{"id":66103,"date":"2026-10-14T10:23:20","date_gmt":"2026-10-14T02:23:20","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=66103"},"modified":"2026-10-14T10:23:20","modified_gmt":"2026-10-14T02:23:20","slug":"alphafold3-local-deployment-resource-planning","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/alphafold3-local-deployment-resource-planning\/","title":{"rendered":"AlphaFold 3 \u88c5\u597d\u4e86\u5374\u8dd1\u4e0d\u52a8\uff1f1 TB \u6570\u636e\u5e93\u300164 GB \u5185\u5b58\u548c 80 GB \u663e\u5b58\u8be5\u600e\u4e48\u914d"},"content":{"rendered":"<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/10\/daily-bio-blog-20261014-alphafold3-compute-alphafold3-compute-poster-v2.png?ssl=1\" alt=\"AlphaFold 3 \u672c\u5730\u90e8\u7f72\u8d44\u6e90\u6e05\u5355\uff1a\u6570\u636e\u5e93\u3001\u78c1\u76d8\u3001\u5185\u5b58\u3001GPU \u4e0e\u5206\u9636\u6bb5\u8fd0\u884c\u5efa\u8bae\" \/><figcaption>AlphaFold 3 \u7684\u8d44\u6e90\u5224\u65ad\u4e0d\u80fd\u53ea\u770b\u663e\u5361\uff1a\u6570\u636e\u5e93\u3001CPU \u68c0\u7d22\u3001\u5185\u5b58\u3001SSD \u548c GPU \u63a8\u7406\u9700\u8981\u5206\u9636\u6bb5\u914d\u7f6e\u3002<\/figcaption><\/figure>\n<p>\u4e0d\u5c11\u4eba\u4ee5\u4e3a AlphaFold 3 \u7684\u95e8\u69db\u5c31\u662f\u201c\u4e00\u5f20\u663e\u5361\u201d\u3002\u771f\u6b63\u90e8\u7f72\u540e\u624d\u53d1\u73b0\uff1a\u6a21\u578b\u5bb9\u5668\u5df2\u7ecf\u542f\u52a8\uff0c\u4efb\u52a1\u4ecd\u53ef\u80fd\u5361\u5728\u6570\u636e\u5e93\u4e0b\u8f7d\u3001MSA \u641c\u7d22\u3001\u5185\u5b58\u4e0d\u8db3\u6216 JAX \u7f16\u8bd1\uff1b\u5982\u679c\u8981\u6279\u91cf\u9884\u6d4b\u86cb\u767d\u2014\u86cb\u767d\u3001\u86cb\u767d\u2014\u6838\u9178\u6216\u86cb\u767d\u2014\u5c0f\u5206\u5b50\u590d\u5408\u7269\uff0c\u7b49\u5f85\u65f6\u95f4\u548c\u5931\u8d25\u91cd\u8dd1\u8fd8\u4f1a\u7ee7\u7eed\u653e\u5927\u3002<\/p>\n<p>\u95ee\u9898\u4e0d\u5728\u4e8e AlphaFold 3 \u4e0d\u80fd\u8fd0\u884c\uff0c\u800c\u5728\u4e8e\u5b83\u5176\u5b9e\u5305\u542b\u4e24\u7c7b\u8d44\u6e90\u7279\u5f81\u5b8c\u5168\u4e0d\u540c\u7684\u5de5\u4f5c\uff1a\u524d\u534a\u6bb5\u662f\u4f9d\u8d56\u6570\u636e\u5e93\u3001CPU\u3001\u5185\u5b58\u548c\u78c1\u76d8 I\/O \u7684\u6570\u636e\u68c0\u7d22\uff0c\u540e\u534a\u6bb5\u624d\u662f\u4f9d\u8d56 GPU \u548c\u663e\u5b58\u7684\u6a21\u578b\u63a8\u7406\u3002\u628a\u4e24\u6bb5\u6df7\u5728\u4e00\u53f0\u673a\u5668\u4e0a\u786c\u8dd1\uff0c\u5f80\u5f80\u65e2\u6d6a\u8d39\u8d44\u6e90\uff0c\u4e5f\u96be\u6392\u67e5\u74f6\u9888\u3002<\/p>\n<h2 id=\"section\">\u5148\u770b\u5b98\u65b9\u91cf\u7ea7\uff1a\u663e\u5361\u53ea\u662f\u5176\u4e2d\u4e00\u9879<\/h2>\n<p>Google DeepMind \u5f53\u524d\u5b89\u88c5\u6587\u6863\u7ed9\u51fa\u7684\u5b8c\u6574\u90e8\u7f72\u91cf\u7ea7\u5f88\u76f4\u89c2\uff1a\u9057\u4f20\u6570\u636e\u5e93\u4e0b\u8f7d\u7ea6 <strong>252 GB<\/strong>\uff0c\u89e3\u538b\u540e\u7ea6 <strong>630 GB<\/strong>\uff0c\u5b8c\u6574\u5b89\u88c5\u9700\u9884\u7559\u6700\u9ad8\u7ea6 <strong>1 TB<\/strong> \u78c1\u76d8\uff0c\u5e76\u63a8\u8350\u4f7f\u7528 SSD\uff1b\u957f\u5e8f\u5217\u7684\u6570\u636e\u68c0\u7d22\u9636\u6bb5\u5efa\u8bae\u81f3\u5c11\u51c6\u5907 <strong>64 GB \u5185\u5b58<\/strong>\u3002\u5b98\u65b9\u9a8c\u8bc1\u7684\u9ad8\u6027\u80fd\u914d\u7f6e\u5305\u62ec\u5355\u5f20 <strong>A100 80 GB<\/strong> \u6216 <strong>H100 80 GB<\/strong>\uff0c\u53ef\u5904\u7406\u6700\u591a 5,120 tokens \u7684\u8f93\u5165\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table style=\"table-layout:fixed\">\n<thead>\n<tr>\n<th>\u73af\u8282<\/th>\n<th>\u4e3b\u8981\u8d44\u6e90<\/th>\n<th>\u5b98\u65b9\u4fe1\u606f\u6216\u5b9e\u7528\u5224\u65ad<\/th>\n<th>\u5e38\u89c1\u5931\u8d25\u8868\u73b0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6570\u636e\u5e93\u51c6\u5907<\/td>\n<td>\u5bb9\u91cf\u3001\u5e26\u5bbd\u3001\u89e3\u538b\u7a7a\u95f4<\/td>\n<td>\u4e0b\u8f7d\u7ea6 252 GB\uff0c\u89e3\u538b\u7ea6 630 GB\uff0c\u5b8c\u6574\u90e8\u7f72\u6700\u9ad8\u7ea6 1 TB<\/td>\n<td>\u4e0b\u8f7d\u4e2d\u65ad\u3001\u78c1\u76d8\u5199\u6ee1\u3001\u6743\u9650\u62a5\u9519<\/td>\n<\/tr>\n<tr>\n<td>MSA\/\u6a21\u677f\u641c\u7d22<\/td>\n<td>CPU\u3001\u5185\u5b58\u3001SSD I\/O<\/td>\n<td>\u5efa\u8bae\u81f3\u5c11 64 GB \u5185\u5b58\uff1b\u6df1 MSA \u53ef\u80fd\u9700\u8981\u66f4\u591a<\/td>\n<td>\u641c\u7d22\u6781\u6162\u3001\u5185\u5b58\u88ab\u6740\u3001\u8fdb\u7a0b\u957f\u65f6\u95f4\u65e0\u8f93\u51fa<\/td>\n<\/tr>\n<tr>\n<td>\u6a21\u578b\u63a8\u7406<\/td>\n<td>GPU\u3001\u663e\u5b58\u3001JAX \u7f16\u8bd1<\/td>\n<td>\u5b98\u65b9\u91cd\u70b9\u9a8c\u8bc1 A100\/H100 80 GB\uff1b\u8f93\u5165\u8d8a\u5927\u8017\u65f6\u8d8a\u9ad8<\/td>\n<td>OOM\u3001\u91cd\u590d\u7f16\u8bd1\u3001\u663e\u5361\u5229\u7528\u7387\u95f4\u6b47\u6027\u4e0b\u964d<\/td>\n<\/tr>\n<tr>\n<td>\u6279\u91cf\u4efb\u52a1<\/td>\n<td>\u8c03\u5ea6\u3001\u7f13\u5b58\u3001\u7ed3\u679c\u7ba1\u7406<\/td>\n<td>\u5e94\u590d\u7528 MSA\u3001\u6a21\u677f\u548c\u7f16\u8bd1\u7f13\u5b58<\/td>\n<td>\u76f8\u540c\u94fe\u91cd\u590d\u68c0\u7d22\uff0c\u6210\u672c\u548c\u603b\u65f6\u95f4\u6210\u500d\u589e\u52a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>\u8fd9\u4e9b\u4e0d\u662f\u6240\u6709\u4efb\u52a1\u7684\u6700\u4f4e\u914d\u7f6e\u3002\u8f83\u77ed\u8f93\u5165\u53ef\u4ee5\u4f7f\u7528\u66f4\u5c0f\u663e\u5b58\u7684\u8bbe\u5907\uff0c\u4f8b\u5982\u5b98\u65b9\u6587\u6863\u7ed9\u51fa A100 40 GB \u914d\u5408 unified memory \u53ef\u5904\u7406\u5230 4,352 tokens\uff0c\u4f46\u541e\u5410\u4f1a\u4f4e\u4e8e 80 GB \u914d\u7f6e\u3002\u5173\u952e\u4e0d\u662f\u7167\u6284\u4e00\u5f20\u201c\u4e07\u80fd\u914d\u7f6e\u8868\u201d\uff0c\u800c\u662f\u5148\u770b\u8f93\u5165 token \u6570\u3001\u590d\u5408\u7269\u7c7b\u578b\u3001\u6a21\u578b\u79cd\u5b50\u6570\u91cf\u548c\u4efb\u52a1\u6279\u91cf\u3002<\/p>\n<h2 id=\"cpu-cpu\">\u65b0\u7248\u652f\u6301 CPU\uff0c\u4e0d\u4ee3\u8868 CPU \u9002\u5408\u6279\u91cf\u751f\u4ea7<\/h2>\n<p>AlphaFold 3 v3.0.4 \u5df2\u52a0\u5165 CPU-only \u548c Apple Silicon \u8def\u5f84\uff0c\u8fd9\u8ba9\u6d4b\u8bd5\u73af\u5883\u66f4\u5bb9\u6613\u642d\u5efa\u3002\u4f46\u5b98\u65b9\u5b89\u88c5\u6587\u6863\u540c\u65f6\u8bf4\u660e\uff0cCPU-only \u6298\u53e0\u5927\u7ea6\u6bd4 GPU \u6162 <strong>100 \u500d<\/strong>\uff0c\u4e14\u5e76\u975e\u5176\u91cd\u70b9\u6570\u503c\u9a8c\u8bc1\u8def\u5f84\u3002<\/p>\n<p>\u56e0\u6b64\uff0cCPU \u6a21\u5f0f\u66f4\u9002\u5408\u68c0\u67e5 JSON \u8f93\u5165\u3001\u9a8c\u8bc1\u4f9d\u8d56\u3001\u8dd1\u901a\u5c0f\u4efb\u52a1\uff1b\u5f53\u76ee\u6807\u662f\u51e0\u5341\u5230\u51e0\u767e\u4e2a\u5019\u9009\u3001\u591a\u4e2a seed \u6216\u8f83\u5927\u590d\u5408\u7269\u65f6\uff0cGPU \u4ecd\u662f\u66f4\u73b0\u5b9e\u7684\u751f\u4ea7\u9009\u62e9\u3002\u80fd\u542f\u52a8\u4e0e\u80fd\u6309\u622a\u6b62\u65f6\u95f4\u5b8c\u6210\uff0c\u662f\u4e24\u5957\u6807\u51c6\u3002<\/p>\n<h2 id=\"gpu\">\u6280\u672f\u5e72\u8d27\u4e00\uff1a\u628a\u6570\u636e\u68c0\u7d22\u548c GPU \u63a8\u7406\u62c6\u5f00<\/h2>\n<p>\u5b98\u65b9\u7a0b\u5e8f\u5141\u8bb8\u901a\u8fc7 <code>--run_inference=false<\/code> \u53ea\u8fd0\u884c MSA \u4e0e\u6a21\u677f\u641c\u7d22\uff0c\u4e5f\u5141\u8bb8\u901a\u8fc7 <code>--run_data_pipeline=false<\/code> \u8df3\u8fc7\u6570\u636e\u68c0\u7d22\u3001\u53ea\u505a\u7279\u5f81\u5316\u548c\u6a21\u578b\u63a8\u7406\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u53ef\u4ee5\u628a CPU \u5bc6\u96c6\u7684\u6570\u636e\u68c0\u7d22\u653e\u5230\u5927\u5185\u5b58\u3001\u5feb\u901f SSD \u7684\u8282\u70b9\uff0c\u628a\u63a8\u7406\u653e\u5230\u9ad8\u663e\u5b58 GPU \u8282\u70b9\u3002GPU \u4e0d\u5fc5\u5728\u6570\u636e\u5e93\u641c\u7d22\u65f6\u7a7a\u7b49\uff0c\u68c0\u7d22\u4ea7\u751f\u7684 JSON \u4e5f\u53ef\u4ee5\u4fdd\u5b58\u5e76\u590d\u7528\uff0c\u5931\u8d25\u65f6\u65e0\u9700\u5168\u90e8\u4ece\u5934\u518d\u6765\u3002<\/p>\n<p>\u5bf9\u4e8e\u56fa\u5b9a\u94fe A \u4e0e\u591a\u4e2a\u5019\u9009\u94fe\u7ec4\u5408\u7684\u4efb\u52a1\uff0c\u590d\u7528\u4ef7\u503c\u66f4\u660e\u663e\u3002\u5b98\u65b9\u6027\u80fd\u6587\u6863\u4e3e\u4f8b\uff1a\u82e5\u6709 n \u6761\u7b2c\u4e00\u7c7b\u94fe\u548c m \u6761\u7b2c\u4e8c\u7c7b\u94fe\uff0c\u5148\u5206\u522b\u9884\u8ba1\u7b97 MSA \u4e0e\u6a21\u677f\uff0c\u53ef\u628a\u539f\u672c n\u00d7m \u6b21\u5b8c\u6574\u68c0\u7d22\u964d\u4e3a n+m \u6b21\u6570\u636e\u7ba1\u7ebf\u8fd0\u884c\uff0c\u518d\u7ec4\u5408\u505a\u63a8\u7406\u3002\u5019\u9009\u7b5b\u9009\u8d8a\u591a\uff0c\u8fd9\u4e00\u5dee\u8ddd\u8d8a\u5927\u3002<\/p>\n<h2 id=\"section-1\">\u6280\u672f\u5e72\u8d27\u4e8c\uff1a\u522b\u8ba9\u7f16\u8bd1\u65f6\u95f4\u53cd\u590d\u541e\u6389\u5c0f\u4efb\u52a1<\/h2>\n<p>JAX \u9996\u6b21\u9047\u5230\u65b0\u7684\u8f93\u5165 bucket \u4f1a\u7f16\u8bd1\u8ba1\u7b97\u56fe\u3002\u82e5\u6279\u91cf\u4efb\u52a1\u7684\u957f\u5ea6\u5206\u5e03\u6742\u4e71\uff0c\u91cd\u590d\u7f16\u8bd1\u53ef\u80fd\u8ba9\u4eba\u8bef\u4ee5\u4e3a GPU \u6027\u80fd\u4e0d\u7a33\u5b9a\u3002AlphaFold 3 \u652f\u6301\u6301\u4e45\u5316\u7f16\u8bd1\u7f13\u5b58\uff1b\u5b98\u65b9\u4ee5 152 \u4e2a\u6b8b\u57fa\u7684\u86cb\u767d\u4e3a\u4f8b\uff0c\u9996\u6b21\u8fd0\u884c\u603b\u8ba1 148 \u79d2\uff0c\u7f13\u5b58\u9884\u70ed\u540e\u7b2c\u4e8c\u6b21\u603b\u65f6\u95f4\u964d\u5230 <strong>32 \u79d2<\/strong>\uff0c\u5176\u4e2d\u63a8\u7406\u90e8\u5206\u4e3a 15 \u79d2\u3002<\/p>\n<p>\u6279\u91cf\u4efb\u52a1\u53ef\u5148\u6309 token \u957f\u5ea6\u5206\u7ec4\uff0c\u5408\u7406\u8bbe\u7f6e buckets\uff0c\u5e76\u4f7f\u7528 <code>--jax_compilation_cache_dir<\/code> \u4fdd\u7559\u7f13\u5b58\u3002\u9700\u8981\u6ce8\u610f\uff0c\u8fd9\u7ec4\u6570\u5b57\u662f\u5b98\u65b9\u7279\u5b9a\u793a\u4f8b\uff0c\u4e0d\u5e94\u76f4\u63a5\u5f53\u4f5c\u4efb\u4f55\u670d\u52a1\u5668\u90fd\u80fd\u590d\u73b0\u7684\u627f\u8bfa\u3002<\/p>\n<h2 id=\"gb\">80 GB \u663e\u5b58\u80fd\u5e26\u6765\u4ec0\u4e48\uff1f\u770b\u8f93\u5165\u89c4\u6a21\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u5361\u540d<\/h2>\n<p>\u5728\u5b98\u65b9\u65e0\u7f16\u8bd1\u65f6\u95f4\u6d4b\u8bd5\u4e2d\uff0c\u5355\u5f20 A100 80 GB \u5904\u7406 1,024 tokens \u7ea6\u9700 62 \u79d2\uff0c5,120 tokens \u7ea6\u9700 2,547 \u79d2\uff1bH100 80 GB \u5bf9\u5e94\u7ea6\u4e3a 34 \u79d2\u548c 1,416 \u79d2\u3002\u8f93\u5165\u89c4\u6a21\u589e\u957f\u540e\uff0c\u8017\u65f6\u5e76\u975e\u7ebf\u6027\u589e\u52a0\uff0c\u56e0\u6b64\u957f\u590d\u5408\u7269\u3001\u591a\u4e2a seed \u548c\u6279\u91cf\u5019\u9009\u5e94\u5728\u542f\u52a8\u524d\u505a\u5bb9\u91cf\u4e0e\u6392\u671f\u4f30\u7b97\u3002<\/p>\n<p>\u670d\u52a1\u5668\u771f\u6b63\u8282\u7701\u7684\u4e5f\u4e0d\u53ea\u662f\u5355\u6b21\u63a8\u7406\u65f6\u95f4\u3002\u66f4\u91cd\u8981\u7684\u662f\u6570\u636e\u5e93\u5e38\u9a7b\u3001\u73af\u5883\u56fa\u5b9a\u3001\u4efb\u52a1\u6392\u961f\u3001\u65e5\u5fd7\u4fdd\u7559\u3001\u5931\u8d25\u7eed\u8dd1\uff0c\u4ee5\u53ca\u628a CPU \u641c\u7d22\u548c GPU \u63a8\u7406\u653e\u5728\u5408\u9002\u8d44\u6e90\u4e0a\u3002\u5bf9\u5076\u5c14\u8dd1\u4e00\u4e2a\u77ed\u5e8f\u5217\u7684\u4eba\uff0c\u5728\u7ebf\u670d\u52a1\u6216\u5c0f\u89c4\u6a21\u6d4b\u8bd5\u53ef\u80fd\u66f4\u7701\u4e8b\uff1b\u5bf9\u9700\u8981\u672c\u5730\u90e8\u7f72\u3001\u6279\u91cf\u8fd0\u884c\u6216\u590d\u73b0\u6d41\u7a0b\u7684\u56e2\u961f\uff0c\u7a33\u5b9a\u73af\u5883\u4e0e\u8c03\u5ea6\u80fd\u529b\u5f80\u5f80\u6bd4\u4e34\u65f6\u627e\u4e00\u5f20\u663e\u5361\u66f4\u91cd\u8981\u3002<\/p>\n<h2 id=\"section-2\">\u4e09\u79cd\u4f7f\u7528\u65b9\u5f0f\uff0c\u5148\u6309\u4efb\u52a1\u9891\u7387\u9009\u62e9<\/h2>\n<p>\u5982\u679c\u53ea\u662f\u5076\u5c14\u9a8c\u8bc1\u4e00\u4e2a\u8f83\u77ed\u7684\u76ee\u6807\uff0c\u5148\u4f7f\u7528\u5408\u89c4\u7684\u5728\u7ebf\u5165\u53e3\u6216\u4e34\u65f6\u7b97\u529b\uff0c\u901a\u5e38\u6bd4\u7ef4\u62a4\u6574\u5957\u6570\u636e\u5e93\u66f4\u7b80\u5355\u3002\u82e5\u8bfe\u9898\u7ec4\u9700\u8981\u53cd\u590d\u8fd0\u884c\u540c\u4e00\u6279\u5019\u9009\u3001\u8c03\u6574\u590d\u5408\u7269\u7ec4\u5408\u6216\u4fdd\u7559\u53ef\u590d\u73b0\u73af\u5883\uff0c\u9002\u5408\u79df\u7528\u5df2\u7ecf\u914d\u7f6e\u597d CPU\u3001\u5185\u5b58\u3001SSD \u548c GPU 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\u4e2a\u4ee3\u8868\u6027\u8f93\u5165\u505a\u5c0f\u89c4\u6a21\u57fa\u51c6\uff0c\u8bb0\u5f55\u6570\u636e\u7ba1\u7ebf\u8017\u65f6\u3001\u5cf0\u503c\u5185\u5b58\u3001\u663e\u5b58\u548c\u5355\u4efb\u52a1\u8f93\u51fa\u5927\u5c0f\uff0c\u518d\u4f30\u7b97\u5168\u90e8\u4efb\u52a1\uff0c\u901a\u5e38\u6bd4\u76f4\u63a5\u628a\u6570\u767e\u4e2a JSON \u4e00\u6b21\u6027\u5165\u961f\u66f4\u7a33\u59a5\u3002<\/p>\n<h2 id=\"section-3\">\u5148\u63d0\u4f9b 6 \u9879\u4fe1\u606f\uff0c\u518d\u51b3\u5b9a\u600e\u4e48\u8dd1<\/h2>\n<p>\u5982\u679c\u51c6\u5907\u90e8\u7f72\u6216\u6279\u91cf\u8fd0\u884c AlphaFold 3\uff0c\u53ef\u4ee5\u5148\u6574\u7406\uff1a<strong>\u5e8f\u5217\u6216\u590d\u5408\u7269\u7c7b\u578b\u3001\u603b token\/\u6b8b\u57fa\u91cf\u7ea7\u3001\u4efb\u52a1\u6570\u91cf\u3001seed \u6570\u91cf\u3001\u53ef\u63a5\u53d7\u5b8c\u6210\u65f6\u95f4\u3001\u73b0\u6709 CPU\/\u5185\u5b58\/GPU\/\u78c1\u76d8<\/strong>\u3002\u4e91\u751f\u4fe1\u53ef\u4ee5\u5148\u5224\u65ad\u74f6\u9888\u5728\u6570\u636e\u5e93\u3001\u6570\u636e\u7ba1\u7ebf\u3001\u663e\u5b58\u8fd8\u662f\u6279\u91cf\u8c03\u5ea6\uff0c\u518d\u5206\u522b\u6c9f\u901a\u4e91\u751f\u4fe1\u670d\u52a1\u5668\u4e0a\u7684\u73af\u5883\u90e8\u7f72\u3001\u79df\u7528\u7b97\u529b\u81ea\u884c\u64cd\u4f5c\uff0c\u6216\u5355\u72ec\u59d4\u6258\u5206\u6790\uff1b\u670d\u52a1\u8303\u56f4\u4e0e\u8d39\u7528\u5206\u522b\u786e\u8ba4\u3002<\/p>\n<p><a class=\"button\" href=\"https:\/\/work.weixin.qq.com\/kfid\/kfcb05492f29d4d6064\" target=\"_blank\" rel=\"noopener noreferrer\" data-ysx-event=\"contact_click\" data-ysx-source=\"daily-bio-blog-20261014-alphafold3-compute\">\u63d0\u4ea4\u4efb\u52a1\u4fe1\u606f\uff0c\u54a8\u8be2 AlphaFold 3 \u914d\u7f6e<\/a><\/p>\n<p>\u9996\u6b21\u6c9f\u901a\u53ea\u9700\u4efb\u52a1\u6982\u51b5\u548c\u53ef\u5206\u4eab\u7684\u62a5\u9519\u6458\u8981\uff0c\u4e0d\u5fc5\u76f4\u63a5\u53d1\u9001\u672a\u786e\u8ba4\u53ef\u4f20\u8f93\u7684\u5b8c\u6574\u7814\u7a76\u6570\u636e\u3002AlphaFold 3 \u8f93\u51fa\u5c5e\u4e8e\u8ba1\u7b97\u9884\u6d4b\uff0c\u9700\u7ed3\u5408\u7f6e\u4fe1\u5ea6\u3001\u5b9e\u9a8c\u6570\u636e\u548c\u5177\u4f53\u7814\u7a76\u95ee\u9898\u89e3\u91ca\uff0c\u4e0d\u80fd\u66ff\u4ee3\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u4e5f\u4e0d\u7528\u4e8e\u4e34\u5e8a\u5224\u65ad\u3002<\/p>\n<h2 id=\"section-4\">\u53c2\u8003\u8d44\u6599<\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/google-deepmind\/alphafold3\/blob\/main\/docs\/installation.md\" target=\"_blank\" rel=\"noopener noreferrer\">Google DeepMind\uff1aAlphaFold 3 \u5b89\u88c5\u4e0e\u786c\u4ef6\u8981\u6c42<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/google-deepmind\/alphafold3\/blob\/main\/docs\/performance.md\" target=\"_blank\" rel=\"noopener noreferrer\">Google DeepMind\uff1aAlphaFold 3 \u6027\u80fd\u4e0e\u5206\u9636\u6bb5\u8fd0\u884c<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/google-deepmind\/alphafold3\/releases\" target=\"_blank\" rel=\"noopener noreferrer\">Google DeepMind\uff1aAlphaFold 3 v3.0.4 \u66f4\u65b0\u8bf4\u660e<\/a><\/li>\n<li><a href=\"https:\/\/www.nature.com\/articles\/s41586-024-07487-w\" target=\"_blank\" rel=\"noopener noreferrer\">Nature\uff1aAlphaFold 3 \u539f\u59cb\u8bba\u6587<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>AlphaFold 3 \u7684\u74f6\u9888\u4e0d\u53ea\u6709\u663e\u5361\u3002\u672c\u6587\u7ed3\u5408\u5b98\u65b9\u6570\u636e\uff0c\u62c6\u89e3\u6570\u636e\u5e93\u3001MSA \u641c\u7d22\u3001CPU \u5185\u5b58\u3001SSD\u3001GPU \u663e\u5b58\u548c JAX \u7f16\u8bd1\uff0c\u5e76\u8bf4\u660e\u5982\u4f55\u590d\u7528 MSA \u4e0e\u7f13\u5b58\u3001\u89c4\u5212\u6279\u91cf\u4efb\u52a1\u3002<\/p>\n","protected":false},"author":1,"featured_media":66102,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[1,75],"tags":[354,356,350,223,355,353,352,351],"class_list":["post-66103","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-part","category-compute-environment","tag-a100","tag-ai","tag-alphafold-3","tag-gpu-server","tag-h100","tag-msa","tag-352","tag-351"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/10\/daily-bio-blog-20261014-alphafold3-compute-alphafold3-compute-poster-v2.png?fit=1122%2C1402&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/comments?post=66103"}],"version-history":[{"count":1,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66103\/revisions"}],"predecessor-version":[{"id":66106,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/66103\/revisions\/66106"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/66102"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=66103"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=66103"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=66103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}