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{"id":15517,"date":"2024-09-04T11:36:55","date_gmt":"2024-09-04T03:36:55","guid":{"rendered":"https:\/\/www.simcentric.com\/uncategorized-sc\/what-role-do-gpu-graphics-cards-and-computing-power-play\/"},"modified":"2024-09-04T11:45:02","modified_gmt":"2024-09-04T03:45:02","slug":"what-role-do-gpu-graphics-cards-and-computing-power-play","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/sc\/hong-kong-dedicated-server-sc\/what-role-do-gpu-graphics-cards-and-computing-power-play\/","title":{"rendered":"GPU\u3001\u663e\u5361\u548c\u7b97\u529b\u5206\u522b\u626e\u6f14\u4ec0\u4e48\u89d2\u8272\uff1f"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<p>\u5728<strong><a href=\"https:\/\/www.simcentric.com\/sc\/products\/dedicated-server-hk\/\" target=\"_blank\" rel=\"noopener\">\u670d\u52a1\u5668\u79df\u7528<\/a><\/strong>\u9886\u57df,\u7406\u89e3GPU\u3001\u663e\u5361\u548c\u8ba1\u7b97\u80fd\u529b\u4e4b\u95f4\u7684\u5173\u7cfb\u5bf9\u4e8e\u4f18\u5316\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002\u65e0\u8bba\u60a8\u662f\u8fd0\u884cAI\u5de5\u4f5c\u8d1f\u8f7d\u3001\u5904\u7406\u5927\u6570\u636e\u8fd8\u662f\u7ba1\u7406\u590d\u6742\u7684\u6a21\u62df,\u8fd9\u4e9b\u7ec4\u4ef6\u5728\u670d\u52a1\u5668\u7684\u80fd\u529b\u4e2d\u90fd\u626e\u6f14\u7740\u91cd\u8981\u89d2\u8272\u3002\u8ba9\u6211\u4eec\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e09\u4e2a\u5143\u7d20\u4e4b\u95f4\u7684\u590d\u6742\u8054\u7cfb,\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u5f71\u54cd\u60a8\u7684\u670d\u52a1\u5668\u79df\u7528\u4f53\u9a8c\u3002<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u4ec0\u4e48\u662fGPU,\u5b83\u4e0eCPU\u6709\u4f55\u4e0d\u540c\uff1f<\/strong><\/h2>\n<p><strong><a href=\"https:\/\/www.simcentric.com\/sc\/hong-kong-dedicated-server\/differences-between-gpu-server-and-high-frequency-cpu-serve\/\" target=\"_blank\" rel=\"noopener\">GPU(\u56fe\u5f62\u5904\u7406\u5355\u5143)<\/a><\/strong>\u662f\u4e00\u79cd\u4e13\u95e8\u8bbe\u8ba1\u7528\u4e8e\u5904\u7406\u56fe\u5f62\u6e32\u67d3\u548c\u5e76\u884c\u8ba1\u7b97\u4efb\u52a1\u7684\u4e13\u7528\u5904\u7406\u5668\u3002\u4e0e\u9488\u5bf9\u987a\u5e8f\u5904\u7406\u8fdb\u884c\u4f18\u5316\u7684CPU(\u4e2d\u592e\u5904\u7406\u5355\u5143)\u4e0d\u540c,GPU\u64c5\u957f\u540c\u65f6\u6267\u884c\u591a\u4e2a\u7b80\u5355\u8ba1\u7b97\u3002\u8fd9\u79cd\u67b6\u6784\u5dee\u5f02\u4f7f\u5176\u975e\u5e38\u9002\u5408:<\/p>\n<ul>\n<li>\u673a\u5668\u5b66\u4e60\u548cAI\u5e94\u7528<\/li>\n<li>\u79d1\u5b66\u6a21\u62df<\/li>\n<li>\u5927\u6570\u636e\u5206\u6790<\/li>\n<li>\u52a0\u5bc6\u8d27\u5e01\u6316\u77ff<\/li>\n<li>\u89c6\u9891\u6e32\u67d3\u548c\u8f6c\u7801<\/li>\n<\/ul>\n<p>GPU\u901a\u8fc7\u5176\u72ec\u7279\u7684\u7ed3\u6784\u5b9e\u73b0\u4e86\u8fd9\u79cd\u5e76\u884c\u5904\u7406\u80fd\u529b,\u5305\u62ec\u6210\u5343\u4e0a\u4e07\u4e2a\u8f83\u5c0f\u3001\u66f4\u9ad8\u6548\u7684\u6838\u5fc3,\u800c\u4e0d\u662fCPU\u4e2d\u7684\u51e0\u4e2a\u5f3a\u5927\u6838\u5fc3\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5176\u80fd\u591f\u5904\u7406\u53ef\u4ee5\u5206\u89e3\u4e3a\u8bb8\u591a\u76f8\u540c\u3001\u5e76\u884c\u8ba1\u7b97\u7684\u4efb\u52a1,\u4f8b\u5982\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u77e9\u9635\u8fd0\u7b97\u6216\u56fe\u50cf\u5904\u7406\u4e2d\u7684\u50cf\u7d20\u8ba1\u7b97\u3002<\/p>\n<p>\u4f8b\u5982,\u5728\u673a\u5668\u5b66\u4e60\u573a\u666f\u4e2d,GPU\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u591a\u4e2a\u6570\u636e\u70b9,\u663e\u8457\u52a0\u5feb\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u901f\u5ea6\u3002\u5728CPU\u4e0a\u53ef\u80fd\u9700\u8981\u6570\u5929\u5b8c\u6210\u7684\u4efb\u52a1,\u4f7f\u7528\u5f3a\u5927\u7684GPU\u53ef\u80fd\u5728\u51e0\u5c0f\u65f6\u751a\u81f3\u51e0\u5206\u949f\u5185\u5b8c\u6210\u3002<\/p>\n<p>\u5728\u670d\u52a1\u5668\u79df\u7528\u4e2d,\u5bf9\u4e8e\u53d7\u76ca\u4e8e\u5e76\u884c\u5904\u7406\u7684\u7279\u5b9a\u5de5\u4f5c\u8d1f\u8f7d,GPU\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6027\u80fd\u3002<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u663e\u5361:\u8d85\u4e4e\u60f3\u8c61<\/strong><\/h2>\n<p>\u867d\u7136\u7ecf\u5e38\u4e0eGPU\u4e92\u6362\u4f7f\u7528,\u4f46\u663e\u5361\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u5305,\u5305\u62ec:<\/p>\n<ul>\n<li>GPU\u82af\u7247\u672c\u8eab<\/li>\n<li>\u89c6\u9891\u5185\u5b58(VRAM)<\/li>\n<li>\u51b7\u5374\u7cfb\u7edf<\/li>\n<li>\u7535\u6e90\u7ba1\u7406\u7ec4\u4ef6<\/li>\n<\/ul>\n<p>\u5728\u670d\u52a1\u5668\u79df\u7528\u4e2d,\u9ad8\u6027\u80fd\u663e\u5361\u5bf9\u4e8e\u9700\u8981\u5bc6\u96c6\u56fe\u5f62\u5904\u7406\u6216\u652f\u6301CUDA\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u4efb\u52a1\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u8ba1\u7b97\u80fd\u529b:\u670d\u52a1\u5668\u6027\u80fd\u7684\u6838\u5fc3<\/strong><\/h2>\n<p>\u8ba1\u7b97\u80fd\u529b,\u901a\u5e38\u88ab\u79f0\u4e3a&#8221;\u8ba1\u7b97\u80fd\u529b&#8221;\u6216\u7b80\u5355\u5730\u79f0\u4e3a&#8221;\u6027\u80fd&#8221;,\u662f\u7cfb\u7edf\u5904\u7406\u6570\u636e\u548c\u6267\u884c\u8ba1\u7b97\u7684\u6574\u4f53\u80fd\u529b\u3002\u5b83\u53d7\u5230\u5404\u79cd\u56e0\u7d20\u7684\u5f71\u54cd,\u5305\u62ec:<\/p>\n<ul>\n<li>CPU\u6027\u80fd<\/li>\n<li>GPU\u80fd\u529b<\/li>\n<li>RAM\u5bb9\u91cf\u548c\u901f\u5ea6<\/li>\n<li>\u5b58\u50a8\u7c7b\u578b\u548c\u901f\u5ea6<\/li>\n<\/ul>\n<p>\u5728\u670d\u52a1\u5668\u79df\u7528\u7684\u80cc\u666f\u4e0b,\u8ba1\u7b97\u80fd\u529b\u51b3\u5b9a\u4e86\u60a8\u7684\u670d\u52a1\u5668\u80fd\u591f\u591a\u4e48\u9ad8\u6548\u5730\u5904\u7406\u5176\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u534f\u540c\u6548\u5e94:GPU\u3001\u663e\u5361\u548c\u8ba1\u7b97\u80fd\u529b\u5982\u4f55\u4e92\u52a8<\/strong><\/h2>\n<p>\u7406\u89e3\u8fd9\u4e09\u4e2a\u5143\u7d20\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u4f18\u5316\u670d\u52a1\u5668\u79df\u7528\u8bbe\u7f6e\u7684\u5173\u952e:<\/p>\n<ol>\n<li><strong>GPU\u4f5c\u4e3a\u8ba1\u7b97\u80fd\u529b\u653e\u5927\u5668:<\/strong> \u867d\u7136CPU\u5904\u7406\u901a\u7528\u4efb\u52a1,\u4f46GPU\u64c5\u957f\u5e76\u884c\u5904\u7406\u3002\u6dfb\u52a0\u5f3a\u5927\u7684GPU\u53ef\u4ee5\u663e\u8457\u589e\u52a0\u670d\u52a1\u5668\u5bf9\u7279\u5b9a\u4efb\u52a1\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/li>\n<li><strong>\u663e\u5361\u4f5c\u4e3aGPU\u4f7f\u80fd\u5668:<\/strong> \u9ad8\u8d28\u91cf\u7684\u663e\u5361\u4e3aGPU\u63d0\u4f9b\u4e86\u5fc5\u8981\u7684\u652f\u6301\u7cfb\u7edf,\u5305\u62ec\u8db3\u591f\u7684\u51b7\u5374\u548c\u7535\u6e90\u4f9b\u5e94\u3002<\/li>\n<li><strong>\u8ba1\u7b97\u80fd\u529b\u4f5c\u4e3a\u90e8\u4ef6\u7684\u603b\u548c:<\/strong> \u60a8\u670d\u52a1\u5668\u7684\u6574\u4f53\u8ba1\u7b97\u80fd\u529b\u662f\u6240\u6709\u7ec4\u4ef6(\u5305\u62ecGPU\u548c\u663e\u5361)\u534f\u540c\u5de5\u4f5c\u7684\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u4f55\u65f6\u670d\u52a1\u5668\u79df\u7528\u9700\u8981\u4e13\u95e8\u7684\u56fe\u5f62\u5904\u7406\uff1f<\/strong><\/h2>\n<p>\u5e76\u975e\u6240\u6709\u670d\u52a1\u5668\u79df\u7528\u573a\u666f\u90fd\u9700\u8981\u9ad8\u7ea7\u56fe\u5f62\u5904\u7406\u80fd\u529b\u3002\u5982\u679c\u60a8\u6b63\u5728\u5904\u7406\u4ee5\u4e0b\u5de5\u4f5c,\u8003\u8651\u4f7f\u7528\u4e13\u95e8\u7684\u786c\u4ef6\u589e\u5f3a\u60a8\u7684\u670d\u52a1\u5668:<\/p>\n<ul>\n<li>\u673a\u5668\u5b66\u4e60\u548cAI\u5de5\u4f5c\u8d1f\u8f7d<\/li>\n<li>\u89c6\u9891\u8f6c\u7801\u548c\u6e32\u67d3<\/li>\n<li>\u79d1\u5b66\u6a21\u62df\u548c\u5efa\u6a21<\/li>\n<li>\u5927\u6570\u636e\u5206\u6790<\/li>\n<li>\u9ad8\u6027\u80fd\u8ba1\u7b97(HPC)\u5e94\u7528<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u4f20\u7edf\u7684\u7f51\u7ad9\u6258\u7ba1\u6216\u6570\u636e\u5e93\u7ba1\u7406,\u6807\u51c6\u7684\u57fa\u4e8eCPU\u7684\u8bbe\u7f6e\u901a\u5e38\u5c31\u8db3\u591f\u4e86\u3002\u7136\u800c,\u5373\u4f7f\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b,\u4e5f\u6709\u4e00\u4e9b\u573a\u666f\u53ef\u4ee5\u4ece\u56fe\u5f62\u52a0\u901f\u4e2d\u53d7\u76ca:<\/p>\n<ol>\n<li><strong>\u6570\u636e\u5e93\u589e\u5f3a:<\/strong> \u4e00\u4e9b\u6570\u636e\u5e93,\u5982\u4f7f\u7528PG-Strom\u7684PostgreSQL,\u53ef\u4ee5\u5229\u7528\u4e13\u95e8\u7684\u5904\u7406\u5668\u6765\u52a0\u901f\u67d0\u4e9b\u67e5\u8be2,\u7279\u522b\u662f\u6d89\u53ca\u5927\u578b\u6570\u636e\u96c6\u7684\u67e5\u8be2\u3002<\/li>\n<li><strong>Web\u5e94\u7528\u6027\u80fd\u63d0\u5347:<\/strong> \u67d0\u4e9bWeb\u5e94\u7528,\u7279\u522b\u662f\u6d89\u53ca\u5b9e\u65f6\u56fe\u50cf\u6216\u89c6\u9891\u5904\u7406\u7684\u5e94\u7528,\u53ef\u4ee5\u901a\u8fc7\u4e13\u7528\u56fe\u5f62\u786c\u4ef6\u83b7\u5f97\u663e\u8457\u6539\u5584\u3002<\/li>\n<li><strong>\u5185\u5bb9\u5206\u53d1\u7f51\u7edc(CDN):<\/strong> \u5148\u8fdb\u7684\u5904\u7406\u5355\u5143\u53ef\u4ee5\u589e\u5f3aCDN\u8fb9\u7f18\u670d\u52a1\u5668\u4e2d\u7684\u89c6\u9891\u8f6c\u7801\u548c\u56fe\u50cf\u5904\u7406,\u4ece\u800c\u63d0\u9ad8\u5185\u5bb9\u4ea4\u4ed8\u901f\u5ea6\u3002<\/li>\n<\/ol>\n<p>\u5728\u8003\u8651\u6295\u8d44\u56fe\u5f62\u52a0\u901f\u670d\u52a1\u5668\u79df\u7528\u65f6,\u8bf7\u4ed4\u7ec6\u8bc4\u4f30\u60a8\u7684\u5177\u4f53\u5de5\u4f5c\u8d1f\u8f7d\u9700\u6c42\u548c\u6f5c\u5728\u7684\u672a\u6765\u9700\u6c42\u3002\u867d\u7136\u8fd9\u79cd\u4e13\u95e8\u7684\u670d\u52a1\u5668\u79df\u7528\u901a\u5e38\u4ef7\u683c\u8f83\u9ad8,\u4f46\u5728\u9002\u5f53\u7684\u5e94\u7528\u4e2d,\u6027\u80fd\u63d0\u5347\u901a\u5e38\u80fd\u591f\u8bc1\u660e\u989d\u5916\u6210\u672c\u7684\u5408\u7406\u6027\u3002<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u4e3a\u60a8\u7684\u9700\u6c42\u9009\u62e9\u6b63\u786e\u7684\u914d\u7f6e<\/strong><\/h2>\n<p>\u5728\u9009\u62e9\u670d\u52a1\u5668\u79df\u7528\u89e3\u51b3\u65b9\u6848\u65f6,\u8bf7\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20:<\/p>\n<ol>\n<li><strong>\u5de5\u4f5c\u8d1f\u8f7d\u7c7b\u578b:<\/strong> \u8bc4\u4f30\u60a8\u7684\u5e94\u7528\u662f\u5426\u4f1a\u4eceGPU\u52a0\u901f\u4e2d\u53d7\u76ca\u3002<\/li>\n<li><strong>\u9884\u7b97:<\/strong> \u542f\u7528GPU\u7684\u670d\u52a1\u5668\u901a\u5e38\u6bd4\u6807\u51c6\u914d\u7f6e\u6210\u672c\u66f4\u9ad8\u3002<\/li>\n<li><strong>\u53ef\u6269\u5c55\u6027:<\/strong> \u786e\u4fdd\u60a8\u7684\u670d\u52a1\u5668\u79df\u7528\u63d0\u4f9b\u5546\u63d0\u4f9b\u6839\u636e\u9700\u8981\u5347\u7ea7\u6216\u964d\u7ea7\u7684\u7075\u6d3b\u6027\u3002<\/li>\n<li><strong>\u652f\u6301:<\/strong> \u5bfb\u627e\u5728GPU\u52a0\u901f\u670d\u52a1\u5668\u79df\u7528\u65b9\u9762\u5177\u6709\u4e13\u4e1a\u77e5\u8bc6\u7684\u63d0\u4f9b\u5546\u3002<\/li>\n<\/ol>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row el_class=&#8221;blog-detail-section&#8221;][vc_column][vc_column_text]<\/p>\n<h2><strong>\u5728\u670d\u52a1\u5668\u73af\u5883\u4e2d\u6d4b\u91cfGPU\u6027\u80fd<\/strong><\/h2>\n<p>\u8981\u8861\u91cfGPU\u5bf9\u670d\u52a1\u5668\u8ba1\u7b97\u80fd\u529b\u7684\u5f71\u54cd,\u8bf7\u8003\u8651\u4ee5\u4e0b\u6307\u6807:<\/p>\n<ul>\n<li>FLOPS(\u6bcf\u79d2\u6d6e\u70b9\u8fd0\u7b97\u6b21\u6570)<\/li>\n<li>\u5185\u5b58\u5e26\u5bbd<\/li>\n<li>\u80fd\u6548(\u6bcf\u74e6\u6027\u80fd)<\/li>\n<li>\u4e0e\u60a8\u7684\u5de5\u4f5c\u8d1f\u8f7d\u76f8\u5173\u7684\u7279\u5b9a\u57fa\u51c6\u6d4b\u8bd5\u5206\u6570<\/li>\n<\/ul>\n<p>[\/vc_column_text][\/vc_column][\/vc_row][vc_row 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