{"id":22618,"date":"2025-07-23T15:35:43","date_gmt":"2025-07-23T07:35:43","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/the-differences-between-gpgpu-and-gpu\/"},"modified":"2025-07-23T15:48:16","modified_gmt":"2025-07-23T07:48:16","slug":"the-differences-between-gpgpu-and-gpu","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/the-differences-between-gpgpu-and-gpu\/","title":{"rendered":"GPGPU\u548cGPU\u7684\u5dee\u7570\u662f\u4ec0\u9ebc\uff1f"},"content":{"rendered":"<style>\n        table {\n            border-collapse: collapse;\n            width: 100%;\n            max-width: 500px;\n            margin: 20px;\n        }<\/p>\n<p>        table, th, td {\n            border: 1px solid black;\n        }<\/p>\n<p>        th, td {\n            padding: 10px;\n            text-align: left;\n        }<\/p>\n<p>        th {\n            background-color: #f2f2f2;\n        }\n    <\/style>\n<p>GPGPU\u548c<a target=\"_self\" href=\"https:\/\/www.varidata.com\/zh-tw\/hardware\/gpu\/\">GPU<\/a>\u7684\u4e3b\u8981\u5dee\u7570\u5728\u65bc\u5b83\u5011\u7684\u5de5\u4f5c\u8077\u8cac\u3002GPU\u662f\u4e00\u500b\u5be6\u969b\u7684\u786c\u9ad4\u88dd\u7f6e\uff0c\u7528\u65bc\u8655\u7406\u5716\u5f62\u548c\u4e26\u884c\u4efb\u52d9\u3002GPGPU\u5247\u610f\u5473\u8457\u5c07GPU\u7528\u65bc\u5716\u5f62\u8655\u7406\u4e4b\u5916\u7684\u7528\u9014\u3002\u8a31\u591a\u4f01\u696d\u4f7f\u7528GPGPU\u9032\u884c\u4eba\u5de5\u667a\u6167\u3001\u91ab\u7642\u4fdd\u5065\u548c\u91d1\u878d\u7b49\u9818\u57df\u7684\u904b\u7b97\u3002\u4e9e\u592a\u5730\u5340\u662fGPGPU\u4f7f\u7528\u6700\u591a\u7684\u5730\u5340\uff0c\u4f54\u5e02\u5834\u4efd\u984d\u768437.8%\u3002GPU\u5728\u5bb6\u5ead\u548c\u5c0f\u578b\u4f01\u696d\u4e2d\u4ecd\u7136\u5f88\u53d7\u6b61\u8fce\uff0c\u4e3b\u8981\u7528\u65bc\u904a\u6232\u548c\u65e5\u5e38\u904b\u7b97\u5de5\u4f5c\u3002<\/p>\n<h2>\u4e3b\u8981\u8981\u9ede<\/h2>\n<ul>\n<li>\n<p><a target=\"_blank\" href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/amd-vs-nvidia-which-gpu-is-best-for-gaming-in-2025\/\">GPU\u662f\u96fb\u8166\u4e2d\u7684\u5be6\u9ad4\u6676\u7247<\/a>\uff0c\u7528\u65bc\u751f\u6210\u5f71\u50cf\u548c\u8996\u8a0a\u3002\u5b83\u53ef\u4ee5\u540c\u6642\u8655\u7406\u591a\u9805\u4efb\u52d9\uff0c\u4e3b\u8981\u7528\u65bc\u904a\u6232\u548c\u8996\u8a0a\u8655\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>GPGPU\u5229\u7528GPU\u7684\u904b\u7b97\u80fd\u529b\u7528\u65bc\u5176\u4ed6\u4efb\u52d9\uff0c\u5982\u79d1\u5b78\u904b\u7b97\u3001\u4eba\u5de5\u667a\u6167\u548c\u5927\u6578\u64da\u8655\u7406\uff0c\u800c\u4e0d\u50c5\u50c5\u4fb7\u9650\u65bc\u5716\u5f62\u8655\u7406\u3002<\/p>\n<\/li>\n<li>\n<p>\u50cfCUDA\u548cOpenCL\u9019\u6a23\u7684\u5c08\u696d\u5de5\u5177\u5e6b\u52a9\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u5145\u5206\u5229\u7528GPU\u9032\u884cGPGPU\u904b\u7b97\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u548c\u6548\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p>GPU\u5c08\u70ba\u5716\u5f62\u8655\u7406\u4efb\u52d9\u8a2d\u8a08\uff0c\u800cGPGPU\u5247\u7528\u65bc\u8907\u96dc\u7684\u6578\u5b78\u904b\u7b97\u548c\u8cc7\u6599\u8655\u7406\uff0c\u5ee3\u6cdb\u61c9\u7528\u65bc\u91ab\u7642\u4fdd\u5065\u548c\u91d1\u878d\u9818\u57df\u3002<\/p>\n<\/li>\n<li>\n<p>\u9078\u64c7GPU\u9084\u662fGPGPU\u53d6\u6c7a\u65bc\u5177\u9ad4\u9700\u6c42\uff0c\u77ad\u89e3\u5b83\u5011\u7684\u5dee\u7570\u6709\u52a9\u65bc\u9078\u64c7\u5408\u9069\u7684\u5de5\u5177\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>\u5b9a\u7fa9<\/h2>\n<h3>GPU<\/h3>\n<p>\u5716\u5f62\u8655\u7406\u55ae\u5143\uff08GPU\uff09\u662f\u96fb\u8166\u548c\u904a\u6232\u7cfb\u7d71\u4e2d\u7684\u4e00\u500b\u6676\u7247\u3002\u5b83\u8ca0\u8cac\u5728\u87a2\u5e55\u4e0a\u986f\u793a\u5716\u7247\u3001\u8996\u8a0a\u548c\u52d5\u756b\u3002GPU\u8207CPU\u4e0d\u540c\uff0c\u5b83\u5167\u90e8\u5305\u542b\u8a31\u591a\u5c0f\u578b\u6838\u5fc3\u3002\u9019\u4e9b\u6838\u5fc3\u4f7fGPU\u80fd\u5920\u540c\u6642\u9032\u884c\u5927\u91cf\u6578\u5b78\u904b\u7b97\uff0c\u5f9e\u800c\u5feb\u901f\u8655\u7406\u8907\u96dc\u7684\u5716\u5f62\u4efb\u52d9\u3002<\/p>\n<p>\u6280\u8853\u6587\u737b\u5217\u51fa\u4e86GPU\u7684\u4e00\u4e9b\u4e3b\u8981\u7279\u9ede\uff1a<\/p>\n<ul>\n<li>\n<p>\u64c1\u6709\u6578\u5343\u500b\u7c21\u55ae\u7684\u6838\u5fc3\uff0c\u53ef\u4ee5\u4e26\u884c\u8655\u7406\u591a\u9805\u4efb\u52d9\u3002<\/p>\n<\/li>\n<li>\n<p>\u5177\u6709\u7279\u6b8a\u55ae\u5143\uff0c\u5982\u5f35\u91cf\u6838\u5fc3\u548c\u5149\u7dda\u8ffd\u8e64\u6838\u5fc3\uff0c\u7528\u65bc\u8907\u96dc\u7684\u5716\u5f62\u548cAI\u904b\u7b97\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528\u9ad8\u901f\u986f\u793a\u8a18\u61b6\u9ad4\uff08VRAM\uff09\u5be6\u73fe\u5feb\u901f\u8cc7\u6599\u5b58\u53d6\u3002<\/p>\n<\/li>\n<li>\n<p>\u63a1\u7528SIMD\u548cSIMT\u7b49\u6280\u8853\u9032\u884c\u4e26\u884c\u4efb\u52d9\u8655\u7406\u3002<\/p>\n<\/li>\n<\/ul>\n<p>GPU\u7684\u8a2d\u8a08\u6ce8\u91cd\u901f\u5ea6\u548c\u4e26\u884c\u8655\u7406\u80fd\u529b\u3002\u5b83\u5011\u57283D\u5716\u5f62\u904b\u7b97\u3001\u8996\u8a0a\u7279\u6548\u548c\u5373\u6642\u5149\u7dda\u8ffd\u8e64\u65b9\u9762\u8868\u73fe\u51fa\u8272\u3002\u5728\u904a\u6232\u4e2d\uff0cGPU\u8ca0\u8cac\u5716\u5f62\u8655\u7406\uff0c\u800cCPU\u5247\u8655\u7406\u5176\u4ed6\u4efb\u52d9\u3002\u901a\u7528\u5716\u5f62\u8655\u7406\u55ae\u5143\u73fe\u5df2\u61c9\u7528\u65bc\u591a\u500b\u9818\u57df\uff0c\u4e0d\u50c5\u9650\u65bc\u5716\u5f62\u8655\u7406\uff0c\u9084\u80fd\u63d0\u5347\u6574\u9ad4\u904b\u7b97\u6548\u80fd\u3002<\/p>\n<h3>GPGPU<\/h3>\n<p>GPGPU\u6307\u7684\u662f\u5c07\u5716\u5f62\u8655\u7406\u55ae\u5143\u7528\u65bc\u5716\u5f62\u8655\u7406\u4e4b\u5916\u7684\u7528\u9014\u3002\u5b83\u8b93GPU\u80fd\u5920\u5354\u52a9\u8655\u7406\u79d1\u5b78\u3001\u91ab\u7642\u548c\u91d1\u878d\u9818\u57df\u7684\u554f\u984c\u3002\u6839\u64da\u7dad\u57fa\u767e\u79d1\u548c\u82f1\u7279\u723e\u7684\u8aaa\u6cd5\uff0cGPGPU\u662f\u4e00\u500b\u8edf\u9ad4\u6982\u5ff5\uff0c\u5b83\u5229\u7528GPU\u7684\u904b\u7b97\u80fd\u529b\u9032\u884c\u5404\u7a2e\u901a\u7528\u904b\u7b97\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u5716\u5f62\u8655\u7406\u3002<\/p>\n<p>GPGPU\u9700\u8981\u7279\u6b8a\u7684\u5de5\u5177\u652f\u63f4\uff0c\u5982CUDA\u548cOpenCL\u3002\u9019\u4e9b\u5de5\u5177\u5e6b\u52a9\u958b\u767c\u4eba\u54e1\u70baGPU\u7de8\u5beb\u7a0b\u5f0f\u78bc\u3002\u901a\u7528\u5716\u5f62\u8655\u7406\u55ae\u5143\u53ef\u4ee5\u7528\u65bc\u91ab\u5b78\u5f71\u50cf\u8655\u7406\u3001\u6df1\u5ea6\u5b78\u7fd2\u548c\u9ad8\u983b\u4ea4\u6613\u7b49\u4efb\u52d9\u3002GPGPU\u4e26\u4e0d\u662f\u8981\u53d6\u4ee3CPU\uff0c\u800c\u662f\u8207CPU\u5354\u540c\u5de5\u4f5c\uff0c\u52a0\u5feb\u5927\u578b\u4efb\u52d9\u7684\u8655\u7406\u901f\u5ea6\u3002\u9019\u7a2e\u65b9\u5f0f\u53ef\u4ee5\u5e6b\u52a9\u4f01\u696d\u66f4\u5feb\u5b8c\u6210\u5de5\u4f5c\uff0c\u964d\u4f4e\u80fd\u8017\u548c\u6210\u672c\u3002<\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1aGPGPU\u6280\u8853\u5728\u4e0d\u65b7\u9032\u6b65\u3002\u65b0\u4e00\u4ee3GPU\uff0c\u5982\u63a1\u7528Blackwell\u67b6\u69cb\u7684\u7522\u54c1\uff0c\u70ba\u5404\u985e\u904b\u7b97\u4efb\u52d9\u63d0\u4f9b\u4e86\u66f4\u5f37\u5927\u7684\u6548\u80fd\u3002<\/p>\n<\/blockquote>\n<h2>GPGPU\u548cGPU\u7684\u5dee\u7570<\/h2>\n<h3>\u7528\u9014<\/h3>\n<p><strong>GPGPU<\/strong>\u548c<strong>GPU<\/strong>\u7684\u4e3b\u8981\u5dee\u7570\u5728\u65bc\u5176\u7528\u9014\u3002<strong>GPU<\/strong>\u662f\u4e00\u500b\u786c\u9ad4\u5143\u4ef6\uff0c\u7528\u65bc\u63d0\u4f9b\u9ad8\u54c1\u8cea\u548c\u9ad8\u901f\u7684\u5716\u5f62\u8655\u7406\u80fd\u529b\u3002\u5b83\u8ca0\u8cac\u5728\u87a2\u5e55\u4e0a\u7e6a\u88fd\u5f71\u50cf\u3001\u8996\u8a0a\u548c\u52d5\u756b\u3002\u88fd\u9020\u5546\u8a2d\u8a08<strong>GPU<\/strong>\u6642\u8457\u91cd\u65bc\u4e26\u884c\u8655\u7406\u80fd\u529b\uff0c\u9019\u6709\u52a9\u65bc\u63d0\u5347\u904a\u6232\u548c\u8996\u8a0a\u6548\u80fd\u3002\u96a8\u8457\u6642\u9593\u63a8\u79fb\uff0c<strong>GPU<\/strong>\u7684\u61c9\u7528\u7bc4\u570d\u64f4\u5927\u5230\u5716\u5f62\u8655\u7406\u4e4b\u5916\uff0c\u73fe\u5728\u9084\u53ef\u4ee5\u7528\u65bc\u4eba\u5de5\u667a\u6167\u548c\u79d1\u5b78\u904b\u7b97\u3002<\/p>\n<p><strong>GPGPU<\/strong>\u5247\u662f\u5229\u7528<strong>GPU<\/strong>\u9032\u884c\u975e\u5716\u5f62\u8655\u7406\u4efb\u52d9\u7684\u65b9\u6cd5\u3002\u4eba\u5011\u4f7f\u7528<strong>GPGPU<\/strong>\u89e3\u6c7a\u8207\u5716\u5f62\u7121\u95dc\u7684\u554f\u984c\u3002<strong>GPGPU<\/strong>\u4f7f<strong>GPU<\/strong>\u80fd\u5920\u8655\u7406\u6df1\u5ea6\u5b78\u7fd2\u3001\u91ab\u5b78\u5f71\u50cf\u548c\u5927\u6578\u64da\u5206\u6790\u3002\u5176\u76ee\u6a19\u662f\u5229\u7528<strong>GPU<\/strong>\u52a0\u901f\u5404\u7a2e\u904b\u7b97\u4efb\u52d9\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u8655\u7406\u5716\u5f62\u3002<\/p>\n<blockquote>\n<p>\u63d0\u793a\uff1a<strong>GPGPU<\/strong>\u5229\u7528<strong>GPU<\/strong>\u52a0\u901f\u8907\u96dc\u7684\u6578\u5b78\u904b\u7b97\uff0c\u9019\u5728\u79d1\u5b78\u3001\u91ab\u7642\u548c\u5546\u696d\u9818\u57df\u7279\u5225\u6709\u7528\u3002<\/p>\n<\/blockquote>\n<h3>\u5de5\u4f5c\u8ca0\u8f09<\/h3>\n<p><strong>GPU<\/strong>\u548c<strong>GPGPU<\/strong>\u7684\u5de5\u4f5c\u4efb\u52d9\u4e0d\u540c\u3002<strong>GPU<\/strong>\u4e3b\u8981\u8655\u7406\u5716\u5f62\u4efb\u52d9\uff0c\u5305\u62ec3D\u5834\u666f\u904b\u7b97\u3001\u8996\u8a0a\u7279\u6548\u548c\u4f7f\u7528\u8005\u4ecb\u9762\u986f\u793a\u3002\u6700\u65b0\u7814\u7a76\u8868\u660e\uff0c<strong>GPU<\/strong>\u4e5f\u53ef\u4ee5\u8655\u7406\u8907\u96dc\u7684\u6578\u5b78\u904b\u7b97\uff0c\u5305\u62ec\u77e9\u9663\u904b\u7b97\u3001\u8cc7\u6599\u5eab\u64cd\u4f5c\u548c\u6df1\u5ea6\u5b78\u7fd2\u3002\u4f8b\u5982\uff0c\u50cfBERT\u9019\u6a23\u7684\u6a21\u578b\u5229\u7528<strong>GPU<\/strong>\u7684\u5f35\u91cf\u6838\u5fc3\u9032\u884c\u5feb\u901f\u8a13\u7df4\u548c\u554f\u984c\u56de\u7b54\u3002<\/p>\n<p><strong>GPGPU<\/strong>\u7684\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728\u901a\u7528\u904b\u7b97\u9818\u57df\u3002\u79d1\u5b78\u5bb6\u4f7f\u7528<strong>GPGPU<\/strong>\u9032\u884c\u7269\u7406\u548c\u5de5\u7a0b\u904b\u7b97\u3002<strong>GPGPU<\/strong>\u9084\u7528\u65bc\u5927\u6578\u64da\u6a21\u5f0f\u8b58\u5225\u3002\u8a13\u7df4\u5927\u578bAI\u6a21\u578b\u4e5f\u662f<strong>GPGPU<\/strong>\u7684\u91cd\u8981\u61c9\u7528\u3002\u9019\u4e9b\u4efb\u52d9\u9700\u8981\u9ad8\u901f\u5ea6\u548c\u4e26\u884c\u904b\u7b97\u80fd\u529b\uff0c\u800c\u9019\u6b63\u662f<strong>GPU<\/strong>\u6240\u64c5\u9577\u7684\u3002<\/p>\n<ul>\n<li>\n<p><strong>GPU\u5de5\u4f5c\u8ca0\u8f09\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p>\u5716\u5f62\u904b\u7b97<\/p>\n<\/li>\n<li>\n<p>\u8996\u8a0a\u64ad\u653e<\/p>\n<\/li>\n<li>\n<p>\u904a\u6232\u5716\u5f62<\/p>\n<\/li>\n<li>\n<p>\u77e9\u9663\u904b\u7b97<\/p>\n<\/li>\n<li>\n<p>\u6df1\u5ea6\u5b78\u7fd2\u63a8\u8ad6<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>GPGPU\u5de5\u4f5c\u8ca0\u8f09\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p>\u79d1\u5b78\u6a21\u64ec<\/p>\n<\/li>\n<li>\n<p>\u91ab\u5b78\u5f71\u50cf\u8655\u7406<\/p>\n<\/li>\n<li>\n<p>\u5927\u898f\u6a21AI\u6a21\u578b\u8a13\u7df4<\/p>\n<\/li>\n<li>\n<p>\u8cc7\u6599\u5206\u6790<\/p>\n<\/li>\n<li>\n<p>\u91d1\u878d\u98a8\u96aa\u5efa\u6a21<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u786c\u9ad4\u8207\u4f7f\u7528\u65b9\u5f0f<\/h3>\n<p><strong>GPU<\/strong>\u548c<strong>GPGPU<\/strong>\u5728\u786c\u9ad4\u548c\u4f7f\u7528\u65b9\u5f0f\u4e0a\u6709\u6240\u4e0d\u540c\u3002<strong>GPU<\/strong>\u662f\u96fb\u8166\u6216\u904a\u6232\u7cfb\u7d71\u4e2d\u7684\u5be6\u9ad4\u6676\u7247\uff0c\u5305\u542b\u591a\u500b\u5354\u540c\u5de5\u4f5c\u7684\u5c0f\u578b\u6838\u5fc3\u3002\u67d0\u4e9b<strong>GPU<\/strong>\u9084\u914d\u5099\u4e86\u5c08\u9580\u7528\u65bcAI\u548c\u5149\u7167\u904b\u7b97\u7684\u7279\u6b8a\u55ae\u5143\u3002<\/p>\n<p><strong>GPGPU<\/strong>\u4e0d\u662f\u4e00\u500b\u5be6\u9ad4\u6676\u7247\uff0c\u800c\u662f\u4e00\u7a2e\u4f7f\u7528<strong>GPU<\/strong>\u9032\u884c\u975e\u5716\u5f62\u904b\u7b97\u7684\u65b9\u6cd5\u3002\u9019\u9700\u8981\u7279\u6b8a\u7684\u5de5\u5177\u548cAPI\u652f\u63f4\u3002\u958b\u767c\u8005\u4f7f\u7528CUDA\u3001OpenCL\u7b49\u5de5\u5177\u70ba<strong>GPGPU<\/strong>\u7de8\u5beb\u7a0b\u5f0f\u3002\u9019\u4e9b\u5de5\u5177\u4f7f<strong>GPU<\/strong>\u548cCPU\u80fd\u5920\u5171\u4eab\u8cc7\u6599\u4e26\u66f4\u5feb\u5730\u5b8c\u6210\u4efb\u52d9\u3002<\/p>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u65b9\u9762<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>GPU\uff08\u786c\u9ad4\uff09<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>GPGPU\uff08\u904b\u7b97\u65b9\u6cd5\uff09<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u672c\u8cea<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7528\u65bc\u5716\u5f62\u8655\u7406\u7684\u5be6\u9ad4\u6676\u7247<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u901a\u7528\u904b\u7b97\u7684\u4f7f\u7528\u65b9\u5f0f<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e3b\u8981\u7528\u9014<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5716\u5f62\u904b\u7b97<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9ad8\u6548\u80fd\u904b\u7b97<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7a0b\u5f0f\u8a2d\u8a08\u65b9\u5f0f<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5716\u5f62API\uff08DirectX, OpenGL\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>CUDA, OpenCL, TensorFlow, PyTorch<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8cc7\u6599\u50b3\u8f38<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4e3b\u8981\u55ae\u5411\uff08CPU\u5230GPU\uff09<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u96d9\u5411\uff0c\u4f7f\u7528PCIe, NVLink, NCCL<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u73fe\u4ee3<strong>GPGPU<\/strong>\u652f\u63f4\u96d9\u5411\u8cc7\u6599\u50b3\u8f38\u3002CUDA\u548cOpenCL\u7b49API\u5e6b\u52a9CPU\u548c<strong>GPU<\/strong>\u4e4b\u9593\u5feb\u901f\u50b3\u8f38\u8cc7\u6599\u3002NVLink\u548cGPUDirect\u7b49\u6280\u8853\u5141\u8a31<strong>GPU<\/strong>\u4e4b\u9593\u76f4\u63a5\u901a\u8a0a\u3002\u9019\u63d0\u9ad8\u4e86\u4efb\u52d9\u8655\u7406\u901f\u5ea6\u4e26\u6e1b\u5c11\u4e86\u7b49\u5f85\u6642\u9593\u3002\u9019\u4e9b\u7279\u6027\u4f7f<strong>GPGPU<\/strong>\u6210\u70ba\u591a\u7a2e\u4efb\u52d9\u7684\u5f37\u5927\u5de5\u5177\u3002<\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1a<strong>GPGPU<\/strong>\u548c<strong>GPU<\/strong>\u7684\u5dee\u7570\u5177\u6709\u91cd\u8981\u610f\u7fa9\u3002\u9019\u6539\u8b8a\u4e86\u4eba\u5011\u5728\u79d1\u5b78\u3001\u5546\u696d\u548c\u65e5\u5e38\u751f\u6d3b\u4e2d\u4f7f\u7528\u96fb\u8166\u7684\u65b9\u5f0f\u3002<strong>GPGPU<\/strong>\u4f7f<strong>GPU<\/strong>\u80fd\u5920\u5e6b\u52a9\u89e3\u6c7a\u8907\u96dc\u554f\u984c\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u8655\u7406\u5716\u5f62\u3002<\/p>\n<\/blockquote>\n<h2>\u61c9\u7528\u9818\u57df<\/h2>\n<h3>GPU\u61c9\u7528<\/h3>\n<p>GPU\u5728\u904a\u6232\u548c\u96fb\u5b50\u7522\u54c1\u4e2d\u767c\u63ee\u8457\u91cd\u8981\u89d2\u8272\u3002\u4eba\u5011\u5728\u73a9\u904a\u6232\u6216\u89c0\u770b\u8996\u8a0a\u6642\u6700\u80fd\u611f\u53d7\u5230GPU\u7684\u5b58\u5728\u3002GPU\u8ca0\u8cac\u7e6a\u88fd\u5f71\u50cf\u4e26\u5728\u87a2\u5e55\u4e0a\u79fb\u52d5\u5f71\u50cf\u3002\u9019\u4f7f\u904a\u6232\u756b\u9762\u6d41\u66a2\u903c\u771f\u3002\u85dd\u8853\u5bb6\u4f7f\u7528GPU\u9032\u884c\u8996\u8a0a\u7de8\u8f2f\u548c\u6578\u4f4d\u85dd\u8853\u5275\u4f5c\u3002GPU\u80fd\u5920\u540c\u6642\u8655\u7406\u591a\u9805\u4efb\u52d9\uff0c\u9019\u6709\u52a9\u65bc\u5be6\u73fe\u70ab\u9177\u7684\u7279\u6548\u548c\u6d41\u66a2\u7684\u8996\u8a0a\u64ad\u653e\u3002<\/p>\n<ul>\n<li>\n<p>\u904a\u6232\u7cfb\u7d71\u548c\u96fb\u8166\u4f7f\u7528GPU\u5be6\u73fe\u6e05\u6670\u7684\u5716\u5f62\u986f\u793a\u3002<\/p>\n<\/li>\n<li>\n<p>\u8996\u8a0a\u7de8\u8f2f\u4eba\u54e1\u9700\u8981GPU\u4f86\u5be6\u73fe\u6d41\u66a2\u7684\u8996\u8a0a\u8655\u7406\u548c\u5feb\u901f\u7de8\u8f2f\u3002<\/p>\n<\/li>\n<li>\n<p>\u624b\u6a5f\u548c\u5e73\u677f\u96fb\u8166\u4f7f\u7528GPU\u904b\u884c\u904a\u6232\u548c\u4ecb\u9762\u3002<\/p>\n<\/li>\n<li>\n<p>\u865b\u64ec\u5be6\u5883\u88dd\u7f6e\u9700\u8981\u5f37\u5927\u7684GPU\u63d0\u4f9b\u6c89\u6d78\u5f0f\u9ad4\u9a57\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u96d6\u7136GPU\u73fe\u5728\u627f\u64d4\u4e86\u66f4\u591a\u4efb\u52d9\uff0c\u4f46\u5176\u4e3b\u8981\u8077\u8cac\u4ecd\u7136\u662f\u5716\u5f62\u8655\u7406\u3002\u5b83\u5011\u70ba\u7576\u4eca\u7684\u5a1b\u6a02\u6d3b\u52d5\u63d0\u4f9b\u6240\u9700\u7684\u901f\u5ea6\u548c\u6548\u80fd\u3002<\/p>\n<h3>GPGPU\u61c9\u7528<\/h3>\n<p>GPGPU\u5c07GPU\u7528\u65bc\u5716\u5f62\u8655\u7406\u4e4b\u5916\u7684\u9818\u57df\u3002\u79d1\u5b78\u5bb6\u4f7f\u7528GPGPU\u9032\u884c\u7269\u7406\u548c\u5316\u5b78\u5be6\u9a57\u6a21\u64ec\u3002\u6a5f\u5668\u5b78\u7fd2\u5c08\u5bb6\u4f7f\u7528GPGPU\u8a13\u7df4\u6df1\u5ea6\u6a21\u578b\u3002\u900f\u904e\u4e26\u884c\u8655\u7406\u5927\u91cf\u6578\u5b78\u904b\u7b97\uff0c\u9019\u5927\u5927\u52a0\u5feb\u4e86\u8a13\u7df4\u901f\u5ea6\u3002\u8cc7\u6599\u5c08\u5bb6\u4f7f\u7528GPGPU\u5206\u6790\u5927\u578b\u8cc7\u6599\u96c6\uff0c\u9019\u6709\u52a9\u65bc\u767c\u73fe\u91d1\u878d\u548c\u57fa\u56e0\u9ad4\u5b78\u4e2d\u7684\u6a21\u5f0f\u3002<\/p>\n<ul>\n<li>\n<p>\u4f7f\u7528GPGPU\u8a13\u7df4\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u901f\u5ea6\u6bd4\u50c5\u4f7f\u7528CPU\u5feb\u5341\u500d\u4ee5\u4e0a\u3002<\/p>\n<\/li>\n<li>\n<p>\u5929\u6c23\u9810\u5831\u6216\u91ab\u5b78\u7814\u7a76\u7b49\u79d1\u5b78\u5be6\u9a57\u4f7f\u7528GPGPU\u9032\u884c\u8907\u96dc\u904b\u7b97\u3002<\/p>\n<\/li>\n<li>\n<p>\u5feb\u901f\u7684\u5546\u696d\u548c\u5065\u5eb7\u6aa2\u67e5\u5229\u7528GPGPU\u7372\u5f97\u5feb\u901f\u7d50\u679c\u3002<\/p>\n<\/li>\n<li>\n<p>\u50cfOpenAI\u9019\u6a23\u7684\u5927\u516c\u53f8\u4f7f\u7528\u591a\u500bGPU\u9032\u884c\u5927\u898f\u6a21AI\u5c08\u6848\u3002<\/p>\n<\/li>\n<\/ul>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u9818\u57df<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>GPGPU\u61c9\u7528\u793a\u4f8b<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6a5f\u5668\u5b78\u7fd2<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u8a13\u7df4\u6df1\u5ea6\u795e\u7d93\u7db2\u8def<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u79d1\u5b78\u7814\u7a76<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7269\u7406\u548c\u5316\u5b78\u6a21\u64ec<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u91d1\u878d<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u5927\u6578\u64da\u5206\u6790\u548c\u98a8\u96aa\u5efa\u6a21<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u91ab\u7642\u4fdd\u5065<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u91ab\u5b78\u5f71\u50cf\u8655\u7406<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u96a8\u8457\u65b0\u6280\u8853\u7684\u51fa\u73fe\uff0cGPGPU\u7684\u61c9\u7528\u7bc4\u570d\u4e0d\u65b7\u64f4\u5927\u3002\u5c08\u7528AI\u6676\u7247\u3001\u7bc0\u80fd\u6280\u8853\u548c\u908a\u7de3\u904b\u7b97\u5c07\u6539\u8b8aGPGPU\u672a\u4f86\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/p>\n<h2>\u91cd\u8981\u6027<\/h2>\n<h3>\u5c0d\u8edf\u9ad4\u7684\u5f71\u97ff<\/h3>\n<p>GPU\u548cGPGPU\u7684\u5dee\u7570\u6539\u8b8a\u4e86\u8edf\u9ad4\u958b\u767c\u65b9\u5f0f\u3002\u904e\u53bb\uff0c\u958b\u767c\u8005\u53ea\u5c07GPU\u7528\u65bc\u5716\u5f62\u8655\u7406\uff0c\u5fc5\u9808\u4f7f\u7528Direct3D\u6216OpenGL\u7b49\u5716\u5f62API\u3002\u9019\u4f7f\u5f97GPU\u96e3\u4ee5\u7528\u65bc\u5176\u4ed6\u4efb\u52d9\u3002GPGPU\u5e36\u4f86\u4e86CUDA\u548cOpenCL\u7b49\u65b0\u5de5\u5177\uff0c\u8b93\u958b\u767c\u8005\u80fd\u5920\u5c07GPU\u7528\u65bc\u5404\u7a2e\u904b\u7b97\u4efb\u52d9\u3002<\/p>\n<ul>\n<li>\n<p>\u53ef\u7a0b\u5f0f\u5316GPU\u8a2d\u8a08\u73fe\u5728\u5728\u79d1\u5b78\u3001\u91d1\u878d\u548c\u96fb\u8166\u8996\u89ba\u9818\u57df\u767c\u63ee\u4f5c\u7528\u3002<\/p>\n<\/li>\n<li>\n<p>\u958b\u767c\u8005\u53ef\u4ee5\u4f7f\u7528\u66f4\u7c21\u55ae\u7684API\u4f86\u63d0\u9ad8\u7a0b\u5f0f\u78bc\u6548\u80fd\u3002<\/p>\n<\/li>\n<li>\n<p>GPGPU\u7a0b\u5f0f\u8a2d\u8a08\u4ecd\u9762\u81e8\u8a18\u61b6\u9ad4\u7ba1\u7406\u548c\u4efb\u52d9\u6700\u4f73\u5316\u7b49\u6311\u6230\u3002<\/p>\n<\/li>\n<li>\n<p>\u65b0\u5de5\u5177\u548c\u6a21\u578b\u4e0d\u65b7\u6539\u9032\uff0c\u4f7fGPGPU\u66f4\u6613\u4f7f\u7528\u3002<\/p>\n<\/li>\n<\/ul>\n<blockquote>\n<p>\u958b\u767c\u8005\u548c\u7814\u7a76\u4eba\u54e1\u5fc5\u9808\u78ba\u8a8d\u9a45\u52d5\u7a0b\u5f0f\u3001\u4f5c\u696d\u7cfb\u7d71\u548c\u8edf\u9ad4\u7684\u76f8\u5bb9\u6027\u3002\u4f7f\u7528OpenCL\u7b49\u958b\u653e\u6a19\u6e96\u6709\u52a9\u65bc\u907f\u514d\u88ab\u55ae\u4e00\u5ee0\u5546\u9650\u5236\u3002NVIDIA\u7684CUDA\u7b49\u6210\u719f\u751f\u614b\u7cfb\u7d71\u5c0d\u9577\u671f\u652f\u63f4\u5f88\u91cd\u8981\u3002<\/p>\n<\/blockquote>\n<p>\u8a31\u591a\u65b0\u958b\u767c\u8005\u8a8d\u70baCUDA\u4e0d\u5c6c\u65bcGPGPU\uff0c\u4f46\u5be6\u969b\u4e0aCUDA\u662fGPGPU\u4efb\u52d9\u7684\u91cd\u8981\u5de5\u5177\u3002\u73fe\u4ee3GPU\u652f\u63f4\u66f4\u8907\u96dc\u7684\u7a0b\u5f0f\u8a2d\u8a08\uff0c\u5982\u905e\u8ff4\u548cGPU\u4e4b\u9593\u7684\u76f4\u63a5\u901a\u8a0a\u3002<\/p>\n<h3>\u786c\u9ad4\u9078\u64c7<\/h3>\n<p>\u9078\u64c7GPU\u548cGPGPU\u786c\u9ad4\u53d6\u6c7a\u65bc\u5177\u9ad4\u4efb\u52d9\u3002\u4f01\u696d\u9700\u8981\u8003\u616e\u901f\u5ea6\u3001\u6210\u672c\u3001\u898f\u6a21\u548c\u80fd\u8017\u3002\u6a5f\u67b6\u5f0f\u4f3a\u670d\u5668\u9069\u5408\u5927\u578b\u8cc7\u6599\u4e2d\u5fc3\uff0c\u53ef\u5bb9\u7d0d\u591a\u500bGPU\u3002\u5854\u5f0f\u4f3a\u670d\u5668\u66f4\u9069\u5408\u5c0f\u578b\u8fa6\u516c\u5ba4\uff0c\u6210\u672c\u8f03\u4f4e\u3002CPU\u548cGPU\u7684\u985e\u578b\u5c0d\u6548\u80fd\u4e5f\u5f88\u91cd\u8981\u3002<\/p>\n<ul>\n<li>\n<p>\u67d0\u4e9b\u4efb\u52d9\u9700\u8981\u50cfNvidia H100\u6216A100\u9019\u6a23\u7684\u9ad8\u6548\u80fdGPU\u3002<\/p>\n<\/li>\n<li>\n<p>\u6a5f\u67b6\u5f0f\u4f3a\u670d\u5668\u53ef\u4ee5\u6dfb\u52a0\u66f4\u591aGPU\u4ee5\u8655\u7406\u66f4\u5927\u7684\u4efb\u52d9\u3002<\/p>\n<\/li>\n<li>\n<p>\u5854\u5f0f\u4f3a\u670d\u5668\u6210\u672c\u8f03\u4f4e\u4f46GPU\u6578\u91cf\u6709\u9650\u3002<\/p>\n<\/li>\n<li>\n<p>\u8cc7\u6599\u4e2d\u5fc3\u4f7f\u7528\u5e36\u5f37\u529b\u6563\u71b1\u7684\u6a5f\u67b6\u5f0f\u4f3a\u670d\u5668\uff1b\u8fa6\u516c\u5ba4\u4f7f\u7528\u5e36\u5167\u5efa\u6563\u71b1\u7684\u5854\u5f0f\u4f3a\u670d\u5668\u3002<\/p>\n<\/li>\n<li>\n<p>CUDA\u7b49\u5de5\u5177\u6709\u52a9\u65bc\u7372\u5f97\u6700\u4f73\u6548\u80fd\u3002<\/p>\n<\/li>\n<\/ul>\n<div fullwidth=\"\" class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<col style=\"min-width: 25px;\">\n<\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u6210\u672c\u56e0\u7d20<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u672c\u5730GPU\u53e2\u96c6<\/p>\n<\/th>\n<th colspan=\"1\" rowspan=\"1\">\n<p>\u96f2\u7aefGPU\u89e3\u6c7a\u65b9\u6848<\/p>\n<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u521d\u59cb\u786c\u9ad4<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>GPU\u3001\u4f3a\u670d\u5668\u3001\u7db2\u8def\u8a2d\u5099\u7684\u9ad8\u984d\u524d\u671f\u6210\u672c<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7121\u524d\u671f\u6210\u672c\uff0c\u6309\u4f7f\u7528\u4ed8\u8cbb<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u57fa\u790e\u8a2d\u65bd\u642d\u5efa<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9700\u8981\u5834\u5730\u3001\u96fb\u529b\u548c\u6563\u71b1<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7121\u642d\u5efa\u6210\u672c\uff0c\u670d\u52d9\u5546\u7ba1\u7406\u8cc7\u6e90<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u4eba\u54e1\u6210\u672c<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9700\u8981IT\u4eba\u54e1\u7dad\u8b77\u548c\u6aa2\u67e5<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6240\u9700IT\u4eba\u54e1\u8f03\u5c11<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u7dad\u8b77\u548c\u5347\u7d1a<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u786c\u9ad4\u9700\u8981\u66f4\u65b0\u548c\u7dad\u4fee<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u96f2\u7aef\u670d\u52d9\u5546\u8ca0\u8cac\u66f4\u65b0<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u71df\u904b\u6210\u672c<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6708\u5ea6\u6210\u672c\u56fa\u5b9a<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6210\u672c\u96a8\u4f7f\u7528\u91cf\u8b8a\u5316<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9748\u6d3b\u6027\u548c\u64f4\u5c55\u6027<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u53d7\u9650\u65bc\u73fe\u6709\u8a2d\u5099<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u53ef\u6839\u64da\u9700\u8981\u8f15\u9b06\u64f4\u5c55\u6216\u7e2e\u6e1b<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u6708\u5ea6\u6210\u672c\u4f30\u7b97<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u9ad8\u4e14\u56fa\u5b9a<\/p>\n<\/td>\n<td colspan=\"1\" rowspan=\"1\">\n<p>\u96a8\u4f7f\u7528\u91cf\u8b8a\u5316<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u7814\u7a76\u4eba\u54e1\u548c\u958b\u767c\u8005\u5fc5\u9808\u5c07\u5de5\u4f5c\u9700\u6c42\u8207\u5408\u9069\u7684\u786c\u9ad4\u5339\u914d\u3002\u4ed6\u5011\u9700\u8981\u8a55\u4f30\u6548\u80fd\u3001\u80fd\u8017\u548c\u6210\u672c\u3002\u9078\u64c7\u5408\u9069\u7684\u65b9\u6848\u610f\u5473\u8457\u66f4\u5feb\u7684\u7d50\u679c\u3001\u66f4\u4f4e\u7684\u6210\u672c\u548c\u66f4\u597d\u7684\u8cc7\u6e90\u5229\u7528\u3002\u9019\u6709\u52a9\u65bc\u5f9e\u5b78\u751f\u5230\u5927\u516c\u53f8\u5728\u6280\u8853\u9078\u64c7\u4e0a\u505a\u51fa\u660e\u667a\u7684\u6c7a\u5b9a\u3002<\/p>\n<div dividerstyle=\"solid\" size=\"large\" color=\"#D1D1D1\" class=\"qc-divider-wrapper\">\n<div class=\"qc-divider\" style=\"border-top-style: solid; width: 100%; border-top-color: rgb(209, 209, 209);\"><\/div>\n<\/div>\n<p>GPU\u8ca0\u8cac\u8655\u74062D\u548c3D\u5716\u5f62\u7b49\u5716\u5f62\u4efb\u52d9\u3002GPGPU\u5229\u7528GPU\u7684\u773e\u591a\u6838\u5fc3\u9032\u884c\u79d1\u5b78\u904b\u7b97\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u8cc7\u6599\u8655\u7406\u3002CUDA\u548cOpenCL\u5e6b\u52a9\u4eba\u5011\u70ba\u9019\u4e9b\u4efb\u52d9\u7de8\u5beb\u7a0b\u5f0f\u3002\u8ac7\u5230\u786c\u9ad4\u90e8\u4ef6\u6642\u4f7f\u7528\u300cGPU\u300d\u4e00\u8a5e\uff0c\u8ac7\u5230\u5c07\u5176\u7528\u65bc\u5716\u5f62\u4e4b\u5916\u7684\u4efb\u52d9\u6642\u4f7f\u7528\u300cGPGPU\u300d\u4e00\u8a5e\u3002<\/p>\n<blockquote>\n<p>\u59cb\u7d42\u78ba\u8a8d\u662f\u9700\u8981\u5716\u5f62\u8655\u7406\u9084\u662f\u901a\u7528\u904b\u7b97\uff0c\u9019\u6709\u52a9\u65bc\u9078\u64c7\u6700\u9069\u5408\u5de5\u4f5c\u7684\u786c\u9ad4\u548c\u8edf\u9ad4\u3002<\/p>\n<\/blockquote>\n<h2>\u5e38\u898b\u554f\u984c<\/h2>\n<h3>GPU\u7684\u4e3b\u8981\u4efb\u52d9\u662f\u4ec0\u9ebc\uff1f<\/h3>\n<p>GPU\u8ca0\u8cac\u5728\u87a2\u5e55\u4e0a\u7e6a\u88fd\u5f71\u50cf\u548c\u8996\u8a0a\u3002\u5b83\u5e6b\u52a9\u904a\u6232\u548c\u96fb\u5f71\u756b\u9762\u6d41\u66a2\u986f\u793a\u3002\u8a31\u591a\u96fb\u8166\u4f7f\u7528GPU\u5be6\u73fe\u5feb\u901f\u5716\u5f62\u8655\u7406\u3002<\/p>\n<h3>GPGPU\u5982\u4f55\u5e6b\u52a9\u79d1\u5b78\u7814\u7a76\uff1f<\/h3>\n<p>GPGPU\u8b93\u79d1\u5b78\u5bb6\u80fd\u5920\u4f7f\u7528GPU\u9032\u884c\u6578\u5b78\u548c\u8cc7\u6599\u8655\u7406\u3002\u9019\u4f7f\u5be6\u9a57\u548c\u6a21\u578b\u904b\u884c\u66f4\u5feb\u3002\u8a31\u591a\u5be6\u9a57\u5ba4\u5c07GPGPU\u7528\u65bc\u7814\u7a76\u5de5\u4f5c\u3002<\/p>\n<h3>\u6240\u6709GPU\u90fd\u80fd\u57f7\u884cGPGPU\u4efb\u52d9\u55ce\uff1f<\/h3>\n<p>\u4e26\u975e\u6240\u6709GPU\u90fd\u652f\u63f4GPGPU\u3002\u4e00\u4e9b\u8f03\u820a\u6216\u57fa\u790e\u7684GPU\u7121\u6cd5\u904b\u884c\u901a\u7528\u904b\u7b97\u7a0b\u5f0f\u78bc\u3002\u5927\u591a\u6578\u4f86\u81eaNVIDIA\u548cAMD\u7684\u73fe\u4ee3GPU\u90fd\u900f\u904eCUDA\u6216OpenCL\u652f\u63f4GPGPU\u3002<\/p>\n<h3>\u54ea\u4e9b\u8edf\u9ad4\u6709\u52a9\u65bcGPGPU\u7a0b\u5f0f\u8a2d\u8a08\uff1f<\/h3>\n<p>\u958b\u767c\u8005\u4f7f\u7528CUDA\u3001OpenCL\u548cTensorFlow\u9032\u884cGPGPU\u7a0b\u5f0f\u8a2d\u8a08\u3002\u9019\u4e9b\u5de5\u5177\u8b93GPU\u80fd\u5920\u89e3\u6c7a\u5404\u7a2e\u554f\u984c\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u5716\u5f62\u8655\u7406\u3002<\/p>\n<h3>\u70ba\u4ec0\u9ebc\u4f01\u696d\u5728AI\u9818\u57df\u4f7f\u7528GPGPU\uff1f<\/h3>\n<p>\u4f01\u696d\u4f7f\u7528GPGPU\u9032\u884cAI\u958b\u767c\u662f\u56e0\u70ba\u5b83\u80fd\u52a0\u5feb\u8a13\u7df4\u548c\u6e2c\u8a66\u901f\u5ea6\u3002GPU\u80fd\u5920\u540c\u6642\u8655\u7406\u591a\u9805\u4efb\u52d9\uff0c\u9019\u6709\u52a9\u65bc\u5feb\u901f\u5efa\u69cb\u66f4\u667a\u6167\u7684AI\u6a21\u578b\u3002<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>GPGPU\u548cGPU\u7684\u4e3b\u8981\u5dee\u7570\u5728\u65bc\u5b83\u5011\u7684\u5de5\u4f5c\u8077\u8cac\u3002GPU\u662f\u4e00\u500b\u5be6\u969b\u7684\u786c\u9ad4\u88dd\u7f6e\uff0c\u7528\u65bc\u8655\u7406\u5716\u5f62\u548c\u4e26\u884c\u4efb\u52d9\u3002GPGPU [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/the-differences-between-gpgpu-and-gpu\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":11,"featured_media":22614,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[267],"tags":[],"class_list":["post-22618","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-tc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>GPGPU\u548cGPU\u7684\u5dee\u7570\u662f\u4ec0\u9ebc\uff1f<\/title>\n<meta name=\"description\" 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