{"id":6273,"date":"2024-06-20T11:02:58","date_gmt":"2024-06-20T03:02:58","guid":{"rendered":"https:\/\/fastonetech.com\/blog\/?p=6273"},"modified":"2024-06-20T11:29:05","modified_gmt":"2024-06-20T03:29:05","slug":"alphafold2","status":"publish","type":"post","link":"https:\/\/fastonetech.com\/blog\/alphafold2\/","title":{"rendered":"\u751f\u4fe1\u5b9e\u8bc1\u7cfb\u5217Vol.15\uff1a\u5982\u4f55\u7528AlphaFold2\uff0c\u556a\uff0c\u4e00\u952e\u9884\u6d4b100+\u86cb\u767d\u8d28\u7ed3\u6784"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"292\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710829876-\u56fe1-1024x292.jpg\" alt=\"\" class=\"wp-image-5996\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710829876-\u56fe1-1024x292.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710829876-\u56fe1-300x86.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710829876-\u56fe1-768x219.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710829876-\u56fe1.jpg 1051w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\"\u7ed3\u6784\u5c31\u662f\u529f\u80fd\"\u2014\u2014<strong>\u86cb\u767d\u8d28\u7684\u5de5\u4f5c\u539f\u7406\u548c\u4f5c\u7528\u53d6\u51b3\u4e8e\u51763D\u5f62\u72b6<\/strong>\u3002<br><br>2020\u5e74\u672b\uff0c\u57fa\u4e8e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684<strong>AlphaFold2<\/strong>\uff0c\u4e00\u4e3e\u7834\u89e3\u4e86<strong>\u56f0\u6270\u751f\u7269\u5b66\u754c\u957f\u8fbe\u4e94\u5341\u5e74\u4e4b\u4e45\u7684\u201c\u86cb\u767d\u8d28\u6298\u53e0\u201d\u96be\u9898<\/strong>\uff0c\u6539\u53d8\u4e86\u79d1\u5b66\u7814\u7a76\u7684\u6e38\u620f\u89c4\u5219\uff0c\u53ef\u4ee5\u4ece\u86cb\u767d\u8d28\u5e8f\u5217\u76f4\u63a5\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5b9e\u73b0\u4e86\u8ba1\u7b97\u673a\u86cb\u767d\u8d28\u5efa\u6a21\u6781\u9ad8\u7684\u7cbe\u786e\u5ea6\u3002<br>\u81eaAF2\u95ee\u4e16\u4ee5\u6765\uff0c\u5168\u4e16\u754c\u6570\u767e\u4e07\u7814\u7a76\u8005\u5df2\u7ecf\u5728\u759f\u75be\u75ab\u82d7\u3001\u764c\u75c7\u6cbb\u7597\u548c\u9176\u8bbe\u8ba1\u7b49\u8bf8\u591a\u9886\u57df\u53d6\u5f97\u4e86\u7a81\u7834\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"677\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850313-2-1024x677.jpg\" alt=\"\" class=\"wp-image-6274\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850313-2-1024x677.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850313-2-300x198.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850313-2-768x508.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850313-2.jpg 2030w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">2024\u5e745\u6708\u521d\uff0cAlphaFold3\u518d\u767bNature\uff0c<strong>\u57fa\u4e8eDiffusion<\/strong>\uff08\u6269\u6563\u6280\u672f\uff09<strong>\u67b6\u6784<\/strong>\uff0c\u5c06\u6280\u672f\u5ef6\u4f38\u5230\u86cb\u767d\u8d28\u6298\u53e0\u4e4b\u5916\uff0c\u80fd\u4ee5\u539f\u5b50\u7ea7\u7cbe\u5ea6\u51c6\u786e\u9884\u6d4b\u86cb\u767d\u8d28\u3001DNA\u3001RNA\u3001\u914d\u4f53\u7b49\u751f\u547d\u5206\u5b50\u7684\u7ed3\u6784\u53ca\u76f8\u4e92\u4f5c\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u907f\u514dDiffusion\u6280\u672f\u5728\u4e00\u4e9b\u65e0\u7ed3\u6784\u533a\u57df\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\uff0cDeepMind\u8fd8\u521b\u65b0\u4e86\u4e00\u79cd<strong>\u4ea4\u53c9\u84b8\u998f<\/strong>\uff08cross-distillation\uff09\u65b9\u6cd5\uff0c\u628aAF2\u9884\u6d4b\u7684\u7ed3\u6784\u6570\u636e\u9884\u6dfb\u52a0\u5230AF3\u7684\u9884\u8bad\u7ec3\u96c6\u4e2d\uff0c\u51cf\u5c11AF3\u7684\u9884\u6d4b\u5931\u8bef\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AF2\u4ee3\u7801\u5df2\u5f00\u6e90\uff0cAF3\u76ee\u6d4b\u4e0d\u4f1a\u5f00\u6e90\uff0c\u4e5f\u4e0d\u80fd\u5546\u7528\u3002<br>\u6211\u4eec\u4eca\u5929\u7684\u4e3b\u89d2\u2014\u2014\u53ea\u80fd\u662f<strong>AlphaFold2<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u77e5\u9053\u600e\u4e48\u4f7f\u7528AlphaFold2\u6700\u6700\u5feb\u4e50\uff1f<br>\u600e\u4e48\u5feb\u901f\u5b8c\u6210\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u4efb\u52a1\uff1f<br>\u6211\u4eec\u80fd\u5728\u80cc\u540e\u5e2e\u4f60\u9ed8\u9ed8\u5e72\u70b9\u4ec0\u4e48\uff1f<br>\u6765\u5427\u2014\u2014<\/p>\n\n\n\n<p class=\"has-text-color has-medium-font-size has-luminous-vivid-orange-color wp-block-paragraph\"><\/p>\n\n\n\n<p style=\"font-size:24px\" class=\"has-text-color has-luminous-vivid-orange-color wp-block-paragraph\"><strong>01<br>\u5148\u590d\u4e60\u4e00\u4e0b<br>AlphaFold2\u8ba1\u7b97\u7684\u6b63\u786e\u6253\u5f00\u65b9\u5f0f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u901a\u5e38\u8bf4\u7684AlphaFold2\u662f\u6307\u4e00\u4e2a\u5229\u7528\u591a\u4e2a\u5916\u90e8\u5f00\u6e90\u7a0b\u5e8f\u548c\u6570\u636e\u5e93\uff0c\u901a\u8fc7\u86cb\u767d\u8d28\u5e8f\u5217\u9884\u6d4b\u51763D\u7ed3\u6784\u7684\u7cfb\u7edf\u3002<br>\u6574\u4e2a\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u8ba1\u7b97\u8fc7\u7a0b\u5927\u81f4\u53ef\u4ee5\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a<\/p>\n\n\n\n<p style=\"font-size:18px\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>\u4e00\u3001\u6570\u636e\u9884\u5904\u7406<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5305\u62ec<strong>\u591a\u5e8f\u5217\u6bd4\u5bf9<\/strong>\uff08MSA\uff09\u548c<strong>\u6a21\u677f\u641c\u7d22<\/strong>\uff08Template Search\uff09\u4e24\u4e2a\u6b65\u9aa4\uff0c\u4e3b\u8981\u662f\u5229\u7528\u5df2\u77e5\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u548c\u7ed3\u6784\u6a21\u677f\uff0c\u83b7\u5f97\u4e0d\u540c\u86cb\u767d\u8d28\u4e4b\u95f4\u7684\u5171\u6709\u8fdb\u5316\u4fe1\u606f\u6765\u63d0\u5347\u76ee\u6807\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9700\u8981\u6bd4\u5bf9\u548c\u641c\u7d22\u7684\u6570\u636e\u603b\u548c\u8fbe\u5230\u4e86TB\u91cf\u7ea7<\/strong>\uff0c\u6d89\u53ca\u6570\u636e\u5e93\u5bc6\u96c6I\/O\u8bfb\u5199\uff0c\u56e0\u6b64\u5bf9I\/O\u6709\u8f83\u9ad8\u7684\u8981\u6c42\u3002<br>\u8fd9\u4e00\u9636\u6bb5\u4e3b\u8981\u4f7f\u7528HMMER\u4e0eHH-suite\u8f6f\u4ef6\uff0c\u4ee5\u53caUniprot\u3001MGnify\u3001PDB\u7b49\u591a\u4e2a\u86cb\u767d\u8d28\u6570\u636e\u5e93\u3002<strong>\u8ba1\u7b97\u8017\u65f6\u4e0e\u86cb\u767d\u5e8f\u5217\u957f\u5ea6\u6b63\u76f8\u5173\uff0c\u4e3b\u8981\u4f7f\u7528CPU\u8ba1\u7b97\u8d44\u6e90<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AF2\u8bad\u7ec3\u6570\u636e\u96c6\u8986\u76d6\u591a\u4e2a\u6570\u636e\u5e93\uff0c\u6bd4\u5982UniRef90\/MGnify\/PDB\/BFD\u7b49\uff0c\u76ee\u524d<strong>\u5b8c\u6574\u7248\u5927\u5c0f\u7ea6\u4e3a2.62TB\uff0c<\/strong>\u662f\u4e16\u754c\u8303\u56f4\u5185\u8f83\u4e3a\u6743\u5a01\u7684\u86cb\u767d\u8d28\u4e09\u7ef4\u7ed3\u6784\u6570\u636e\u5e93\u30022022\u5e747\u670828\u65e5\uff0cGoogle DeepMind\u5c06\u6570\u636e\u5e93\u4ece\u8fd1100\u4e07\u4e2a\u7ed3\u6784\u6269\u5c55\u5230\u8d85\u8fc72\u4ebf\u4e2a\u7ed3\u6784\uff0c\u6db5\u76d6\u4e86\u690d\u7269\u3001\u7ec6\u83cc\u3001\u52a8\u7269\u548c\u5176\u4ed6\u5fae\u751f\u7269\u7b49\u591a\u4e2a\u7c7b\u522b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"631\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850566-3-1024x631.jpg\" alt=\"\" class=\"wp-image-6275\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850566-3-1024x631.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850566-3-300x185.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850566-3-768x474.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p style=\"font-size:18px\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong> \u4e8c \u3001\u6a21\u578b\u63a8\u7406\u4e0e\u4f18\u5316<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e<strong>\u7aef\u5230\u7aef\u7684Transformer\u795e\u7ecf\u7f51\u7edc\u6a21\u578b<\/strong>\uff0cAF2\u8f93\u5165Templates\u3001MSA\u5e8f\u5217\u548cpairing\u4fe1\u606f\uff0c\u5176\u4e2dpairing\u548cMSA\u4fe1\u606f\u76f8\u4e92\u8fed\u4ee3\u66f4\u65b0\uff0c\u68c0\u6d4b\u86cb\u767d\u8d28\u4e2d\u6c28\u57fa\u9178\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\u7684\u6a21\u5f0f\uff0c\u8f93\u51fa\u57fa\u4e8e\u5b83\u4eec\u76843D\u7ed3\u6784\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>\u518d\u7528OpenMM\u8f6f\u4ef6\u5bf9\u9884\u6d4b\u76843D\u7ed3\u6784\u8fdb\u884c\u7269\u7406\u653e\u677e\uff0c\u89e3\u51b3\u7ed3\u6784\u8fdd\u89c4\u4e0e\u51b2\u7a81\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528Recycling\uff08\u5c06\u8f93\u51fa\u91cd\u65b0\u52a0\u5165\u5230\u8f93\u5165\u518d\u91cd\u590drefinement\uff09\u8fdb\u884c\u591a\u8f6e\u8fed\u4ee3\u8bad\u7ec3\u548c\u6d4b\u8bd5\uff0c\u591a\u8f6e\u8fed\u4ee3\u4f18\u5316\u6709\u4e00\u5b9a\u7684\u5fc5\u8981\u6027\uff0c\u8f83\u4e3a\u590d\u6742\u7684\u86cb\u767d\u53ef\u80fd\u5728\u591a\u8f6e\u4e4b\u540e\u624d\u80fd\u6298\u53e0\u5230\u6b63\u786e\u7684\u7ed3\u6784\u3002<br><strong>\u8fd9\u4e00\u9636\u6bb5\u8ba1\u7b97\u8017\u65f6\u4e0e\u8fed\u4ee3\u6b21\u6570\u6b63\u76f8\u5173\uff0c\u4e3b\u8981\u4f7f\u7528GPU\u8ba1\u7b97\u8d44\u6e90<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p style=\"font-size:24px\" class=\"has-text-color has-luminous-vivid-orange-color wp-block-paragraph\"><strong>02<br>Workflow\u5168\u6d41\u7a0b\u81ea\u52a8\u5316<br>\u968f\u5fc3\u7ec4\u5408\uff0c\u5f53\u4e00\u4e2a\u7529\u624b\u638c\u67dc<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u4e3a\u4e00\u4e2a\u7cfb\u7edf\uff0cAlphaFold2\u501f\u52a9\u4e86\u591a\u4e2a\u5916\u90e8\u5f00\u6e90\u8f6f\u4ef6\u548c\u6570\u636e\u5e93\uff0c\u6574\u4e2a\u8ba1\u7b97\u8fc7\u7a0b\u4e5f\u6bd4\u8f83\u590d\u6742\u3002<br>\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u884c\u4f7f\u7528\uff0c\u4e0d\u4f46\u8981\u4e0b\u8f7d\u5e9e\u5927\u7684\u6570\u636e\u5e93\uff0c\u8fd8\u9700\u8981\u81ea\u884c\u642d\u5efa\u4f7f\u7528\u73af\u5883\uff0c\u5bf9IT\u80fd\u529b\u7684\u8981\u6c42\u4e0d\u53ef\u8c13\u4e0d\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u6237\u770b\u5230\u7684\u57fa\u672c\u90fd\u662f\u5de6\u8fb9\u8fd9\u79cd\u753b\u9762\uff0c\u6211\u4eec\u80fd\u505a\u7684\u7b2c\u4e00\u70b9\u2014\u2014\u5c31\u662f<strong>\u63d0\u4f9b\u4e00\u4e2a\u5e73\u53f0\uff0c\u628a\u5de6\u8fb9\u53d8\u6210\u53f3\u8fb9<\/strong>\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850665-4-1024x597.jpg\" alt=\"\" class=\"wp-image-6277\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850665-4-1024x597.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850665-4-300x175.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850665-4-768x448.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850665-4.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u7b2c\u4e8c\u70b9\uff0c\u6211\u4eec\u80fd<strong>\u8de8\u8d8a\u7cfb\u7edf\u5404\u4e2a\u8f6f\u4ef6\u4e4b\u95f4\uff0c<\/strong>\u5305\u62ec<strong>\u5bf9\u8f6f\u4ef6\u5185\u90e8\u7684\u4e0d\u540c\u6b65\u9aa4\u4efb\u610f\u91cd\u65b0\u6392\u5217\u7ec4\u5408<\/strong>\uff0c<strong>\u505a\u6210\u81ea\u52a8\u5316\u7684Workflow<\/strong>\u3002<br>\u4e00\u6b21\u5236\u4f5c\uff0c\u53cd\u590d\u4f7f\u7528\uff0c\u7701\u65f6\u7701\u529b\uff0c\u8fd8\u4e0d\u7528\u62c5\u5fc3\u4e2d\u95f4\u51fa\u9519\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u5982\uff1f<\/p>\n\n\n\n<p style=\"font-size:18px\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong> \u4e00 \u3001\u591a\u6570\u636e\u5e93\u540c\u65f6\u591a\u5e8f\u5217\u6bd4\u5bf9\uff08MSA\uff09<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u591a\u5e8f\u5217\u6bd4\u5bf9<\/strong>\u9700\u8981\u5728\u591a\u4e2a\u86cb\u767d\u8d28\u6570\u636e\u5e93\u91cc\u8fdb\u884c\u67e5\u627e\u3002<br>\u5e38\u89c4\u4f7f\u7528\u6a21\u5f0f\uff0c\u7528\u6237\u8981\u624b\u52a8\u4f9d\u6b21\u5728N\u4e2a\u6570\u636e\u5e93\u91cc\u8fdb\u884c\u641c\u7d22\uff0c\u6574\u4e2a\u8fc7\u7a0b\u8017\u65f6\u7b49\u4e8eN\u6b21\u641c\u7d22\u7684\u65f6\u95f4\u4e4b\u548c\u3002<br>\u6211\u4eec\u53ef\u4ee5<strong>\u8ba9\u4e0d\u540c\u6570\u636e\u5e93\u7684\u641c\u7d22\u540c\u65f6\u8fdb\u884c\uff0c\u5e76\u505a\u6210\u4e00\u4e2a\u56fa\u5b9aWorkflow<\/strong>\uff0c\u81ea\u52a8\u6267\u884c\uff0c\u6574\u4e2a\u8fc7\u7a0b\u82b1\u8d39\u65f6\u95f4\u5c06\u7b49\u4e8e\u8017\u65f6\u6700\u957f\u7684\u6570\u636e\u5e93\u641c\u7d22\u65f6\u95f4\u3002\u65e2\u8282\u7ea6\u65f6\u95f4\uff0c\u53c8\u7701\u4e8b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"463\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850733-5-1024x463.jpg\" alt=\"\" class=\"wp-image-6278\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850733-5-1024x463.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850733-5-300x136.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850733-5-768x347.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850733-5.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p style=\"font-size:18px\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong> \u4e8c \u3001\u5168\u8ba1\u7b97\u6d41\u7a0b\u4e0e\u8d44\u6e90\u81ea\u7531\u7ec4\u5408<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u4ec5\u4ec5\u9650\u4e8e\u67d0\u4e00\u4e2a\u6b65\u9aa4\uff0c\u6211\u4eec\u80fd\u505a<strong>\u5168\u8ba1\u7b97\u6d41\u7a0b\u7684\u81ea\u5b9a\u4e49Workflow<\/strong>\u3002<br>\u4e0a\u4e00\u8282\u6211\u4eec\u590d\u4e60\u4e86\uff0c<strong>AF2\u7b2c\u4e00\u9636\u6bb5\u9002\u5408\u7528CPU\u8d44\u6e90\uff0c\u7b2c\u4e8c\u9636\u6bb5\u4f7f\u7528GPU\u8ba1\u7b97\u6548\u679c\u6700\u4f73<\/strong>\uff0c\u6bcf\u4e2a\u9636\u6bb5\u8fd8\u6d89\u53ca\u5230\u4e0d\u540c\u8f6f\u4ef6\u5305\u3002<br>\u6574\u4e2a\u8ba1\u7b97\u8fc7\u7a0b\u6bd4\u8f83\u590d\u6742\uff0c\u9700\u8981\u5728\u4e0d\u540c\u9636\u6bb5\u7684\u4e0d\u540c\u6b65\u9aa4\u4f7f\u7528\u4e0d\u540c\u8f6f\u4ef6\u5305\u8c03\u7528\u4e0d\u540c\u5e95\u5c42\u8d44\u6e90\u8fdb\u884c\u8ba1\u7b97\uff0c\u624b\u52a8\u64cd\u4f5c\u5de5\u4f5c\u91cf\u4e0d\u5c0f\u3002\u800c\u4e14\uff0c\u5e38\u89c4\u4f7f\u7528\u6a21\u5f0f\uff0c\u53ef\u80fd\u4f1a<strong>\u4ece\u5934\u5230\u5c3e\u4f7f\u7528\u4e00\u79cd\u8d44\u6e90\u8ba1\u7b97<\/strong>\uff0c\u8fd9\u6837\u6bd4\u8f83\u7b80\u5355\uff0c\u4f46\u662f\u4f1a\u6bd4\u8f83\u5403\u4e8f\uff0c\u8981\u4e48\u7b2c\u4e00\u9636\u6bb5GPU\u7eaf\u7eaf\u6d6a\u8d39\uff0c\u8981\u4e48\u7b2c\u4e8c\u9636\u6bb5\u6162\u5f97\u5410\u8840\uff0c\u8ba1\u7b97\u65f6\u95f4\u662f\u539f\u6765\u7684\u6570\u500d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u80fd\u628a<strong>\u6574\u4e2a\u8ba1\u7b97\u6d41\u7a0b\u4e0e\u8d44\u6e90\u81ea\u7531\u7ec4\u5408\uff0c<\/strong>\u8ba9\u7528\u6237<strong>\u5168\u7a0b\u53ef\u89c6\u5316\u64cd\u4f5c<\/strong>\uff0c\u53ea\u9700\u8981\u8f93\u5165\u4e0d\u540c\u53c2\u6570\u5373\u53ef\u3002\u65e2\u80fd\u5b9e\u73b0\u5e94\u7528\u4e0e\u8d44\u6e90\u7684\u6700\u4f73\u9002\u914d\uff0c\u8fd8\u80fd\u81ea\u52a8\u5316\u64cd\u4f5c\uff0c\u7701\u53bb\u5927\u91cf\u624b\u52a8\u65f6\u95f4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"727\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850810-6-1024x727.jpg\" alt=\"\" class=\"wp-image-6279\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850810-6-1024x727.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850810-6-300x213.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850810-6-768x545.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850810-6.jpg 2030w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7136\uff0c\u8fd8\u6709\u65e0\u6570\u79cd\u5176\u4ed6\u7ec4\u5408\u7684\u53ef\u80fd\u6027\u3002<br>\u4e0d\u6b62\u662fAlphaFold2\uff0c\u81ea\u5b9a\u4e49Workflow\u4e5f\u80fd\u5e94\u7528\u5728\u5176\u4ed6\u573a\u666f\uff0c\u6233\uff1a<strong><a rel=\"noreferrer noopener\" aria-label=\"1\u5206\u949f\u544a\u8bc9\u4f60\u7528MOE\u6a21\u62df200000\u4e2a\u5206\u5b50\u8981\u82b1\u591a\u5c11\u94b1\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/bio-moe\/\" target=\"_blank\">1\u5206\u949f\u544a\u8bc9\u4f60\u7528MOE\u6a21\u62df200000\u4e2a\u5206\u5b50\u8981\u82b1\u591a\u5c11\u94b1<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p style=\"font-size:24px\" class=\"has-text-color has-luminous-vivid-orange-color wp-block-paragraph\"><strong>03<br>\u626b\u6e05\u6280\u672f\u969c\u788d<br>TB\u7ea7\u6570\u636e\u5e93\u4e0eI\/O\u74f6\u9888\u95ee\u9898<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AF2\u8bad\u7ec3\u6570\u636e\u5e93\u5b8c\u6574\u7248\u5927\u5c0f\u7ea6\u4e3a2.62TB<\/strong>\uff0c\u6570\u636e\u9884\u5904\u7406\u9636\u6bb5\u9700\u8981\u5728\u6570\u636e\u5e93\u4e2d\u6267\u884c\u591a\u6b21\u968f\u673a\u641c\u7d22\uff0c\u8fd9\u4f1a\u5bfc\u81f4<strong>\u5bc6\u96c6\u7684I\/O\u8bfb\u5199<\/strong>\u3002\u5982\u679c\u6570\u636e\u7684\u8bfb\u53d6\u6216\u5199\u5165\u901f\u5ea6\u8ddf\u4e0d\u4e0a\uff0c\u5c31\u4f1a\u5f71\u54cd\u5230\u6574\u4e2a\u8ba1\u7b97\u8fc7\u7a0b\u7684\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\uff1a<br><strong>1. \u540c\u4e00\u4efb\u52a1\u591a\u6b21\u8ba1\u7b97\uff0c\u8017\u65f6\u5374\u4e0d\u540c\uff1b<\/strong><br><strong>2. I\/O\u7b49\u5f85\u8d85\u65f6\uff0c\u4efb\u52a1\u5f02\u5e38\u9000\u51fa\uff1b<\/strong><br><strong>3. \u5373\u4fbf\u589e\u52a0CPU\u8d44\u6e90\uff0c\u4e5f\u65e0\u6cd5\u52a0\u901f\u8ba1\u7b97\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u6211\u4eec\u5bf9\u6574\u4e2a\u6570\u636e\u5e93\u505a\u4e86\u68b3\u7406\u548c\u62c6\u5206\u3002\u5176\u4e2d\u6700\u5927\u7684BFD\u6570\u636e\u5e93\u63a5\u8fd12T\uff0c\u5bf9I\/O\u7684\u8981\u6c42\u975e\u5e38\u9ad8\u3002<br>\u56e0\u6b64\uff0c\u6211\u4eec<strong>\u5c06\u9ad8\u9891I\/O\u7684BFD\u6570\u636e\u5e93\u5b58\u653e\u5728\u672c\u5730\u78c1\u76d8\uff0c\u5176\u4ed6\u6570\u636e\u5e93\u5b58\u653e\u5728\u7f51\u7edc\u5171\u4eab\u5b58\u50a8\u4e0a<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"586\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850925-7-1024x586.jpg\" alt=\"\" class=\"wp-image-6280\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850925-7-1024x586.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850925-7-300x172.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718850925-7-768x439.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5e26\u6765\u4e86\u4e24\u5927\u597d\u5904\uff1a<br><strong>\u7b2c\u4e00\u3001\u78c1\u76d8\u7a7a\u95f4\u6362\u65f6\u95f4\uff0c\u8ba1\u7b97\u901f\u5ea6\u66f4\u5feb<\/strong><br>\u5c06\u9ad8\u9891\u8bbf\u95ee\u7684BFD\u6570\u636e\u5e93\u653e\u5728\u672c\u5730\u78c1\u76d8\u4e0a\uff0cI\/O\u8bfb\u5199\u901f\u5ea6\u5feb\uff0c\u975e\u5e38\u9002\u5408\u9700\u8981\u5feb\u901f\u54cd\u5e94\u7684\u6570\u636e\u3002\u56e0\u4e3a\u672c\u5730\u78c1\u76d8\u662f\u4e0e\u673a\u5668\u7ed1\u5b9a\u7684\uff0c\u5982\u679c\u4e0d\u6b62\u4e00\u53f0\u673a\u5668\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u672c\u5730\u78c1\u76d8\u5b58\u50a8\u7a7a\u95f4\u589e\u52a0\u3002<br>\u800c\u5176\u4ed6\u5bf9I\/O\u8bfb\u5199\u901f\u5ea6\u8981\u6c42\u4e0d\u9ad8\u7684\u6570\u636e\u5e93\u53ef\u4ee5\u653e\u5728\u7f51\u7edc\u5171\u4eab\u5b58\u50a8\u4e0a\uff0c\u65b9\u4fbf\u6240\u6709\u673a\u5668\u5171\u4eab\u8bfb\u53d6\u548c\u5199\u5165\uff0c\u51cf\u5c11\u6570\u636e\u540c\u6b65\u95ee\u9898\u3002<br>\u6574\u4f53\u6765\u8bf4\uff0c\u7528\u78c1\u76d8\u7a7a\u95f4\u6362\u53d6\u65f6\u95f4\uff0c\u8ba9I\/O\u5bf9\u8ba1\u7b97\u7684\u5f71\u54cd\u964d\u5230\u6700\u4f4e\uff0c\u663e\u8457\u63d0\u5347\u4e86AF2\u7684\u8fd0\u7b97\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c\u4e8c\u3001\u4e3a\u672a\u6765\u53ef\u80fd\u7684\u5927\u89c4\u6a21\u5e76\u53d1\u8ba1\u7b97\u626b\u6e05\u6280\u672f\u969c\u788d<\/strong><br>\u5173\u4e8e\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u8fdb\u5165\u4e0b\u4e00\u8282\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p style=\"font-size:24px\" class=\"has-text-color has-luminous-vivid-orange-color wp-block-paragraph\"><strong>04<br>\u5927\u89c4\u6a21\u5e76\u53d1\uff01<br>\u540c\u65f6\u9884\u6d4b100+\u86cb\u767d\u8d28\u7ed3\u6784<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u7528\u6237\u6765\u8bf4\uff0c\u4e0d\u53ef\u80fd\u4e00\u6b21\u53ea\u9884\u6d4b1\u4e2a\u86cb\u767d\u8d28\u7ed3\u6784\u3002<br>\u90a3\u4e48\uff0c\u5982\u679c\u8981<strong>\u540c\u65f6\u9884\u6d4b100+\u86cb\u767d\u8d28\u7ed3\u6784<\/strong>\uff0c\u600e\u4e48\u73a9\uff1f<br>\u5982\u679c\u662f\u4ee5\u524d\uff0c\u4f60\u4e0d\u4f46\u9700\u8981\u642d\u597d\u8fd0\u884c\u73af\u5883\uff0c\u51c6\u5907\u597d\u8ba1\u7b97\u8d44\u6e90\uff0c\u7136\u540e\u4e00\u4e2a\u4e00\u4e2a\u9884\u6d4b\uff0c\u800c\u4e14\u6bcf\u4e00\u4e2a\u8fd8\u5f97\u624b\u52a8\u8d70\u4e00\u904d\u5b8c\u6574\u7684\u8ba1\u7b97\u6d41\u7a0b\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e00\u542c\u5c31\u5341\u5206\u6f2b\u957f\uff0c\u800c\u4e14\u5bb9\u6613\u51fa\u9519\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u73b0\u5728\u2014\u2014<br>\u5df2\u77e5\u4e00\uff1a<strong>\u6211\u4eec\u6709Workflow\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u7684\u80fd\u529b<\/strong>\uff0c\u5355\u4e2a\u86cb\u767d\u8d28\u9884\u6d4b\u5df2\u7ecf\u662f\u4e00\u4e2a\u81ea\u52a8\u5316\u7684Workflow\u4e86\uff1b<br>\u5df2\u77e5\u4e8c\uff1a<strong>\u6211\u4eec\u89e3\u51b3\u4e86I\/O\u74f6\u9888\u95ee\u9898<\/strong>\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u591a\u53f0\u673a\u5668\u5bf9I\/O\u8bfb\u5199\u74f6\u9888\u95ee\u9898\u5df2\u7ecf\u89e3\u51b3\u3002<br>100+\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\uff0c\u53c8\u6709\u4ec0\u4e48\u96be\u7684\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"727\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851058-8-1024x727.jpg\" alt=\"\" class=\"wp-image-6282\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851058-8-1024x727.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851058-8-300x213.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851058-8-768x545.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851058-8.jpg 2030w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\uff0c\u6211\u4eec\u53ea\u9700\u8981\u518d\u591a\u505a\u4e00\u6b65\uff0c<strong>\u540c\u65f6\u8fd0\u884c\u6709100+\u4e2a\u4e0d\u540c\u8f93\u5165\u53c2\u6570\u7684Workflow<\/strong>\uff0c\u5c31\u884c\u4e86\u3002\u800c\u5b8c\u6210\u8fd9\u4e00\u6b65\u9700\u8981\u5177\u5907\u4e24\u4e2a\u6761\u4ef6\uff1a<\/p>\n\n\n\n<p style=\"font-size:18px\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>\u4e00 \u3001\u5145\u5206\u7684CPU\/GPU\u8d44\u6e90<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>\u6211\u4eec\u8c03\u7528<strong>10\u4e07\u6838CPU\u8d44\u6e90<\/strong>\uff0c\u4f7f\u7528AutoDock Vina\u5e2e\u7528\u6237\u8fdb\u884c\u4e86<strong>2800\u4e07\u91cf\u7ea7<\/strong>\u7684\u5927\u89c4\u6a21\u5206\u5b50\u5bf9\u63a5\uff0c\u5c06\u8fd0\u7b97\u6548\u7387\u63d0\u9ad82920\u500d\uff1a<strong><a rel=\"noreferrer noopener\" aria-label=\"\u63d0\u901f2920\u500d\uff01\u7528AutoDock Vina\u5bf9\u63a52800\u4e07\u4e2a\u5206\u5b50\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzU2MzcwMDM5OA==&amp;mid=2247484876&amp;idx=1&amp;sn=2e52f4f7685a6c94e12bcdd723a6003a&amp;chksm=fc57720dcb20fb1be6a486baf87598c69fd3b5ce212740ada04051453c85ba4e2caf20e33ff8&amp;scene=21#wechat_redirecthttps:\/\/fastonetech.com\/blog\/case-vina-20201021\/\" target=\"_blank\">\u63d0\u901f2920\u500d\uff01\u7528AutoDock Vina\u5bf9\u63a52800\u4e07\u4e2a\u5206\u5b50<\/a><\/strong><br>\u6211\u4eec\u667a\u80fd\u81ea\u52a8\u5316\u8c03\u5ea6\u4e91\u7aefGPU\/CPU\u5f02\u6784\u8d44\u6e90\uff0c\u5305\u62ec<strong>155\u4e2aNVIDIA Tesla V100<\/strong>\u548c\u90e8\u5206CPU\u8d44\u6e90\uff0c\u5c06\u8fd0\u7b9716008\u4e2aAmber\u4efb\u52a1\u7684\u8017\u65f6\u4ece\u5355GPU\u76844\u4e2a\u6708\u7f29\u77ed\u523020\u5c0f\u65f6\uff1a<strong><a rel=\"noreferrer noopener\" aria-label=\"155\u4e2aGPU\uff01\u591a\u4e91\u573a\u666f\u4e0b\u7684Amber\u81ea\u7531\u80fd\u8ba1\u7b97\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/bio-amber-and-multi-cloud\/\" target=\"_blank\">155\u4e2aGPU\uff01\u591a\u4e91\u573a\u666f\u4e0b\u7684Amber\u81ea\u7531\u80fd\u8ba1\u7b97<\/a><\/strong><\/p>\n\n\n\n<p style=\"font-size:18px\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong> \u4e8c \u3001\u8c03\u5ea6\u5668\u80fd\u529b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e48\u591a\u673a\u5668\u548c\u4efb\u52a1\uff0c\u600e\u4e48\u9002\u914d\uff0c\u6309\u4ec0\u4e48\u7b56\u7565\u4f7f\u7528\u6700\u4f73\uff0c\u600e\u4e48\u914d\u7f6e\u3001\u542f\u52a8\u3001\u5173\u95ed\uff0c\u63d0\u9ad8\u6574\u4f53\u8d44\u6e90\u5229\u7528\u7387\uff0c\u6700\u597d\u8fd8\u80fd\u81ea\u52a8\u5316\u7ba1\u7406\u3001\u8f85\u52a9\u7ba1\u7406\u51b3\u7b56\u7b49\u7b49\uff0c\u751a\u81f3\u600e\u4e48DEBUG\uff0c\u8fd9\u9700\u8981\u7684\u53ef\u4e0d\u6b62\u662f\u4e00\u70b9\u70b9\u6280\u672f\u3002<br>\u8be6\u60c5\u53ef\u6233\uff1a<strong><a rel=\"noreferrer noopener\" aria-label=\"\u56fd\u4ea7\u8c03\u5ea6\u5668\u4e4b\u5149\u2014\u2014Fsched\u5230\u5e95\u6709\u591a\u80fd\u6253\uff1f\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/fsched\/\" target=\"_blank\">\u56fd\u4ea7\u8c03\u5ea6\u5668\u4e4b\u5149\u2014\u2014Fsched\u5230\u5e95\u6709\u591a\u80fd\u6253\uff1f<\/a><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5230\u8fd9\u91cc\uff0c\u8fd9100+\u86cb\u767d\u8d28\u9884\u6d4b\u4efb\u52a1\uff0c\u5c31\u53ef\u4ee5\u4e00\u6b21\u6027\u8dd1\u5b8c\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p style=\"font-size:24px\" class=\"has-text-color has-luminous-vivid-orange-color wp-block-paragraph\"><strong>05<br>V100 VS A100<br>\u5173\u4e8eGPU\u7684\u4e00\u70b9\u9009\u578b\u5efa\u8bae<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u4e48\u591aGPU\u578b\u53f7\uff0c\u4f60\u9009\u54ea\u4e2a\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e02\u9762\u4e0a\u7684GPU\u578b\u53f7\u4e0d\u5c11\uff0c\u6027\u80fd\u548c\u4ef7\u683c\u5dee\u5f02\u4e5f\u5f88\u5927\u3002<br>\u6211\u4eec\u9009\u53d6\u4e863\u4e2a\u86cb\u767d\u8d28\uff0c\u5206\u522b\u4f7f\u7528<strong>V100<\/strong>\u548c<strong>A100<\/strong>\u8fdb\u884c\u4e86\u4e00\u8f6e\u8ba1\u7b97\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"723\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851282-9-1024x723.jpg\" alt=\"\" class=\"wp-image-6283\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851282-9-1024x723.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851282-9-300x212.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851282-9-768x542.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851282-9.jpg 1030w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u770b\u5230\uff0c\u5bf9\u540c\u4e00\u4e2a\u86cb\u767d\u8d28\u8fdb\u884c\u7ed3\u6784\u9884\u6d4b\uff0c<strong>A100\u7528\u65f6\u7ea6\u4e3aV100\u768460-64%<\/strong>\u3002<br>\u800c\u76ee\u524d\u7684\u5e02\u573a\u4ef7\uff0c\u65e0\u8bba\u662f\u5c0f\u65f6\u79df\u8d41\u3001\u5305\u6708\u9884\u7559\u8fd8\u662f\u88f8\u5361\u4e70\u65ad\uff0cA100\u81f3\u5c11\u662fV100\u76842\u500d\u4ee5\u4e0a\u3002<br>\u4e5f\u5c31\u662f\u8bf4\uff0c<strong>A100\u662f\u4ee52\u500d\u591a\u7684\u4ef7\u683c\uff0c\u53bb\u6362\u53d6\u7ea6\u4e09\u5206\u4e4b\u4e00\u7684\u6027\u80fd\u63d0\u5347<\/strong>\u3002<br>\u4e24\u76f8\u6bd4\u8f83\uff0c\u9664\u975e\u4e0d\u5dee\u94b1\uff0c\u6211\u4eec<strong>\u63a8\u8350\u4f7f\u7528V100<\/strong>\u3002<\/p>\n\n\n\n<p style=\"font-size:22px;text-align:center\" class=\"has-text-color has-luminous-vivid-orange-color wp-block-paragraph\"><strong>\u5b9e\u8bc1\u5c0f\u7ed3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><strong>1.AlphaFold2\u662f\u4e00\u4e2a\u7cfb\u7edf\uff0c\u6d89\u53ca\u5230\u5f88\u591a\u6570\u636e\u5e93\u548c\u4e0d\u540c\u8f6f\u4ef6\uff0c\u6211\u4eec\u7684Workflow\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u968f\u5fc3\u7ec4\u5408\uff0c\u8f7b\u677e\u4e0a\u624b\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\uff1b<\/strong><br><strong>2.\u6211\u4eec\u7528\u78c1\u76d8\u7a7a\u95f4\u6362\u65f6\u95f4\u7684\u624b\u6bb5\uff0c\u65e2\u89e3\u51b3\u4e86TB\u7ea7\u6570\u636e\u5e26\u6765\u7684I\/O\u74f6\u9888\u95ee\u9898\uff0c\u4e5f\u4e3a\u5927\u89c4\u6a21\u5e76\u53d1\u8ba1\u7b97\u626b\u6e05\u4e86\u6280\u672f\u969c\u788d\uff1b<\/strong><br><strong>3.fastone\u53ef\u652f\u6301\u591a\u4e2aAlphaFold2\u4efb\u52a1\u5927\u89c4\u6a21\u81ea\u52a8\u5e76\u884c\uff1b<\/strong><br><strong>4.GPU\u4e5f\u9700\u8981\u9009\u578b\uff0c\u6211\u4eec\u63a8\u8350V100\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"> \u672c\u6b21\u751f\u4fe1\u5b9e\u8bc1\u7cfb\u5217Vol.15\u5c31\u5230\u8fd9\u91cc\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5173\u4e8efastone\u4e91\u5e73\u53f0\u5728\u5404\u79cdBIO\u5e94\u7528\u4e0a\u7684\u8868\u73b0\uff0c\u53ef\u4ee5\u70b9\u51fb\u4ee5\u4e0b\u5e94\u7528\u540d\u79f0\u67e5\u770b<\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/case-vina-20201021\/\" target=\"_blank\">Vina<\/a>\u2502<a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/bio-amber-and-multi-cloud\/\" target=\"_blank\">Amber<\/a>\u2502\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/bio-moe\/\" target=\"_blank\">MOE<\/a>\u2502\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/bio-ledock\/\" target=\"_blank\">LeDock<\/a><\/strong> <br><strong>\u901f\u77f3\u79d1\u6280\u65b0\u836f\u7814\u53d1\u884c\u4e1a\u767d\u76ae\u4e66\uff0c\u53ef\u4ee5\u6233\u4e0b\u65b9\u67e5\u770b\uff1a<\/strong>  <br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/product-bio-37qa\/\" target=\"_blank\">\u65b0\u836f\u7814\u53d137\u95ee\u00a0<\/a><\/strong><a rel=\"noreferrer noopener\" target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzU2MzcwMDM5OA==&amp;mid=2247514193&amp;idx=1&amp;sn=e47b24638b830bea4d6562e0e29018c3&amp;chksm=fc54cf90cb234686d8c79d24467ed76d47badb8ee5f81f7f106ce6fe09ee9201741070fd8431&amp;scene=21#wechat_redirect\"><strong>\u2502<\/strong><\/a><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/bio-aidd-whitepaper-2021\/\" target=\"_blank\">\u9876\u5c16\u836f\u4f01AIDD\u8c03\u7814<\/a><\/strong> <br><\/p>\n\n\n\n<p style=\"text-align:center\" class=\"has-text-color has-cyan-bluish-gray-color wp-block-paragraph\"> <strong>-<\/strong> <strong>END\u00a0-<\/strong><\/p>\n\n\n\n<p style=\"text-align:center\" class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><br><strong>\u6211\u4eec\u6709\u4e2a\u4e00\u7ad9\u5f0f\u65b0\u836f\u7814\u53d1\u5e73\u53f0<\/strong><br> <strong>\u96c6\u6210\u884c\u4e1a\u5e94\u7528\u4e0e\u81ea\u7f16\u8bd1\u8f6f\u4ef6<\/strong> <br> <strong>\u652f\u6301AlphaFold\u3001RoseTTAFold\u7b49\u5e38\u7528AI\u5e94\u7528<\/strong> <br> <strong>\u53ef\u89c6\u5316Workflow\u968f\u5fc3\u521b\u5efa\u3001\u4fbf\u6377\u5206\u4eab<\/strong> <br> <strong>\u63d0\u4f9bZinc\u3001Drugbank\u7b49\u5f00\u6e90\/\u81ea\u6709\u5206\u5b50\u5e93<\/strong> <br> <strong>CADD\u4e13\u5bb6\u56e2\u961f\u5168\u9762\u652f\u6301\u626b\u7801<\/strong><\/p>\n\n\n\n<p style=\"text-align:center\" class=\"has-text-color has-vivid-red-color wp-block-paragraph\"><strong>\u514d\u8d39\u8bd5\u7528\uff0c\u9001200\u5143\u4f53\u9a8c\u91d1\uff0c\u5165\u80a1\u4e0d\u4e8f~<\/strong> <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"517\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718854137-AF-\u5b9e\u8bc1-\u5e95\u90e8-1024x517.png\" alt=\"\" class=\"wp-image-6304\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718854137-AF-\u5b9e\u8bc1-\u5e95\u90e8-1024x517.png 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718854137-AF-\u5b9e\u8bc1-\u5e95\u90e8-300x151.png 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718854137-AF-\u5b9e\u8bc1-\u5e95\u90e8-768x388.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p style=\"text-align:center\" class=\"has-text-color has-pale-cyan-blue-color wp-block-paragraph\"><strong>\u66f4\u591aBIO\u7535\u5b50\u4e66<\/strong><br><strong>\u6b22\u8fce\u626b\u7801\u5173\u6ce8\u5c0fF\uff08ID\uff1aiamfastone\uff09\u83b7\u53d6<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851751-11-1024x435.jpg\" alt=\"\" class=\"wp-image-6287\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851751-11-1024x435.jpg 1024w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851751-11-300x127.jpg 300w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/06\/1718851751-11-768x326.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>\u4f60\u4e5f\u8bb8\u60f3\u4e86\u89e3\u5177\u4f53\u7684\u843d\u5730\u573a\u666f\uff1a<\/strong><br><strong><a rel=\"noreferrer noopener\" aria-label=\"\u53ea\u505aBest in Class\u7684\u5fc5\u626c\u533b\u836f\u8bf4\uff1a\u9009\u62e9\u901f\u77f3\uff0c\u662f\u4e00\u6761\u6377\u5f84\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/biyanganli\/\" target=\"_blank\">\u53ea\u505aBest in Class\u7684\u5fc5\u626c\u533b\u836f\u8bf4\uff1a\u9009\u62e9\u901f\u77f3\uff0c\u662f\u4e00\u6761\u6377\u5f84<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" aria-label=\"\u738b\u8005\u5e26\u98deLeDock\uff01\u5f00\u7bb1\u5373\u7528&amp;\u4e00\u952e\u5b9a\u4f4d\u5206\u5b50\u5e93+\u5168\u6d41\u7a0b\u81ea\u52a8\u53163.5\u5c0f\u65f6\u5b8c\u621020\u4e07\u5206\u5b50\u5bf9\u63a5 \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/bio-ledock\/\" target=\"_blank\">\u738b\u8005\u5e26\u98deLeDock\uff01\u5f00\u7bb1\u5373\u7528&amp;\u4e00\u952e\u5b9a\u4f4d\u5206\u5b50\u5e93+\u5168\u6d41\u7a0b\u81ea\u52a8\u53163.5\u5c0f\u65f6\u5b8c\u621020\u4e07\u5206\u5b50\u5bf9\u63a5<\/a><\/strong><a rel=\"noreferrer noopener\" aria-label=\"\u738b\u8005\u5e26\u98deLeDock\uff01\u5f00\u7bb1\u5373\u7528&amp;\u4e00\u952e\u5b9a\u4f4d\u5206\u5b50\u5e93+\u5168\u6d41\u7a0b\u81ea\u52a8\u53163.5\u5c0f\u65f6\u5b8c\u621020\u4e07\u5206\u5b50\u5bf9\u63a5 \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/bio-ledock\/\" target=\"_blank\"> <\/a><br> <strong><a href=\"https:\/\/fastonetech.com\/blog\/bio-moe\/\">1\u5206\u949f\u544a\u8bc9\u4f60\u7528MOE\u6a21\u62df200000\u4e2a\u5206\u5b50\u8981\u82b1\u591a\u5c11\u94b1<\/a><\/strong><a href=\"https:\/\/fastonetech.com\/blog\/bio-moe\/\"> <\/a><br> <strong><a href=\"https:\/\/fastonetech.com\/blog\/bio-amber-and-multi-cloud\/\">155\u4e2aGPU\uff01\u591a\u4e91\u573a\u666f\u4e0b\u7684 Amber\u81ea\u7531\u80fd\u8ba1\u7b97<\/a><\/strong><a href=\"https:\/\/fastonetech.com\/blog\/bio-amber-and-multi-cloud\/\"> <\/a><br> <strong><a rel=\"noreferrer noopener\" aria-label=\"\u63d0\u901f2920\u500d\uff01\u7528AutoDock Vina\u5bf9\u63a52800\u4e07\u4e2a\u5206\u5b50 \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/case-vina-20201021\/\" target=\"_blank\">\u63d0\u901f2920\u500d\uff01\u7528AutoDock Vina\u5bf9\u63a52800\u4e07\u4e2a\u5206\u5b50<\/a><\/strong><a rel=\"noreferrer noopener\" aria-label=\"\u63d0\u901f2920\u500d\uff01\u7528AutoDock Vina\u5bf9\u63a52800\u4e07\u4e2a\u5206\u5b50 \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/case-vina-20201021\/\" target=\"_blank\"> <\/a><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><strong>\u65b0\u836f\u7814\u53d1\u5e73\u53f0\uff1a<\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/fcp\/\" target=\"_blank\">\u4eca\u65e5\u4e0a\u65b0\u2014\u2014FCP<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/zhuanyoudqu\/\" target=\"_blank\">\u4e13\u6709D\u533a\u9707\u64bc\u4e0a\u5e02\uff0c\u9ad8\u6027\u4ef7\u6bd4\u7684\u7a00\u7f3a\u5927\u673a\u578b\u8c01\u4e0d\u7231\uff1f<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/fsched\/\" target=\"_blank\">\u56fd\u4ea7\u8c03\u5ea6\u5668\u4e4b\u5149\u2014\u2014Fsched\u5230\u5e95\u6709\u591a\u80fd\u6253\uff1f<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" aria-label=\"\u521b\u65b0\u836f\u7814\u53d1\u4e5d\u6b7b\u4e00\u751f\uff0cCADD\/AIDD\u662f\u7b54\u6848\u5417\uff1f\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/aiddcaddjd\/\" target=\"_blank\">\u521b\u65b0\u836f\u7814\u53d1\u4e5d\u6b7b\u4e00\u751f\uff0cCADD\/AIDD\u662f\u7b54\u6848\u5417\uff1f<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" aria-label=\"\u5168\u740344\u5bb6\u9876\u5c16\u836f\u4f01AI\u8f85\u52a9\u836f\u7814\u884c\u52a8\u767d\u76ae\u4e66 \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/bio-aidd-whitepaper-2021\/\" target=\"_blank\">\u5168\u740344\u5bb6\u9876\u5c16\u836f\u4f01AI\u8f85\u52a9\u836f\u7814\u884c\u52a8\u767d\u76ae\u4e66<\/a><\/strong><a rel=\"noreferrer noopener\" aria-label=\"\u5168\u740344\u5bb6\u9876\u5c16\u836f\u4f01AI\u8f85\u52a9\u836f\u7814\u884c\u52a8\u767d\u76ae\u4e66 \uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/bio-aidd-whitepaper-2021\/\" target=\"_blank\"> <\/a><\/p>\n\n\n\n<p class=\"has-text-color has-vivid-cyan-blue-color wp-block-paragraph\"><br><strong>\u8fd1\u671f\u91cd\u5927\u4e8b\u4ef6\uff1a<\/strong><br><strong><a rel=\"noreferrer noopener\" aria-label=\"\u901f\u77f3\u79d1\u6280\u5b8c\u6210\u9f99\u82af\u3001\u6d77\u5149\u3001\u8d85\u4e91\u517c\u5bb9\u4e92\u8ba4\u8bc1\uff0c\u62d3\u5bbd\u4fe1\u521b\u751f\u6001\u7248\u56fe\uff08\u5728\u65b0\u7a97\u53e3\u6253\u5f00\uff09\" href=\"https:\/\/fastonetech.com\/blog\/xinchuang\/\" target=\"_blank\">\u901f\u77f3\u79d1\u6280\u5b8c\u6210\u9f99\u82af\u3001\u6d77\u5149\u3001\u8d85\u4e91\u517c\u5bb9\u4e92\u8ba4\u8bc1\uff0c\u62d3\u5bbd\u4fe1\u521b\u751f\u6001\u7248\u56fe<\/a><\/strong> <br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/dawanqusuanli\/\" target=\"_blank\">\u901f\u77f3\u79d1\u6280\u5165\u9a7b\u7ca4\u6e2f\u6fb3\u5927\u6e7e\u533a\u7b97\u529b\u8c03\u5ea6\u5e73\u53f0\uff0c\u53c2\u4e0e\u5efa\u8bbe\u6570\u7b97\u7528\u4e00\u4f53\u5316\u53d1\u5c55\u65b0\u8303\u5f0f<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/nextpark\/\" target=\"_blank\">\u901f\u77f3\u79d1\u6280\u6210NEXT PARK\u4ea7\u4e1a\u5408\u4f19\u4eba\uff0c\u5171\u540c\u6253\u9020\u5168\u7403\u9886\u5148\u7684\u65b0\u5174\u4ea7\u4e1a\u96c6\u7fa4<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/iccad2023\/\" target=\"_blank\">\u901f\u77f3\u79d1\u6280\u51fa\u5e2dICCAD2023\uff0c\u65b0\u4e00\u4ee3\u82af\u7247\u7814\u53d1\u5e73\u53f0\u52a9\u529b\u534a\u5bfc\u4f53\u4f01\u4e1a\u7f29\u77ed\u7814\u53d1\u5468\u671f<\/a><\/strong><br><strong><a rel=\"noreferrer noopener\" href=\"https:\/\/fastonetech.com\/blog\/xinqiyuan\/\" target=\"_blank\">\u901f\u77f3\u79d1\u6280\u4e0e\u82af\u542f\u6e90\u5f00\u542f\u6218\u7565\u5408\u4f5c\uff0c\u8054\u624b\u6253\u9020\u8f6f\u786c\u4ef6\u4e00\u4f53\u82af\u7247\u7814\u53d1\u4e91\u5e73\u53f0<\/a><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" decoding=\"async\" width=\"593\" height=\"1024\" src=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710831147-\u56fe11-593x1024.jpg\" alt=\"\" class=\"wp-image-6011\" srcset=\"https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710831147-\u56fe11-593x1024.jpg 593w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710831147-\u56fe11-174x300.jpg 174w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710831147-\u56fe11-768x1326.jpg 768w, https:\/\/fastonetech.com\/blog\/wp-content\/uploads\/2024\/03\/1710831147-\u56fe11.jpg 1080w\" sizes=\"auto, (max-width: 593px) 100vw, 593px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/ebEicFpS8Uf4ArQnicC0BSIXztHxumRZEPlLu63meib1qRqH2AdDMtIftib3sLXcO30zQBcA4cMlWoTB5BO9iaibzYeA\/640?wx_fmt=other&amp;wxfrom=5&amp;wx_lazy=1&amp;wx_co=1&amp;tp=webp\" alt=\"\u56fe\u7247\"\/><\/figure>\n","protected":false},"excerpt":{"rendered":"\"\u7ed3\u6784\u5c31\u662f\u529f\u80fd\"\u2014\u2014\u86cb\u767d\u8d28\u7684\u5de5\u4f5c\u539f\u7406\u548c\u4f5c\u7528\u53d6\u51b3\u4e8e\u51763D\u5f62\u72b6\u3002 2020\u5e74\u672b\uff0c\u57fa\u4e8e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684AlphaFold2\uff0c\u4e00\u4e3e\u7834\u89e3\u4e86 &hellip;","protected":false},"author":1,"featured_media":6282,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":[],"categories":[12],"tags":[447,448,52,23,449],"class_list":["post-6273","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cases","tag-alphafold2","tag-workflow","tag-52","tag-23","tag-449"],"_links":{"self":[{"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/posts\/6273","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/comments?post=6273"}],"version-history":[{"count":0,"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/posts\/6273\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/media\/6282"}],"wp:attachment":[{"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/media?parent=6273"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/categories?post=6273"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fastonetech.com\/blog\/wp-json\/wp\/v2\/tags?post=6273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}