CEPP one+\uff0c\u9019\u662f\u4e00\u6b3e\u4f7f\u7528 Eviden \u5353\u8d8a\u6548\u80fd\u7a0b\u5f0f\u8a2d\u8a08\u4e2d\u5fc3\uff08CEPP\uff09\u7684 HPC\u2215AI \u7a0b\u5f0f\u78bc\u73fe\u4ee3\u5316\u670d\u52d9\u3002CEPP one+ \u5c07\u5c08\u6ce8\u63a5\u7d0d SYCL \u548c OpenMP\uff0c\u70ba\u793e\u7fa4\u505a\u597d\u7570\u8cea\u904b\u7b97\u74b0\u5883\u7684\u6e96\u5099\uff0c\u540c\u6642\u900f\u904e\u958b\u653e\u6a19\u6e96\u63d0\u4f9b\u786c\u9ad4\u9078\u64c7\u7684\u81ea\u7531\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel07-1024x577.jpg\" alt=\"\" class=\"wp-image-32422\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel07-1024x577.jpg 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel07-300x169.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel07-768x433.jpg 768w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/05\/20230526-intel07.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u5728\u5fb7\u570b\u6f22\u5821\u6240\u8209\u884c\u76842023\u5e74\u570b\u969b\u8d85\u7d1a\u96fb\u8166\u5927\u6703\uff0c\u7f8e\u570b\u963f\u8ca2\u570b\u5bb6\u5be6\u9a57\u5ba4\u8207\u82f1\u7279\u723e\u548cHPE\u5408\u4f5c\uff0c\u5ba3\u5e03\u8a08\u756b\u70ba\u79d1\u5b78\u7814\u7a76\u793e\u7fa4\u5efa\u7acb\u4e00\u7cfb\u5217\u751f\u6210\u5f0fAI\u6a21\u578b\u3002\uff08\u5716\u7247\u4f86\u6e90\uff1a\u82f1\u7279\u723e\u516c\u53f8\uff09<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><sup>1&nbsp;Visit the International Supercomputing Conference (ISC\u201923) page on&nbsp;<a href=\"https:\/\/edc.intel.com\/content\/www\/us\/en\/products\/performance\/benchmarks\/overview\/\" target=\"_blank\" rel=\"noreferrer noopener\">intel.com\/performanceindex<\/a>&nbsp;for workloads and configurations. Results may vary.<br>2&nbsp;Intel does not control or audit third-party data. You should consult other sources to evaluate accuracy.<br>3&nbsp;<a href=\"https:\/\/hyperionresearch.com\/wp-content\/uploads\/2022\/11\/Hyperion-Research-SC22-HPC-Market_Combined-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Hyperion Research HPC Market Update<\/a>, Nov. 2022.<br>4&nbsp;Intel\u00ae Xeon\u00ae 8480+ has 1.5x higher geomean HPC performance across 27 benchmarks and applications than AMD EPYC 7763. Results may vary.<br>5&nbsp;The Intel Developer Cloud beta is currently available to select prequalified customers.<br>6&nbsp;According to Intel estimates.<br>7&nbsp;Intel estimates as of March 2023. Based on measurements on a set of 85 HPC benchmarks and samples, with examples like Rodinia, SHOC, PENNANT.&nbsp; Results may vary.<\/sup><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-right has-very-light-gray-to-cyan-bluish-gray-gradient-background has-background\"><br>\ud83d\udfe6ioioTIMES\u8981\u9001\u60a8\u6436\u5148\u9ad4\u9a57Cherry\u5168\u65b0\u7389\u8ef8\uff0c\u5feb\u4f86<a href=\"https:\/\/www.facebook.com\/ioioTIMES\/posts\/pfbid02gEYhmF5F82YqFrkvK256cRUmL2RkEpxKQTcgP8Ko33144AszFYQXiAiSPbe9dYoAl\" target=\"_blank\" rel=\"noreferrer noopener\">\u53c3\u52a0\u6d3b\u52d5<\/a>\uff01\uff01<br>\ud83d\udfe6<strong>\u73fe\u5728\u5c31\u52a0\u5165&nbsp;<a href=\"https:\/\/www.facebook.com\/profile.php?id=100086628162118\" target=\"_blank\" rel=\"noreferrer noopener\">ioioTIMES \u81c9\u66f8\u7c89\u7d72\u5718<\/a>&nbsp;\u66f4\u591a\u4e92\u52d5\u3001\u66f4\u591a\u597d\u5eb7\u650f\u62b5\u52a0!!<\/strong><br>\ud83d\udfe6<strong>\u6211\u5011\u6709<a href=\"https:\/\/today.line.me\/tw\/v2\/publisher\/103117\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LINE TODAY<\/a>\u983b\u9053\u4e86\uff0c\u5feb\u4f86\u8ffd\u8e2a\u6211\u5011\u5427!!&#8211;\u6700\u65b0\u79d1\u6280\u65b0\u805e \u76e1\u5728\u4f60\u624b<\/strong><\/h4>\n","protected":false},"excerpt":{"rendered":"<p>\u5f9e\u56b4\u82db\u8981\u6c42\u8a18\u61b6\u9ad4\u518d\u5230\u751f\u6210\u5f0fAI\u7b49\u5404\u985e<\/p>\n","protected":false},"author":3,"featured_media":32377,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[13],"tags":[1597,3083,34,126],"class_list":["post-32371","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-a1","tag-hpc","tag-intel","tag-126"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/32371"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=32371"}],"version-history":[{"count":6,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/32371\/revisions"}],"predecessor-version":[{"id":32423,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/32371\/revisions\/32423"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/32377"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=32371"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=32371"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=32371"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}