{"id":6124,"date":"2026-09-02T20:28:28","date_gmt":"2026-09-02T11:28:28","guid":{"rendered":"https:\/\/eternalsphere.net\/echoes\/?p=6124"},"modified":"2026-09-12T17:16:58","modified_gmt":"2026-09-12T08:16:58","slug":"0azeyfzb2o0muhb","status":"publish","type":"post","link":"https:\/\/blog.eternalsphere.net\/index.php\/2026\/09\/02\/0azeyfzb2o0muhb\/","title":{"rendered":"\u7528\u591a\u53f0\u5f02\u6784 x86 \u4e3b\u673a\u642d\u5efa Linux \u8ba1\u7b97\u96c6\u7fa4\uff1aSlurm + Open MPI \u5b9e\u8df5\u601d\u8def"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u591a\u53f0\u95f2\u7f6e\u6216\u7528\u9014\u4e0d\u540c\u7684 x86 \u4e3b\u673a\uff0c\u5982\u679c CPU \u6838\u5fc3\u6570\u3001\u5185\u5b58\u5bb9\u91cf\u751a\u81f3 GPU \u578b\u53f7\u90fd\u4e0d\u4e00\u81f4\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5b83\u4eec\u53ea\u80fd\u5206\u522b\u8fd0\u884c\u72ec\u7acb\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7 Linux\u3001Slurm \u548c Open MPI\uff0c\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u673a\u5668\u7ec4\u7ec7\u6210\u4e00\u4e2a\u7edf\u4e00\u7ba1\u7406\u7684\u5f02\u6784\u8ba1\u7b97\u96c6\u7fa4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u67b6\u6784\u4e0d\u4f1a\u628a\u51e0\u9897\u7269\u7406 CPU \u548c\u51e0\u7ec4\u5185\u5b58\u900f\u660e\u5730\u53d8\u6210\u4e00\u5757\u201c\u8d85\u7ea7\u4e3b\u677f\u201d\uff0c\u4f46\u53ef\u4ee5\u5efa\u7acb\u4e00\u4e2a\u7edf\u4e00\u7684\u8d44\u6e90\u8c03\u5ea6\u5c42\uff0c\u8ba9\u8ba1\u7b97\u4efb\u52a1\u81ea\u52a8\u4f7f\u7528\u6574\u4e2a\u96c6\u7fa4\u4e2d\u7684\u7a7a\u95f2 CPU\u3001\u5185\u5b58\u548c GPU\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u4ec0\u4e48\u662f\u771f\u6b63\u7684\u8ba1\u7b97\u96c6\u7fa4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5047\u8bbe\u5b58\u5728\u56db\u53f0\u89c4\u683c\u4e0d\u540c\u7684 x86 \u4e3b\u673a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node A\n16 CPU Core\n64GB RAM\nGPU\n\nNode B\n12 CPU Core\n32GB RAM\nGPU\n\nNode C\n8 CPU Core\n32GB RAM\n\nNode D\n4 CPU Core\n16GB RAM\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u96c6\u7fa4\u7ba1\u7406\u89d2\u5ea6\uff0c\u53ef\u4ee5\u770b\u5230\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>CPU\uff1a40 Core\nRAM\uff1a144GB\nGPU\uff1a2\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u8fd9\u91cc\u7684\u201c\u603b\u8ba1\u201d\u9700\u8981\u6b63\u786e\u7406\u89e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u666e\u901a\u5e94\u7528\u7a0b\u5e8f\u4ecd\u7136\u53ea\u80fd\u76f4\u63a5\u4f7f\u7528\u81ea\u5df1\u6240\u5728\u8282\u70b9\u7684 CPU \u548c\u672c\u5730 RAM\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982 Node A \u53ea\u6709 64GB \u5185\u5b58\uff0c\u90a3\u4e48\u4e00\u4e2a\u5b8c\u5168\u4e0d\u652f\u6301\u5206\u5e03\u5f0f\u8ba1\u7b97\u3001\u9700\u8981 100GB \u8fde\u7eed\u5185\u5b58\u7684\u666e\u901a\u7a0b\u5e8f\uff0c\u4e0d\u80fd\u56e0\u4e3a\u6574\u4e2a\u96c6\u7fa4\u62e5\u6709 144GB RAM \u5c31\u81ea\u52a8\u8fd0\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u4f9d\u8d56\u5e94\u7528\u7a0b\u5e8f\u672c\u8eab\u5c06\u4efb\u52a1\u62c6\u5206\u5230\u591a\u4e2a\u8282\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Open MPI \u662f MPI \u6807\u51c6\u7684\u5f00\u6e90\u5b9e\u73b0\uff0c\u5176\u6838\u5fc3\u7528\u9014\u6b63\u662f\u8ba9\u4e0d\u540c\u8282\u70b9\u4e0a\u7684\u8fdb\u7a0b\u901a\u8fc7\u6d88\u606f\u4f20\u9012\u534f\u540c\u5b8c\u6210\u4e00\u4e2a\u8ba1\u7b97\u4efb\u52a1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u63a8\u8350\u67b6\u6784<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u5b9e\u7528\u7684\u5c0f\u578b\u96c6\u7fa4\u53ef\u4ee5\u8bbe\u8ba1\u6210\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"> <code>              \u663e\u793a\u5668 \/ \u952e\u76d8 \/ \u9f20\u6807\n                         \u2502\n                         \u25bc\n                 Desktop \/ Head Node\n                  Linux KDE\/GNOME\n                         \u2502\n                 Slurm Controller\n                         \u2502\n                   \u9ad8\u901f\u4ea4\u6362\u673a\n          \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n          \u2502              \u2502              \u2502\n      Compute B      Compute C      Compute D\n      Linux Server   Linux Server   Linux Server\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d Head Node \u53ef\u4ee5\u540c\u65f6\u627f\u62c5\u65e5\u5e38\u684c\u9762\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\u51e0\u53f0 Compute Node \u4e0d\u9700\u8981\u663e\u793a\u5668\u3001\u952e\u76d8\u548c\u9f20\u6807\uff0c\u53ef\u4ee5\u4f5c\u4e3a\u7eaf Headless Linux \u8282\u70b9\u8fd0\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c Head Node \u672c\u8eab\u6027\u80fd\u8f83\u5f3a\uff0c\u5b83\u4e5f\u53ef\u4ee5\u540c\u65f6\u5b89\u88c5 <code>slurmd<\/code>\uff0c\u628a\u81ea\u5df1\u7684 CPU \u548c GPU \u52a0\u5165\u8ba1\u7b97\u8d44\u6e90\u6c60\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001Slurm \u8d1f\u8d23\u4ec0\u4e48<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u662f\u8d44\u6e90\u8c03\u5ea6\u5668\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u5e76\u4e0d\u8d1f\u8d23\u5c06\u7a0b\u5e8f\u81ea\u52a8\u6539\u9020\u6210\u5206\u5e03\u5f0f\u7a0b\u5e8f\uff0c\u800c\u662f\u8d1f\u8d23\u77e5\u9053\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u54ea\u53f0\u673a\u5668\u6709\u591a\u5c11CPU\n\u54ea\u53f0\u673a\u5668\u8fd8\u6709\u591a\u5c11\u5185\u5b58\n\u54ea\u53f0\u673a\u5668\u6709GPU\n\u5f53\u524d\u54ea\u4e9b\u8d44\u6e90\u7a7a\u95f2\n\u4efb\u52a1\u8bf7\u6c42\u4e86\u4ec0\u4e48\u8d44\u6e90\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u540e\u5c06\u4efb\u52a1\u653e\u5230\u5408\u9002\u7684\u8282\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4efb\u52a1 A\uff1a\u9700\u8981 8 CPU + 16GB RAM\n\u4efb\u52a1 B\uff1a\u9700\u8981 1 GPU + 32GB RAM\n\u4efb\u52a1 C\uff1a\u9700\u8981 4 CPU\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u53ef\u4ee5\u6839\u636e\u5f53\u524d\u8d44\u6e90\u72b6\u6001\u81ea\u52a8\u8fdb\u884c\u5206\u914d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">SchedMD \u5f53\u524d Slurm \u6587\u6863\u660e\u786e\u652f\u6301\u5f02\u6784\u4f5c\u4e1a\uff0c\u4e0d\u540c\u7ec4\u6210\u90e8\u5206\u53ef\u4ee5\u5206\u522b\u8bf7\u6c42\u4e0d\u540c\u6570\u91cf\u7684 CPU\u3001\u5185\u5b58\u3001\u5206\u533a\u53ca\u5176\u4ed6\u8d44\u6e90\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\u96c6\u7fa4\u8282\u70b9\u4e0d\u5fc5\u5177\u6709\u5b8c\u5168\u76f8\u540c\u7684 CPU\u3001RAM \u6216 GPU\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001Open MPI \u8d1f\u8d23\u4ec0\u4e48<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u89e3\u51b3\u7684\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u4efb\u52a1\u5e94\u8be5\u5728\u54ea\u4e9b\u673a\u5668\u8fd0\u884c\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Open MPI \u89e3\u51b3\u7684\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u8fd9\u4e9b\u673a\u5668\u4e0a\u7684\u591a\u4e2a\u7a0b\u5e8f\u8fdb\u7a0b\u600e\u6837\u534f\u540c\u8ba1\u7b97\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\u4e00\u4e2a\u652f\u6301 MPI \u7684\u7a0b\u5e8f\u53ef\u4ee5\u542f\u52a8\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node A\uff1a8\u4e2a\u8fdb\u7a0b\nNode B\uff1a8\u4e2a\u8fdb\u7a0b\nNode C\uff1a4\u4e2a\u8fdb\u7a0b\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u8fdb\u7a0b\u901a\u8fc7\u7f51\u7edc\u4ea4\u6362\u6570\u636e\uff0c\u5171\u540c\u5b8c\u6210\u540c\u4e00\u4e2a\u5927\u578b\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5178\u578b\u8c03\u7528\u65b9\u5f0f\u53ef\u4ee5\u8868\u73b0\u4e3a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>srun -N3 -n20 .\/mpi-program\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d\u8ba1\u7b97\u8fc7\u7a0b\u662f\u771f\u6b63\u8de8\u8282\u70b9\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46 Firefox\u3001\u666e\u901a\u6587\u672c\u7f16\u8f91\u5668\u3001\u666e\u901a\u5355\u7ebf\u7a0b\u7a0b\u5e8f\u7b49\u4e0d\u4f1a\u56e0\u4e3a\u5b89\u88c5\u4e86 MPI \u5c31\u81ea\u52a8\u83b7\u5f97\u5176\u4ed6\u8282\u70b9\u7684 CPU\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u201c\u8ba1\u7b97\u96c6\u7fa4\u201d\u672c\u8d28\u4e0a\u662f\u8d44\u6e90\u8c03\u5ea6\u548c\u5206\u5e03\u5f0f\u5e94\u7528\u73af\u5883\uff0c\u800c\u4e0d\u662f\u900f\u660e\u7684\u786c\u4ef6\u5408\u5e76\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u5f02\u6784\u8282\u70b9\u5e76\u4e0d\u662f\u95ee\u9898<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u53ef\u4ee5\u8bb0\u5f55\u4e0d\u540c\u8282\u70b9\u62e5\u6709\u7684\u4e0d\u540c\u8d44\u6e90\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node A\nCPU=16\nRealMemory=64000\nGPU=1\n\nNode B\nCPU=12\nRealMemory=32000\nGPU=1\n\nNode C\nCPU=8\nRealMemory=32000\n\nNode D\nCPU=4\nRealMemory=16000\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ba1\u7406\u5458\u53ef\u4ee5\u7ee7\u7eed\u6309\u7167 CPU \u578b\u53f7\u3001GPU \u7c7b\u578b\u6216\u8005\u8282\u70b9\u7528\u9014\u5efa\u7acb\u4e0d\u540c Feature \u6216 Partition\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>gpu\nhighmem\ncpu\ndesktop\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4efb\u52a1\u5c31\u53ef\u4ee5\u660e\u786e\u8981\u6c42\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u53ea\u53bbGPU\u8282\u70b9\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6216\u8005\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u81f3\u5c11\u9700\u898132GB\u5185\u5b58\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u7684\u5f02\u6784\u4efb\u52a1\u673a\u5236\u751a\u81f3\u5141\u8bb8\u540c\u4e00\u4e2a\u4f5c\u4e1a\u7684\u4e0d\u540c\u7ec4\u6210\u90e8\u5206\u8bf7\u6c42\u5b8c\u5168\u4e0d\u540c\u7684 CPU \u548c\u5185\u5b58\u914d\u7f6e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001GPU \u600e\u6837\u52a0\u5165\u96c6\u7fa4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GPU \u53ef\u4ee5\u901a\u8fc7 Slurm \u7684 GRES\uff0c\u5373 Generic Resources \u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node A \u2192 NVIDIA GPU\nNode B \u2192 NVIDIA GPU\nNode C \u2192 \u65e0GPU\nNode D \u2192 \u65e0GPU\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4efb\u52a1\u8bf7\u6c42\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sbatch --gres=gpu:1 job.sh\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u5c31\u53ea\u4f1a\u5728\u6ee1\u8db3 GPU \u6761\u4ef6\u7684\u8282\u70b9\u4e2d\u8c03\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u5f53\u524d GRES \u6587\u6863\u4e13\u95e8\u63d0\u4f9b GPU \u8d44\u6e90\u7ba1\u7406\u673a\u5236\uff0c\u5e76\u80fd\u591f\u901a\u8fc7 <code>CUDA_VISIBLE_DEVICES<\/code> \u63a7\u5236\u5177\u4f53\u4f5c\u4e1a\u53ef\u89c1\u7684 GPU\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4e24\u53f0\u5e26 GPU \u7684\u673a\u5668\u6027\u80fd\u4e0d\u540c\uff0c\u8fd8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u6807\u8bb0 GPU \u7c7b\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>gpu:rtx_a\ngpu:rtx_b\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u67d0\u4e9b\u4efb\u52a1\u53ef\u4ee5\u6307\u5b9a\u4f7f\u7528\u7279\u5b9a\u663e\u5361\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u684c\u9762\u4e3b\u673a\u4e0e\u8ba1\u7b97\u8282\u70b9\u53ef\u4ee5\u5171\u5b58<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u5176\u4e2d\u4e00\u53f0\u5e26\u72ec\u663e\u7684\u673a\u5668\u540c\u65f6\u627f\u62c5\u65e5\u5e38\u684c\u9762\u5de5\u4f5c\uff0c\u6700\u5408\u7406\u7684\u8bbe\u8ba1\u901a\u5e38\u4e0d\u662f\u8ba9\u53e6\u4e00\u53f0\u5f31\u673a\u5668\u6210\u4e3a\u6240\u8c13\u7684\u201c\u4e2d\u5fc3\u7535\u8111\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u663e\u793a\u5668\u3001\u952e\u76d8\u548c\u9f20\u6807\u76f4\u63a5\u8fde\u63a5\u4e3b\u8981\u5de5\u4f5c\u7ad9\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Desktop Node\n\u251c\u2500\u2500 KDE \/ GNOME\n\u251c\u2500\u2500 \u6d4f\u89c8\u5668\n\u251c\u2500\u2500 IDE\n\u251c\u2500\u2500 Terminal\n\u251c\u2500\u2500 Slurm Controller\n\u2514\u2500\u2500 slurmd\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u540e\u53f0\u8ba1\u7b97\u8282\u70b9\u5219\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Compute Node\n\u251c\u2500\u2500 Linux Server\n\u251c\u2500\u2500 slurmd\n\u251c\u2500\u2500 Open MPI\n\u2514\u2500\u2500 SSH\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u5e38\u64cd\u4f5c\u59cb\u7ec8\u53ea\u9762\u5bf9\u684c\u9762\u4e3b\u673a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u8ba1\u7b97\u65f6\u63d0\u4ea4\u4efb\u52a1\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sbatch job.sh\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4efb\u52a1\u53ef\u80fd\u81ea\u52a8\u8dd1\u5230\u53e6\u4e00\u53f0\u673a\u5668\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6267\u884c\u7ed3\u675f\u540e\u7684\u7ed3\u679c\u518d\u5199\u56de\u5171\u4eab\u6587\u4ef6\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6bd4\u8fdc\u7a0b\u684c\u9762\u6216\u8005\u8bd5\u56fe\u5efa\u7acb\u201c\u900f\u660e\u5206\u5e03\u5f0f\u684c\u9762\u7cfb\u7edf\u201d\u7a33\u5b9a\u5f97\u591a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u7b2c\u4e8c\u5757 GPU \u66f4\u9002\u5408\u4f5c\u4e3a\u540e\u53f0 Worker<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4e24\u53f0\u673a\u5668\u90fd\u6709\u72ec\u7acb\u663e\u5361\uff0c\u53ef\u4ee5\u8003\u8651\u628a\u4e3b\u8981\u684c\u9762 GPU \u4e0e\u540e\u53f0 GPU \u5206\u5de5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Node A GPU\n\u2192 \u684c\u9762\u663e\u793a\n\u2192 \u6d4f\u89c8\u5668\u786c\u4ef6\u52a0\u901f\n\u2192 \u89c6\u9891\n\u2192 \u8f7b\u91cf\u8ba1\u7b97\n\nNode B GPU\n\u2192 \u957f\u65f6\u95f4CUDA\u4efb\u52a1\n\u2192 AI\u8ba1\u7b97\n\u2192 Blender\u6e32\u67d3\n\u2192 \u89c6\u9891\u7f16\u7801\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u540e\u53f0 GPU \u88ab\u6301\u7eed\u5360\u6ee1\u65f6\uff0c\u4e0d\u4f1a\u660e\u663e\u5f71\u54cd\u65e5\u5e38\u684c\u9762\u54cd\u5e94\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u9700\u8981\uff0c\u4e5f\u53ef\u4ee5\u8ba9 Slurm \u540c\u65f6\u8c03\u5ea6\u4e24\u53f0 GPU \u8282\u70b9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e5d\u3001\u64cd\u4f5c\u7cfb\u7edf\u600e\u4e48\u9009<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0f\u578b\u96c6\u7fa4\u6700\u597d\u8ba9\u8ba1\u7b97\u8282\u70b9\u4f7f\u7528\u76f8\u540c\u53d1\u884c\u7248\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u79cd\u5e38\u89c1\u5e03\u5c40\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Desktop \/ Head Node\nUbuntu \/ Debian \/ Arch + KDE\n\nCompute Node\nUbuntu Server \/ Debian\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u5e0c\u671b\u6700\u5927\u9650\u5ea6\u964d\u4f4e MPI \u5e93\u3001\u7f16\u8bd1\u5668\u548c\u52a8\u6001\u94fe\u63a5\u5e93\u5dee\u5f02\uff0c\u751a\u81f3\u53ef\u4ee5\u8ba9\u6240\u6709\u8ba1\u7b97\u8282\u70b9\u4f7f\u7528\u5b8c\u5168\u76f8\u540c\u7684\u7cfb\u7edf\u7248\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u91cd\u8981\u7684\u662f\u786e\u4fdd\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237UID\/GID\u4e00\u81f4\nOpen MPI\u7248\u672c\u517c\u5bb9\n\u7f16\u8bd1\u5668\u548c\u8fd0\u884c\u5e93\u517c\u5bb9\nSSH\u6b63\u5e38\n\u4e3b\u673a\u540d\u89e3\u6790\u6b63\u5e38\n\u65f6\u95f4\u540c\u6b65\u6b63\u5e38\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u9700\u8981\u9ad8\u5ea6\u4e00\u81f4\u8fd0\u884c\u73af\u5883\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u8fd8\u53ef\u4ee5\u5728 Slurm \u4e0a\u7ed3\u5408 Apptainer \u7b49 HPC \u5bb9\u5668\u6280\u672f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5341\u3001\u5171\u4eab\u5b58\u50a8\u5f88\u91cd\u8981<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5206\u5e03\u5f0f\u4efb\u52a1\u5f80\u5f80\u9700\u8981\u6240\u6709\u8282\u70b9\u8bbf\u95ee\u540c\u6837\u7684\u6570\u636e\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7a0b\u5e8f\n\u6570\u636e\u96c6\n\u6a21\u578b\n\u8f93\u5165\u6587\u4ef6\n\u8ba1\u7b97\u7ed3\u679c\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0f\u578b\u73af\u5883\u6700\u7b80\u5355\u7684\u65b9\u6848\u901a\u5e38\u662f NFS\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Storage Node\n      \u2502\n      NFS\n      \u2502\n      \u25bc\n \/cluster\n      \u2502\n \u250c\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2510\n A    B    C    D\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u6709\u8282\u70b9\u90fd\u770b\u5230\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/cluster\/jobs\n\/cluster\/data\n\/cluster\/results\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u672a\u6765\u9700\u8981\u771f\u6b63\u7684\u8de8\u8282\u70b9\u5206\u5e03\u5f0f\u5b58\u50a8\uff0c\u5219\u53ef\u4ee5\u6362\u6210 MooseFS\u3001CephFS \u7b49\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ba1\u7b97\u8c03\u5ea6\u4e0e\u5171\u4eab\u5b58\u50a8\u662f\u4e24\u4e2a\u72ec\u7acb\u7684\u95ee\u9898\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Slurm\n\u2192 \u7ba1CPU\u3001RAM\u3001GPU\u548c\u4efb\u52a1\n\nNFS \/ MooseFS \/ CephFS\n\u2192 \u7ba1\u6587\u4ef6\u548c\u6570\u636e\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u5c06\u4e24\u8005\u6df7\u4e3a\u4e00\u4f53\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5341\u4e00\u3001\u9ad8\u901f\u4ea4\u6362\u673a\u51b3\u5b9a\u8de8\u8282\u70b9\u6548\u7387<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CPU \u5bc6\u96c6\u578b\u4e14\u8282\u70b9\u4e4b\u95f4\u6570\u636e\u4ea4\u6362\u8f83\u5c11\u7684\u4efb\u52a1\uff0c\u5373\u4f7f 1GbE \u4e5f\u53ef\u80fd\u83b7\u5f97\u4e0d\u9519\u7684\u6269\u5c55\u6548\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46 MPI\u3001AI \u6570\u636e\u5904\u7406\u3001\u5927\u578b\u6570\u636e\u96c6\u548c\u5171\u4eab\u5b58\u50a8\u90fd\u53ef\u80fd\u5927\u91cf\u4f7f\u7528\u7f51\u7edc\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f51\u7edc\u7ed3\u6784\u6700\u597d\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"> <code>                   Router\n                      \u2502\n               High-speed Switch\n          \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n          \u2502           \u2502           \u2502\n        Node A      Node B      Node C      Node D\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u4e00\u5c40\u57df\u7f51\u4e2d\u7684\u8282\u70b9\u901a\u4fe1\u76f4\u63a5\u7ecf\u8fc7\u4ea4\u6362\u673a\uff0c\u4e0d\u9700\u8981\u7ecf\u8fc7\u8def\u7531\u5668\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u5c0f\u578b\u8ba1\u7b97\u96c6\u7fa4\uff0c2.5GbE \u5df2\u7ecf\u660e\u663e\u4f18\u4e8e\u666e\u901a\u5343\u5146\u7f51\u7edc\uff0c\u800c 10GbE \u4f1a\u7ed9\u5171\u4eab\u5b58\u50a8\u548c\u5927\u91cf\u8de8\u8282\u70b9\u4f20\u8f93\u7559\u4e0b\u66f4\u5927\u4f59\u91cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5341\u4e8c\u3001\u6bcf\u53f0\u673a\u5668\u9700\u8981\u5b89\u88c5\u4ec0\u4e48<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u91c7\u7528\u5982\u4e0b\u57fa\u7840\u5e03\u5c40\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7ec4\u4ef6<\/th><th>Head Node<\/th><th>Compute Node<\/th><\/tr><\/thead><tbody><tr><td>Linux<\/td><td>\u2713<\/td><td>\u2713<\/td><\/tr><tr><td>SSH<\/td><td>\u2713<\/td><td>\u2713<\/td><\/tr><tr><td>Chrony<\/td><td>\u2713<\/td><td>\u2713<\/td><\/tr><tr><td>Slurm Controller<\/td><td>\u2713<\/td><td><\/td><\/tr><tr><td><code>slurmd<\/code><\/td><td>\u53ef\u9009\/\u63a8\u8350<\/td><td>\u2713<\/td><\/tr><tr><td>Open MPI<\/td><td>\u2713<\/td><td>\u2713<\/td><\/tr><tr><td>GPU Driver<\/td><td>\u6709GPU\u65f6<\/td><td>\u6709GPU\u65f6<\/td><\/tr><tr><td>NFS Client<\/td><td>\u2713<\/td><td>\u2713<\/td><\/tr><tr><td>Ansible<\/td><td>\u2713<\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Head Node \u8fd8\u53ef\u4ee5\u8fd0\u884c Ansible\uff0c\u7528\u4e8e\u7edf\u4e00\u7ba1\u7406\u5176\u4ed6\u8282\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u8f6f\u4ef6\u5b89\u88c5\u3001\u914d\u7f6e\u4fee\u6539\u548c\u7cfb\u7edf\u7ef4\u62a4\u90fd\u53ef\u4ee5\u4ece\u4e00\u4e2a\u8282\u70b9\u5b8c\u6210\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5341\u4e09\u3001\u6700\u7ec8\u4f7f\u7528\u65b9\u5f0f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u96c6\u7fa4\u5efa\u6210\u540e\uff0c\u7ba1\u7406\u5458\u9996\u5148\u53ef\u4ee5\u901a\u8fc7\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sinfo\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u67e5\u770b\u6574\u4e2a\u96c6\u7fa4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>NODE    CPU   RAM    GPU   STATE\nnode-a   16   64G    1     mix\nnode-b   12   32G    1     idle\nnode-c    8   32G    0     idle\nnode-d    4   16G    0     idle\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u63d0\u4ea4\u666e\u901a\u4efb\u52a1\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sbatch job.sh\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7533\u8bf7\u6307\u5b9a\u8d44\u6e90\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sbatch --cpus-per-task=8 --mem=16G job.sh\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7533\u8bf7 GPU\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sbatch --gres=gpu:1 gpu-job.sh\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd0\u884c\u652f\u6301 MPI \u7684\u8de8\u8282\u70b9\u7a0b\u5e8f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>srun -N4 -n32 .\/mpi-program\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u7684 <code>sbatch<\/code>\u3001<code>srun<\/code> \u7b49\u5de5\u5177\u76ee\u524d\u90fd\u539f\u751f\u652f\u6301\u5f02\u6784\u8d44\u6e90\u8bf7\u6c42\u548c GPU \u53c2\u6570\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5341\u56db\u3001\u4e0d\u80fd\u671f\u5f85\u4ec0\u4e48<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ba1\u7b97\u96c6\u7fa4\u6700\u5bb9\u6613\u51fa\u73b0\u7684\u8bef\u89e3\u662f\u8ba4\u4e3a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>4\u53f0\u7535\u8111\n\u2193\n\u53d8\u6210\u4e00\u53f0\u62e5\u6709\u5168\u90e8CPU\u548c\u5168\u90e8RAM\u7684\u5927\u7535\u8111\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u9645\u5e76\u4e0d\u662f\u8fd9\u6837\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u786e\u6a21\u578b\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>4\u53f0\u72ec\u7acb\u8ba1\u7b97\u673a\n      \u2502\n      \u25bc\n\u7edf\u4e00\u8d44\u6e90\u8c03\u5ea6\u7cfb\u7edf\n      \u2502\n      \u25bc\n\u591a\u4e2a\u5206\u5e03\u5f0f\u4efb\u52a1\u534f\u540c\u8fd0\u884c\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5355\u673a\u7a0b\u5e8f\u4ecd\u7136\u53d7\u5355\u8282\u70b9\u786c\u4ef6\u4e0a\u9650\u7ea6\u675f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u6709\u652f\u6301 MPI\u3001\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u3001\u5206\u5e03\u5f0f\u6e32\u67d3\u3001\u4efb\u52a1\u961f\u5217\u6216\u8005\u5176\u4ed6\u5e76\u884c\u6846\u67b6\u7684\u8f6f\u4ef6\uff0c\u624d\u80fd\u771f\u6b63\u5229\u7528\u591a\u53f0\u4e3b\u673a\u5171\u540c\u5b8c\u6210\u4e00\u4e2a\u4efb\u52a1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5341\u4e94\u3001\u603b\u7ed3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm + Open MPI \u7684\u4ef7\u503c\u5728\u4e8e\u628a\u4e00\u6279\u89c4\u683c\u4e0d\u540c\u3001\u539f\u672c\u72ec\u7acb\u7ba1\u7406\u7684 x86 \u4e3b\u673a\u53d8\u6210\u4e00\u4e2a\u7edf\u4e00\u8ba1\u7b97\u5e73\u53f0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6574\u4e2a\u67b6\u6784\u53ef\u4ee5\u6982\u62ec\u4e3a\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"> <code>                Linux Head Node\n                       \u2502\n                   Slurm\n                       \u2502\n               High-speed Network\n          \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u253c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n          \u2502            \u2502            \u2502\n       Worker A     Worker B     Worker C\n          \u2502            \u2502            \u2502\n          \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 Open MPI \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n                       \u2502\n                  Shared Storage\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Slurm \u8d1f\u8d23\u8d44\u6e90\u53d1\u73b0\u548c\u8c03\u5ea6\uff0cOpen MPI \u8d1f\u8d23\u771f\u6b63\u7684\u8de8\u8282\u70b9\u5e76\u884c\u901a\u4fe1\uff0c\u5171\u4eab\u6587\u4ef6\u7cfb\u7edf\u8d1f\u8d23\u8ba9\u6240\u6709\u8282\u70b9\u8bbf\u95ee\u76f8\u540c\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u8bbe\u8ba1\u65e2\u4e0d\u8981\u6c42\u6240\u6709\u673a\u5668\u89c4\u683c\u4e00\u81f4\uff0c\u4e5f\u4e0d\u8981\u6c42\u5c06\u73b0\u6709\u8bbe\u5907\u5168\u90e8\u66ff\u6362\u6210\u670d\u52a1\u5668\u7ea7\u786c\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u62e5\u6709\u591a\u53f0\u95f2\u7f6e\u6216\u7528\u9014\u4e0d\u540c\u7684 x86 \u8bbe\u5907\uff0c\u53c8\u5e0c\u671b\u7edf\u4e00\u5229\u7528\u8ba1\u7b97\u8d44\u6e90\u7684\u73af\u5883\uff0c\u8fd9\u662f\u4e00\u6761\u6210\u719f\u3001\u53ef\u6269\u5c55\u4e14\u76f8\u5bf9\u6807\u51c6\u5316\u7684 Linux \u96c6\u7fa4\u8def\u7ebf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u53f0\u95f2\u7f6e\u6216\u7528\u9014\u4e0d\u540c\u7684 x86 \u4e3b\u673a\uff0c\u5982\u679c CPU \u6838\u5fc3\u6570\u3001\u5185\u5b58\u5bb9\u91cf\u751a\u81f3 GPU \u578b\u53f7\u90fd\u4e0d\u4e00\u81f4\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5b83\u4eec\u53ea\u80fd\u5206\u522b\u8fd0\u884c\u72ec\u7acb\u4efb\u52a1\u3002 \u901a\u8fc7 Linux\u3001Slurm \u548c Open MPI\uff0c\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u673a\u5668\u7ec4\u7ec7\u6210\u4e00\u4e2a\u7edf\u4e00\u7ba1\u7406\u7684\u5f02\u6784\u8ba1\u7b97\u96c6\u7fa4\u3002 \u8fd9\u79cd\u67b6\u6784\u4e0d\u4f1a\u628a\u51e0\u9897\u7269\u7406 CPU \u548c\u51e0\u7ec4\u5185\u5b58\u900f\u660e\u5730\u53d8\u6210\u4e00\u5757\u201c\u8d85\u7ea7\u4e3b\u677f\u201d\uff0c\u4f46\u53ef\u4ee5\u5efa\u7acb\u4e00\u4e2a\u7edf\u4e00\u7684\u8d44\u6e90\u8c03\u5ea6\u5c42\uff0c\u8ba9\u8ba1\u7b97\u4efb\u52a1\u81ea\u52a8\u4f7f\u7528\u6574\u4e2a\u96c6\u7fa4\u4e2d\u7684\u7a7a\u95f2 CPU\u3001\u5185\u5b58\u548c GPU\u3002 \u4e00\u3001\u4ec0\u4e48\u662f\u771f\u6b63\u7684\u8ba1\u7b97\u96c6\u7fa4 \u5047\u8bbe\u5b58\u5728\u56db\u53f0\u89c4\u683c\u4e0d\u540c\u7684 x86 \u4e3b\u673a\uff1a \u4ece\u96c6\u7fa4\u7ba1\u7406\u89d2\u5ea6\uff0c\u53ef\u4ee5\u770b\u5230\uff1a \u4f46\u8fd9\u91cc\u7684\u201c\u603b\u8ba1\u201d\u9700\u8981\u6b63\u786e\u7406\u89e3\u3002 \u4e00\u4e2a\u666e\u901a\u5e94\u7528\u7a0b\u5e8f\u4ecd\u7136\u53ea\u80fd\u76f4\u63a5\u4f7f\u7528\u81ea\u5df1\u6240\u5728\u8282\u70b9\u7684 CPU \u548c\u672c\u5730 RAM\u3002 \u4f8b\u5982 Node A \u53ea\u6709 64GB \u5185\u5b58\uff0c\u90a3\u4e48\u4e00\u4e2a\u5b8c\u5168\u4e0d\u652f\u6301\u5206\u5e03\u5f0f\u8ba1\u7b97\u3001\u9700\u8981 100GB \u8fde\u7eed\u5185\u5b58\u7684\u666e\u901a\u7a0b\u5e8f\uff0c\u4e0d\u80fd\u56e0\u4e3a\u6574\u4e2a\u96c6\u7fa4\u62e5\u6709 144GB RAM \u5c31\u81ea\u52a8\u8fd0\u884c\u3002 \u771f\u6b63\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u4f9d\u8d56\u5e94\u7528\u7a0b\u5e8f\u672c\u8eab\u5c06\u4efb\u52a1\u62c6\u5206\u5230\u591a\u4e2a\u8282\u70b9\u3002 Open MPI \u662f MPI \u6807\u51c6\u7684\u5f00\u6e90\u5b9e\u73b0\uff0c\u5176\u6838\u5fc3\u7528\u9014\u6b63\u662f\u8ba9\u4e0d\u540c\u8282\u70b9\u4e0a\u7684\u8fdb\u7a0b\u901a\u8fc7\u6d88\u606f\u4f20\u9012\u534f\u540c\u5b8c\u6210\u4e00\u4e2a\u8ba1\u7b97\u4efb\u52a1\u3002 \u4e8c\u3001\u63a8\u8350\u67b6\u6784 \u4e00\u4e2a\u5b9e\u7528\u7684\u5c0f\u578b\u96c6\u7fa4\u53ef\u4ee5\u8bbe\u8ba1\u6210\uff1a \u663e\u793a\u5668 \/ \u952e\u76d8 \/ &hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[118],"tags":[234],"class_list":["post-6124","post","type-post","status-publish","format-standard","hentry","category-tm5418kixf8ipqv","tag-linux"],"_links":{"self":[{"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/posts\/6124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/comments?post=6124"}],"version-history":[{"count":1,"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/posts\/6124\/revisions"}],"predecessor-version":[{"id":6125,"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/posts\/6124\/revisions\/6125"}],"wp:attachment":[{"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/media?parent=6124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/categories?post=6124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.eternalsphere.net\/index.php\/wp-json\/wp\/v2\/tags?post=6124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}