{"id":21366,"date":"2025-05-30T14:18:59","date_gmt":"2025-05-30T06:18:59","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-cn\/calculate-the-required-gpu-count-based-on-business-needs\/"},"modified":"2025-05-30T14:24:53","modified_gmt":"2025-05-30T06:24:53","slug":"calculate-the-required-gpu-count-based-on-business-needs","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-cn\/knowledge\/calculate-the-required-gpu-count-based-on-business-needs\/","title":{"rendered":"\u5982\u4f55\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u8ba1\u7b97\u670d\u52a1\u5668\u6240\u9700\u7684GPU\u6570\u91cf\uff1f"},"content":{"rendered":"<p>\u786e\u5b9a<a href=\"https:\/\/www.varidata.com\/zh-cn\/server\/us\/cn2\/\" target=\"_blank\">\u7f8e\u56fd\u670d\u52a1\u5668\u79df\u7528<\/a>\u7684\u6700\u4f73GPU\u6570\u91cf\u4e0d\u4ec5\u4ec5\u662f\u5173\u4e8e\u6700\u5927\u5316\u786c\u4ef6\u6027\u80fd &#8211; \u800c\u662f\u5728\u8ba1\u7b97\u80fd\u529b\u3001\u6210\u672c\u6548\u76ca\u548c\u53ef\u6269\u5c55\u6027\u4e4b\u95f4\u53d6\u5f97\u5b8c\u7f8e\u5e73\u8861\u3002\u65e0\u8bba\u60a8\u662f\u4ece\u4e8bAI\u6a21\u578b\u8bad\u7ec3\u3001\u5904\u7406\u590d\u6742\u6e32\u67d3\u4efb\u52a1\u8fd8\u662f\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6,\u6b63\u786e\u914d\u7f6eGPU\u6570\u91cf\u53ef\u80fd\u4f1a\u51b3\u5b9a\u9879\u76ee\u7684\u6210\u529f\u4e0e\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n<h2>GPU\u9700\u6c42\u8bc4\u4f30\u7684\u5173\u952e\u56e0\u7d20<\/h2>\n<p>\u5728\u8fdb\u884c\u8ba1\u7b97\u4e4b\u524d,\u8ba9\u6211\u4eec\u5206\u89e3\u5f71\u54cdGPU\u9700\u6c42\u7684\u6838\u5fc3\u53d8\u91cf:<\/p>\n<ul>\n<li>\u6a21\u578b\u67b6\u6784\u548c\u590d\u6742\u5ea6<\/li>\n<li>\u6570\u636e\u96c6\u5927\u5c0f\u548c\u5904\u7406\u9700\u6c42<\/li>\n<li>\u6279\u6b21\u5927\u5c0f\u4f18\u5316<\/li>\n<li>\u8bad\u7ec3\u65f6\u95f4\u9650\u5236<\/li>\n<li>\u6bcf\u4e2a\u8bad\u7ec3\u5b9e\u4f8b\u7684\u5185\u5b58\u9700\u6c42<\/li>\n<\/ul>\n<h2>\u6280\u672f\u89c4\u683c\u548c\u6027\u80fd\u6307\u6807<\/h2>\n<p>\u8bc4\u4f30GPU\u9700\u6c42\u65f6,\u8bf7\u8003\u8651\u4ee5\u4e0b\u6280\u672f\u89c4\u683c:<\/p>\n<ul>\n<li>CUDA\u6838\u5fc3\u548c\u5f20\u91cf\u6838\u5fc3\u6570\u91cf<\/li>\n<li>GPU\u5185\u5b58\u5e26\u5bbd(GB\/s)<\/li>\n<li>FP32\/FP16\/INT8\u6027\u80fd<\/li>\n<li>PCIe\u5e26\u5bbd\u9650\u5236<\/li>\n<li>\u529f\u8017\u548c\u6563\u70ed\u7ea6\u675f<\/li>\n<\/ul>\n<h2>\u8ba1\u7b97GPU\u9700\u6c42:\u6570\u5b66\u65b9\u6cd5<\/h2>\n<p>\u8ba9\u6211\u4eec\u6df1\u5165\u7814\u7a76GPU\u8ba1\u7b97\u7684\u6570\u5b66\u6846\u67b6\u3002\u6211\u4eec\u5c06\u57fa\u4e8e\u5de5\u4f5c\u8d1f\u8f7d\u7279\u5f81\u4f7f\u7528\u5177\u4f53\u516c\u5f0f,\u800c\u4e0d\u662f\u4f9d\u9760\u7c97\u7565\u4f30\u8ba1:<\/p>\n<pre class=\"code\">\r\n\u6240\u9700GPU\u6570\u91cf = ceil((\u6a21\u578b\u5927\u5c0f * \u6279\u6b21\u5927\u5c0f * \u5e76\u884c\u4f5c\u4e1a\u6570) \/ \u53ef\u7528GPU\u5185\u5b58)\r\n\u5176\u4e2d:\r\n- \u6a21\u578b\u5927\u5c0f = \u53c2\u6570\u6570\u91cf * 4\u5b57\u8282(FP32)\u62162\u5b57\u8282(FP16)\r\n- \u53ef\u7528GPU\u5185\u5b58 = \u603bGPU\u5185\u5b58 * 0.85(\u7f13\u51b2\u7cfb\u6570)\r\n<\/pre>\n<h2>\u7279\u5b9a\u5de5\u4f5c\u8d1f\u8f7d\u8ba1\u7b97<\/h2>\n<h3>AI\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d<\/h3>\n<p>\u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b,\u8bf7\u8003\u8651\u4ee5\u4e0b\u6307\u6807:<\/p>\n<ul>\n<li>\u6bcf\u4e2a\u6a21\u578b\u5b9e\u4f8b\u7684\u5185\u5b58\u5360\u7528:<br \/>\n        <code>\u5360\u7528 = \u6a21\u578b\u5927\u5c0f * 4 + (\u6279\u6b21\u5927\u5c0f * \u6837\u672c\u5927\u5c0f * 4)<\/code>\n    <\/li>\n<li>\u8bad\u7ec3\u541e\u5410\u91cf\u9700\u6c42:<br \/>\n        <code>\u6700\u5c11gpu\u6570\u91cf = ceil(\u76ee\u6807\u6bcf\u79d2\u6837\u672c\u6570 \/ (\u6279\u6b21\u5927\u5c0f * \u6bcf\u79d2\u6b65\u6570))<\/code>\n    <\/li>\n<\/ul>\n<h3>\u6e32\u67d3\u5de5\u4f5c\u8d1f\u8f7d<\/h3>\n<p>\u5bf9\u4e8e3D\u6e32\u67d3\u548c\u53ef\u89c6\u5316:<\/p>\n<ul>\n<li>\u573a\u666f\u590d\u6742\u5ea6\u6307\u6807:<br \/>\n        <code>\u590d\u6742\u5ea6\u5206\u6570 = \u591a\u8fb9\u5f62\u6570\u91cf * \u7eb9\u7406\u5185\u5b58 * \u6548\u679c\u4e58\u6570<\/code>\n    <\/li>\n<li>\u6240\u9700GPU\u5185\u5b58:<br \/>\n        <code>\u6240\u9700\u5185\u5b58 = \u590d\u6742\u5ea6\u5206\u6570 * \u5e76\u53d1\u4f5c\u4e1a\u6570 * 1.5<\/code>\n    <\/li>\n<\/ul>\n<h2>\u5b9e\u9645\u5b9e\u65bd\u793a\u4f8b<\/h2>\n<div class=\"example-box\">\n<h4>\u6848\u4f8b\u7814\u7a76:AI\u521b\u4e1a\u516c\u53f8\u8bad\u7ec3\u6d41\u7a0b<\/h4>\n<pre>\r\n\u6a21\u578b: BERT-Large\r\n\u53c2\u6570: 340M\r\n\u6279\u6b21\u5927\u5c0f: 32\r\n\u76ee\u6807\u8bad\u7ec3\u65f6\u95f4: 24\u5c0f\u65f6\r\n\u6570\u636e\u96c6\u5927\u5c0f: 50GB\r\n\r\n\u8ba1\u7b97:\r\n1. \u6bcf\u4e2a\u5b9e\u4f8b\u5185\u5b58 = 340M * 4\u5b57\u8282 = 1.36GB\r\n2. \u6279\u6b21\u5185\u5b58 = 32 * 0.5GB = 16GB\r\n3. \u603b\u9700\u6c42\u5185\u5b58 = 17.36GB\r\n4. \u4f7f\u7528A100 GPU(80GB\u5185\u5b58)\r\n\u7ed3\u679c: \u8bad\u7ec3\u6d41\u7a0b\u6700\u5c11\u9700\u89812\u4e2aGPU\r\n<\/pre>\n<\/div>\n<h2>\u6027\u80fd\u4f18\u5316\u7b56\u7565<\/h2>\n<p>\u9664\u4e86\u539f\u59cb\u8ba1\u7b97\u4e4b\u5916,\u8fd8\u8981\u8003\u8651\u8fd9\u4e9b\u4f18\u5316\u6280\u672f:<\/p>\n<ul>\n<li>\u68af\u5ea6\u7d2f\u79ef\u4ee5\u63d0\u9ad8\u5185\u5b58\u6548\u7387:<br \/>\n        <code>\u6709\u6548\u6279\u6b21\u5927\u5c0f = \u6279\u6b21\u5927\u5c0f * \u7d2f\u79ef\u6b65\u6570<\/code>\n    <\/li>\n<li>\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u4ee5\u51cf\u5c11\u5185\u5b58\u5360\u7528<\/li>\n<li>\u6570\u636e\u5e76\u884c\u4e0e\u6a21\u578b\u5e76\u884c\u65b9\u6cd5<\/li>\n<li>\u5927\u578b\u6a21\u578b\u7684\u6d41\u6c34\u7ebf\u5e76\u884c<\/li>\n<\/ul>\n<h2>\u57fa\u7840\u8bbe\u65bd\u89c4\u5212\u8003\u8651\u56e0\u7d20<\/h2>\n<p>\u5728\u786e\u5b9aGPU\u914d\u7f6e\u65f6,\u9700\u8981\u8003\u8651\u8fd9\u4e9b\u57fa\u7840\u8bbe\u65bd\u56e0\u7d20:<\/p>\n<ul>\n<li>\u4f9b\u7535\u9700\u6c42:<br \/>\n        <code>\u603b\u529f\u7387 = gpu\u6570\u91cf * \u6700\u5927gpu\u529f\u7387 * 1.2<\/code>\n    <\/li>\n<li>\u6bcf\u673a\u67b6\u6240\u9700\u7684\u51b7\u5374\u80fd\u529b<\/li>\n<li>\u7f51\u7edc\u5e26\u5bbd\u9700\u6c42:<br \/>\n        <code>\u6700\u5c0f\u5e26\u5bbd = gpu\u6570\u91cf * \u6570\u636e\u5927\u5c0f * \u66f4\u65b0\u9891\u7387<\/code>\n    <\/li>\n<li>PCIe\u62d3\u6251\u4f18\u5316<\/li>\n<\/ul>\n<h2>\u9ad8\u7ea7\u6269\u5c55\u8003\u8651\u56e0\u7d20<\/h2>\n<p>\u4e86\u89e3\u6269\u5c55\u6548\u7387\u5bf9\u5927\u89c4\u6a21\u90e8\u7f72\u81f3\u5173\u91cd\u8981\u3002GPU\u6570\u91cf\u4e0e\u6027\u80fd\u4e4b\u95f4\u7684\u5173\u7cfb\u5e76\u4e0d\u603b\u662f\u7ebf\u6027\u7684:<\/p>\n<pre class=\"code\">\r\n\u6269\u5c55\u6548\u7387 = (N\u4e2aGPU\u7684\u6027\u80fd) \/ (N * \u5355GPU\u6027\u80fd)\r\n\u76ee\u6807\u6548\u7387 >= 0.85\u4ee5\u5b9e\u73b0\u6210\u672c\u6548\u76ca\u6269\u5c55\r\n<\/pre>\n<h2>\u6210\u672c\u6548\u76ca\u5206\u6790\u6846\u67b6<\/h2>\n<p>\u8003\u8651\u4ee5\u4e0bGPU\u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u89c4\u5212\u51b3\u7b56\u77e9\u9635:<\/p>\n<table class=\"cost-analysis\" style=\"border: 1px solid #dee2e6; border-collapse: collapse;\">\n<tr>\n<th style=\"border: 1px solid #dee2e6; padding: 12px; background-color: #f8f9fa;\">\u914d\u7f6e<\/th>\n<th style=\"border: 1px solid #dee2e6; padding: 12px; background-color: #f8f9fa;\">\u8d44\u6e90\u6295\u8d44<\/th>\n<th style=\"border: 1px solid #dee2e6; padding: 12px; background-color: #f8f9fa;\">\u8fd0\u8425\u8003\u8651\u56e0\u7d20<\/th>\n<th style=\"border: 1px solid #dee2e6; padding: 12px; background-color: #f8f9fa;\">\u6027\u80fd\u6269\u5c55<\/th>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">\u5355\u4e2a\u9ad8\u7aefGPU<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">\u57fa\u7840\u6295\u8d44\u5355\u4f4d<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">\u6807\u51c6\u8fd0\u8425\u6210\u672c<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">1x (\u57fa\u51c6)<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">4x GPU\u914d\u7f6e<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">4x\u57fa\u7840\u6295\u8d44<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">3.5x\u8fd0\u8425\u6210\u672c<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">3.6x\u6027\u80fd<\/td>\n<\/tr>\n<tr>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">8x GPU\u914d\u7f6e<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">8x\u57fa\u7840\u6295\u8d44<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">6x\u8fd0\u8425\u6210\u672c<\/td>\n<td style=\"border: 1px solid #dee2e6; padding: 12px;\">7.2x\u6027\u80fd<\/td>\n<\/tr>\n<\/table>\n<div class=\"highlight-box\">\n<h3>\u4f01\u4e1a\u90e8\u7f72\u7684\u989d\u5916\u8003\u8651\u56e0\u7d20<\/h3>\n<p>\u5728\u6269\u5c55\u4f01\u4e1a\u5e94\u7528\u7684GPU\u57fa\u7840\u8bbe\u65bd\u65f6,\u8bf7\u8003\u8651\u8fd9\u4e9b\u5173\u952e\u56e0\u7d20:<\/p>\n<ul>\n<li>\u9ad8\u53ef\u7528\u6027\u8981\u6c42: \u4e3a\u5173\u952e\u5de5\u4f5c\u8d1f\u8f7d\u5b9e\u65bdN+1\u5197\u4f59<\/li>\n<li>\u707e\u96be\u6062\u590d\u89c4\u5212: GPU\u8d44\u6e90\u7684\u5730\u7406\u5206\u5e03<\/li>\n<li>\u5408\u89c4\u6027\u548c\u5b89\u5168\u6027: \u6570\u636e\u4e2d\u5fc3\u8ba4\u8bc1\u8981\u6c42<\/li>\n<li>\u670d\u52a1\u7ea7\u522b\u534f\u8bae: \u6027\u80fd\u4fdd\u8bc1\u548c\u6b63\u5e38\u8fd0\u884c\u65f6\u95f4\u627f\u8bfa<\/li>\n<\/ul>\n<\/div>\n<h2>\u5de5\u4f5c\u8d1f\u8f7d\u4f18\u5316\u7b56\u7565<\/h2>\n<p>\u9ad8\u7ea7\u5de5\u4f5c\u8d1f\u8f7d\u4f18\u5316\u6280\u672f\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8GPU\u5229\u7528\u7387:<\/p>\n<ul>\n<li>\u52a8\u6001\u6279\u6b21\u5927\u5c0f:<br \/>\n        <code>\u6700\u4f73\u6279\u6b21 = min(\u6700\u5927\u5185\u5b58\u6279\u6b21, \u541e\u5410\u91cf\u6279\u6b21)<\/code>\n    <\/li>\n<li>\u5185\u5b58\u7ba1\u7406:\n<ul>\n<li>\u68af\u5ea6\u68c0\u67e5\u70b9<\/li>\n<li>\u6fc0\u6d3b\u91cd\u8ba1\u7b97<\/li>\n<li>\u5185\u5b58\u9ad8\u6548\u6ce8\u610f\u529b\u673a\u5236<\/li>\n<\/ul>\n<\/li>\n<li>\u591aGPU\u901a\u4fe1:\n<ul>\n<li>\u73af\u5f62\u5168\u5f52\u7ea6\u5b9e\u73b0<\/li>\n<li>\u5206\u5c42\u901a\u4fe1\u6a21\u5f0f<\/li>\n<li>\u5e26\u5bbd\u611f\u77e5\u8c03\u5ea6<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>GPU\u57fa\u7840\u8bbe\u65bd\u7684\u672a\u6765\u89c4\u5212<\/h2>\n<p>\u8003\u8651\u8fd9\u4e9b\u672a\u6765\u6269\u5c55\u6a21\u5f0f:<\/p>\n<ul>\n<li>\u6c34\u5e73\u6269\u5c55\u5bb9\u91cf:<br \/>\n        <code>\u672a\u6765\u6700\u5927gpu\u6570 = \u5f53\u524dgpu\u6570 * (1 + \u589e\u957f\u7387)^\u89c4\u5212\u5e74\u6570<\/code>\n    <\/li>\n<li>\u7535\u529b\u57fa\u7840\u8bbe\u65bd\u4f59\u91cf: \u6700\u5c1125%<\/li>\n<li>\u51b7\u5374\u7cfb\u7edf\u53ef\u6269\u5c55\u6027<\/li>\n<li>\u7f51\u7edc\u67b6\u6784\u7075\u6d3b\u6027<\/li>\n<\/ul>\n<h2>\u76d1\u63a7\u548c\u4f18\u5316\u5de5\u5177<\/h2>\n<p>\u5b9e\u65bd\u8fd9\u4e9b\u76d1\u63a7\u6307\u6807\u4ee5\u5b9e\u73b0\u6700\u4f73GPU\u5229\u7528\u7387:<\/p>\n<ul>\n<li>GPU\u5185\u5b58\u4f7f\u7528:<br \/>\n        <code>\u5229\u7528\u7387 = \u5df2\u5206\u914d\u5185\u5b58 \/ \u603b\u5185\u5b58<\/code>\n    <\/li>\n<li>\u8ba1\u7b97\u5229\u7528\u7387:<br \/>\n        <code>\u8ba1\u7b97\u6548\u7387 = \u5b9e\u9645FLOPS \/ \u7406\u8bba\u5cf0\u503cFLOPS<\/code>\n    <\/li>\n<li>\u529f\u7387\u6548\u7387:<br \/>\n        <code>\u6bcf\u74e6\u6027\u80fd = \u541e\u5410\u91cf \/ \u529f\u8017<\/code>\n    <\/li>\n<\/ul>\n<h2>\u7ed3\u8bba\u548c\u5b9e\u65bd\u6e05\u5355<\/h2>\n<p>\u60a8\u7684GPU\u914d\u7f6e\u7b56\u7565\u5e94\u8be5\u662f\u6570\u636e\u9a71\u52a8\u548c\u6709\u6761\u7406\u7684\u3002\u8bf7\u9075\u5faa\u6b64\u5b9e\u65bd\u6e05\u5355:<\/p>\n<ol>\n<li>\u5bf9\u5f53\u524d\u5de5\u4f5c\u8d1f\u8f7d\u8fdb\u884c\u57fa\u51c6\u6d4b\u8bd5<\/li>\n<li>\u8ba1\u7b97\u7406\u8bba\u9700\u6c42<\/li>\n<li>\u4e3a\u589e\u957f\u589e\u52a020%\u5f00\u9500<\/li>\n<li>\u901a\u8fc7\u5c0f\u89c4\u6a21\u6d4b\u8bd5\u9a8c\u8bc1<\/li>\n<li>\u57fa\u4e8e\u5b9e\u9645\u4f7f\u7528\u60c5\u51b5\u76d1\u63a7\u548c\u8c03\u6574<\/li>\n<\/ol>\n<p>\u65e0\u8bba\u60a8\u662f\u4e3aAI\u8bad\u7ec3\u3001\u6e32\u67d3\u5de5\u4f5c\u8d1f\u8f7d\u8fd8\u662f\u590d\u6742\u8ba1\u7b97\u4efb\u52a1\u914d\u7f6e\u670d\u52a1\u5668,\u6b63\u786e\u7684GPU\u8ba1\u7b97\u548c\u914d\u7f6e\u5bf9\u4e8e\u5b9e\u73b0\u6700\u4f73\u6027\u80fd\u548c\u6210\u672c\u6548\u76ca\u90fd\u81f3\u5173\u91cd\u8981\u3002\u5efa\u8bae\u54a8\u8be2GPU\u670d\u52a1\u5668\u79df\u7528\u548c\u670d\u52a1\u5668\u6258\u7ba1\u4e13\u5bb6,\u6839\u636e\u8fd9\u4e9b\u8ba1\u7b97\u5fae\u8c03\u60a8\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u786e\u5b9a\u7f8e\u56fd\u670d\u52a1\u5668\u79df\u7528\u7684\u6700\u4f73GPU\u6570\u91cf\u4e0d\u4ec5\u4ec5\u662f\u5173\u4e8e\u6700\u5927\u5316\u786c\u4ef6\u6027\u80fd &#8211; \u800c\u662f\u5728\u8ba1\u7b97\u80fd\u529b\u3001\u6210\u672c\u6548\u76ca\u548c\u53ef\u6269\u5c55\u6027\u4e4b\u95f4\u53d6\u5f97\u5b8c\u7f8e\u5e73\u8861\u3002\u65e0\u8bba\u60a8\u662f\u4ece\u4e8bAI\u6a21\u578b\u8bad\u7ec3\u3001\u5904\u7406\u590d\u6742\u6e32\u67d3\u4efb\u52a1\u8fd8\u662f\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6,\u6b63\u786e\u914d\u7f6eGPU\u6570\u91cf\u53ef\u80fd\u4f1a\u51b3\u5b9a\u9879\u76ee\u7684\u6210\u529f\u4e0e\u8d44\u6e90\u6d6a\u8d39\u3002 GPU\u9700\u6c42\u8bc4\u4f30\u7684\u5173\u952e\u56e0\u7d20 \u5728\u8fdb\u884c\u8ba1\u7b97\u4e4b\u524d,\u8ba9\u6211\u4eec\u5206\u89e3\u5f71\u54cdGPU\u9700\u6c42\u7684\u6838\u5fc3\u53d8\u91cf: \u6a21\u578b\u67b6\u6784\u548c\u590d\u6742\u5ea6 \u6570\u636e\u96c6\u5927\u5c0f\u548c\u5904\u7406\u9700\u6c42 \u6279\u6b21\u5927\u5c0f\u4f18\u5316 \u8bad\u7ec3\u65f6\u95f4\u9650\u5236 \u6bcf\u4e2a\u8bad\u7ec3\u5b9e\u4f8b\u7684\u5185\u5b58\u9700\u6c42 \u6280\u672f\u89c4\u683c\u548c\u6027\u80fd\u6307\u6807 \u8bc4\u4f30GPU\u9700\u6c42\u65f6,\u8bf7\u8003\u8651\u4ee5\u4e0b\u6280\u672f\u89c4\u683c: CUDA\u6838\u5fc3\u548c\u5f20\u91cf\u6838\u5fc3\u6570\u91cf GPU\u5185\u5b58\u5e26\u5bbd(GB\/s) FP32\/FP16\/INT8\u6027\u80fd PCIe\u5e26\u5bbd\u9650\u5236 \u529f\u8017\u548c\u6563\u70ed\u7ea6\u675f \u8ba1\u7b97GPU\u9700\u6c42:\u6570\u5b66\u65b9\u6cd5 \u8ba9\u6211\u4eec\u6df1\u5165\u7814\u7a76GPU\u8ba1\u7b97\u7684\u6570\u5b66\u6846\u67b6\u3002\u6211\u4eec\u5c06\u57fa\u4e8e\u5de5\u4f5c\u8d1f\u8f7d\u7279\u5f81\u4f7f\u7528\u5177\u4f53\u516c\u5f0f,\u800c\u4e0d\u662f\u4f9d\u9760\u7c97\u7565\u4f30\u8ba1: \u6240\u9700GPU\u6570\u91cf = ceil((\u6a21\u578b\u5927\u5c0f * \u6279\u6b21\u5927\u5c0f * \u5e76\u884c\u4f5c\u4e1a\u6570) \/ \u53ef\u7528GPU\u5185\u5b58) \u5176\u4e2d: &#8211; \u6a21\u578b\u5927\u5c0f = \u53c2\u6570\u6570\u91cf * 4\u5b57\u8282(FP32)\u62162\u5b57\u8282(FP16) &#8211; \u53ef\u7528GPU\u5185\u5b58 = \u603bGPU\u5185\u5b58 * 0.85(\u7f13\u51b2\u7cfb\u6570) \u7279\u5b9a\u5de5\u4f5c\u8d1f\u8f7d\u8ba1\u7b97 AI\u8bad\u7ec3\u5de5\u4f5c\u8d1f\u8f7d \u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b,\u8bf7\u8003\u8651\u4ee5\u4e0b\u6307\u6807: \u6bcf\u4e2a\u6a21\u578b\u5b9e\u4f8b\u7684\u5185\u5b58\u5360\u7528: \u5360\u7528 = \u6a21\u578b\u5927\u5c0f * 4 + (\u6279\u6b21\u5927\u5c0f * \u6837\u672c\u5927\u5c0f * [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-cn\/knowledge\/calculate-the-required-gpu-count-based-on-business-needs\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":11,"featured_media":21362,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[80],"tags":[],"class_list":["post-21366","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO 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