{"id":65818,"date":"2024-11-15T18:10:20","date_gmt":"2024-11-15T10:10:20","guid":{"rendered":"https:\/\/roo.cash\/blog\/?p=65818"},"modified":"2024-11-18T09:02:45","modified_gmt":"2024-11-18T01:02:45","slug":"nvidia-cuda","status":"publish","type":"post","link":"https:\/\/roo.cash\/blog\/nvidia-cuda\/","title":{"rendered":"CUDA\u662f\u4ec0\u9ebc\uff1fNVIDIA CUDA\u91cb\u653eGPU\u6f5b\u80fd\uff0c\u5feb\u901f\u4e86\u89e3\u5e73\u884c\u904b\u7b97\u67b6\u69cb\u7684\u79d8\u5bc6\uff01"},"content":{"rendered":"\n<p><a href=\"https:\/\/roo.cash\/\">\u888b\u9f20\u91d1\u878d<\/a>\u5c0e\u8b80\u2502\u60a8\u662f\u5426\u807d\u904eCUDA\u5462\uff1f\u8f1d\u9054\uff08NVIDIA\uff09\u8fd1\u671f\u5728AI\u767c\u5c55\u4e0a\u53d7\u5168\u7403\u77da\u76ee\uff0c\u800cCUDA\u662fNVIDIA\uff08\u8f1d\u9054\uff09\u63a8\u51fa\u7684\u9769\u547d\u6027\u5e73\u884c\u904b\u7b97\u67b6\u69cb\uff0c\u65e8\u5728\u5145\u5206\u767c\u63ee<a href=\"https:\/\/roo.cash\/blog\/gpu-conceptstock-article\/\">GPU<\/a>\u5f37\u5927\u7684\u904b\u7b97\u80fd\u529b\uff0c\u70ba\u5404\u7a2e\u61c9\u7528\u7a0b\u5f0f\u5e36\u4f86\u524d\u6240\u672a\u6709\u7684\u9ad8\u6548\u80fd\u904b\u7b97\u9ad4\u9a57\u3002\u5f9e\u79d1\u5b78\u8a08\u7b97\u5230\u5716\u5f62\u8655\u7406\uff0c\u5f9eAI\u5230VR\uff0cCUDA\u6280\u8853\u6b63\u5728\u6539\u8b8a\u8457\u6211\u5011\u8655\u7406\u5927\u898f\u6a21\u8a08\u7b97\u4efb\u52d9\u7684\u65b9\u5f0f\u3002\u888b\u9f20\u5c07\u5e36\u60a8\u6df1\u5165\u4e86\u89e3CUDA\u7684\u6280\u8853\u539f\u7406\u3001\u61c9\u7528\u9818\u57df\u4ee5\u53ca\u5c0d\u672a\u4f86\u79d1\u6280\u767c\u5c55\u7684\u5f71\u97ff\uff0c\u63ed\u958bGPU\u80cc\u5f8c\u7684\u5967\u79d8\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u9304<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%B0%A1%E4%BB%8B\" >CUDA\u7c21\u4ecb<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\" >CUDA\u662f\u4ec0\u9ebc\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#GPU_vs_CPU\" >GPU vs CPU<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E4%BD%9C%E7%94%A8%E7%82%BA%E4%BD%95%EF%BC%9F\" >CUDA\u7684\u4f5c\u7528\u70ba\u4f55\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E5%9F%BA%E6%9C%AC%E7%B5%84%E6%88%90\" >CUDA\u7684\u57fa\u672c\u7d44\u6210<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA_%E7%9A%84%E6%A0%B8%E5%BF%83%E8%99%95%E7%90%86%E5%99%A8\" >CUDA \u7684\u6838\u5fc3\u8655\u7406\u5668<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA_%E7%9A%84%E8%A8%98%E6%86%B6%E9%AB%94%E7%B5%90%E6%A7%8B\" >CUDA \u7684\u8a18\u61b6\u9ad4\u7d50\u69cb<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E5%A6%82%E4%BD%95%E9%81%8B%E4%BD%9C%EF%BC%9FCUDA%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86\" >CUDA\u5982\u4f55\u904b\u4f5c\uff1fCUDA\u5de5\u4f5c\u539f\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#%E7%82%BA%E4%BB%80%E9%BA%BC%E8%A6%81%E7%94%A8CUDA%EF%BC%9FCUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E\" >\u70ba\u4ec0\u9ebc\u8981\u7528CUDA\uff1fCUDA\u7684\u6280\u8853\u7279\u9ede<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E%E4%B8%80%EF%BC%9A%E9%AB%98%E5%BA%A6%E4%B8%A6%E8%A1%8C%E9%81%8B%E7%AE%97\" >CUDA\u7684\u6280\u8853\u7279\u9ede\u4e00\uff1a\u9ad8\u5ea6\u4e26\u884c\u904b\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E%E4%BA%8C%EF%BC%9A%E6%9C%89%E6%95%88%E8%A8%98%E6%86%B6%E9%AB%94%E7%AE%A1%E7%90%86%EF%BC%8C%E6%93%B4%E5%B1%95%E6%80%A7%E5%BC%B7\" >CUDA\u7684\u6280\u8853\u7279\u9ede\u4e8c\uff1a\u6709\u6548\u8a18\u61b6\u9ad4\u7ba1\u7406\uff0c\u64f4\u5c55\u6027\u5f37<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E%E4%B8%89%EF%BC%9ACPUGPU%E5%8D%94%E4%BD%9C%E7%9A%84%E7%95%B0%E6%A7%8B%E8%A8%88%E7%AE%97\" >CUDA\u7684\u6280\u8853\u7279\u9ede\u4e09\uff1aCPU\/GPU\u5354\u4f5c\u7684\u7570\u69cb\u8a08\u7b97<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F\" >CUDA\u7684\u61c9\u7528\u9818\u57df<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E4%B8%80%EF%BC%9A%E5%8A%A0%E9%80%9F%E7%A7%91%E5%AD%B8%E8%A8%88%E7%AE%97\" >CUDA\u7684\u61c9\u7528\u9818\u57df\u4e00\uff1a\u52a0\u901f\u79d1\u5b78\u8a08\u7b97<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E4%BA%8C%EF%BC%9A%E5%9C%96%E5%BD%A2%E6%B8%B2%E6%9F%93%E7%9A%84%E8%A6%96%E8%A6%BA%E5%8C%96%E9%AB%94%E9%A9%97\" >CUDA\u7684\u61c9\u7528\u9818\u57df\u4e8c\uff1a\u5716\u5f62\u6e32\u67d3\u7684\u8996\u89ba\u5316\u9ad4\u9a57<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E4%B8%89%EF%BC%9A%E9%A0%98%E8%BB%8D_AI_%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92\" >CUDA\u7684\u61c9\u7528\u9818\u57df\u4e09\uff1a\u9818\u8ecd AI \u6df1\u5ea6\u5b78\u7fd2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E5%9B%9B%EF%BC%9A%E5%A4%A7%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90\" >CUDA\u7684\u61c9\u7528\u9818\u57df\u56db\uff1a\u5927\u6578\u64da\u5206\u6790\u00a0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/roo.cash\/blog\/nvidia-cuda\/#%E7%B5%90%E8%AA%9E\" >\u7d50\u8a9e<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"h-cuda\u7c21\u4ecb\"><span class=\"ez-toc-section\" id=\"CUDA%E7%B0%A1%E4%BB%8B\"><\/span>CUDA\u7c21\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u662f\u4ec0\u9ebc\"><span class=\"ez-toc-section\" id=\"CUDA%E6%98%AF%E4%BB%80%E9%BA%BC%EF%BC%9F\"><\/span>CUDA\u662f\u4ec0\u9ebc\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>CUDA \u662f\u4e00\u7a2e\u7531 NVIDIA \u516c\u53f8\u958b\u767c\u7684\u904b\u7b97\u5e73\u53f0\u548c\u7a0b\u5f0f\u8a2d\u8a08\u6a21\u578b\uff0c \u5168\u7a31\u70ba Compute Unified Device Architecture\uff0c\u65e8\u5728\u5145\u5206\u5229\u7528 GPU \u7684\u9ad8\u5ea6\u5e73\u884c\u904b\u7b97\u80fd\u529b\uff0c\u52a0\u901f\u5404\u7a2e\u8907\u96dc\u7684\u904b\u7b97\u4efb\u52d9\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>CUDA \u8b93\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u4f7f\u7528 C\/C++ \u7a0b\u5f0f\u8a9e\u8a00\uff0c\u76f4\u63a5\u5b58\u53d6 NVIDIA GPU \u7684\u904b\u7b97\u6838\u5fc3\uff0c\u5c07\u8a08\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u4ea4\u7531 GPU \u4f86\u57f7\u884c\uff0c\u6975\u5927\u63d0\u5347\u904b\u7b97\u6548\u80fd\u3002\u50b3\u7d71\u4e0a\uff0cGPU \u4e3b\u8981\u7528\u65bc\u5716\u5f62\u6e32\u67d3\uff0c\u4f46 CUDA \u6280\u8853\u7684\u51fa\u73fe\uff0c\u8b93 GPU \u7a81\u7834\u4e86\u61c9\u7528\u9650\u5236\uff0c\u5f97\u4ee5\u8655\u7406\u5404\u7a2e\u79d1\u5b78\u8a08\u7b97\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u8cc7\u6599\u5206\u6790\u7b49\u5de5\u4f5c\u8ca0\u8f09\uff0c\u5927\u5e45\u64f4\u5c55\u4e86 GPU \u7684\u61c9\u7528\u7bc4\u7587\u3002\u5229\u7528 CUDA \u6280\u8853\uff0c\u539f\u672c\u9700\u8981\u82b1\u8cbb\u6578\u5929\u624d\u80fd\u5b8c\u6210\u7684\u904b\u7b97\u4efb\u52d9\uff0c\u73fe\u5728\u53ea\u9700\u6578\u5c0f\u6642\u751a\u81f3\u6578\u5206\u9418\u5373\u53ef\u5b8c\u6210\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-gpu-vs-cpu\"><span class=\"ez-toc-section\" id=\"GPU_vs_CPU\"><\/span>GPU vs CPU<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<style type=\"text\/css\">\n.tg  {border-collapse:collapse;border-spacing:0;}\n.tg td{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\n  overflow:hidden;padding:10px 5px;word-break:normal;}\n.tg th{border-color:black;border-style:solid;border-width:1px;font-family:Arial, sans-serif;font-size:14px;\n  font-weight:normal;overflow:hidden;padding:10px 5px;word-break:normal;}\n.tg .tg-gutr{background-color:#efefef;border-color:#c0c0c0;color:#404040;text-align:center;vertical-align:top}\n.tg .tg-eng8{background-color:#FFF;border-color:#c0c0c0;color:#404040;text-align:left;vertical-align:top}\n.tg .tg-cued{background-color:#112858;border-color:#c0c0c0;font-size:20px;font-weight:bold;text-align:center;vertical-align:top}\n.tg .tg-d02l{background-color:#efefef;border-color:#c0c0c0;color:#404040;font-size:14px;text-align:center;vertical-align:top}\n.tg .tg-cazg{background-color:#FFF;border-color:#c0c0c0;color:#404040;font-size:14px;text-align:left;vertical-align:top}\n<\/style>\n<table class=\"tg\"><thead>\n  <tr>\n    <th class=\"tg-cued\" colspan=\"3\"><span style=\"color:#FFF\">GPU vs CPU<\/span><\/th>\n  <\/tr><\/thead>\n<tbody>\n  <tr>\n    <td class=\"tg-d02l\">\u7279\u6027 <\/td>\n    <td class=\"tg-d02l\">GPU \uff08\u5716\u5f62\u8655\u7406\u5668\uff09<\/td>\n    <td class=\"tg-gutr\">CPU \uff08\u4e2d\u592e\u8655\u7406\u5668\uff09<\/td>\n  <\/tr>\n  <tr>\n    <td class=\"tg-d02l\">\u67b6\u69cb<\/td>\n    <td class=\"tg-cazg\">\u5927\u91cf\u7c21\u55ae\u7684\u6838\u5fc3\uff0c\u5c08\u70ba\u4e26\u884c\u904b\u7b97<\/td>\n    <td class=\"tg-cazg\">\u5c11\u91cf\u5f37\u5927\u7684\u6838\u5fc3\uff0c\u9069\u5408\u4e32\u884c\u904b\u7b97<\/td>\n  <\/tr>\n  <tr>\n    <td class=\"tg-d02l\">\u8a08\u7b97\u80fd\u529b<\/td>\n    <td class=\"tg-cazg\">\u6d6e\u9ede\u904b\u7b97\u80fd\u529b\u5f37<\/td>\n    <td class=\"tg-cazg\">\u6574\u6578\u904b\u7b97\u80fd\u529b\u8f03\u4f73 <\/td>\n  <\/tr>\n  <tr>\n    <td class=\"tg-d02l\">\u8a18\u61b6\u9ad4\u5b58\u53d6<\/td>\n    <td class=\"tg-cazg\">\u6709\u5c0f\u5bb9\u91cf\u7684\u9ad8\u901f\u7de9\u5b58\uff08\u5982\u5bc4\u5b58\u5668\u548c\u5171\u4eab\u8a18\u61b6\u9ad4\uff09\uff0c\u5b58\u53d6\u901f\u5ea6\u5feb\uff1b<br>\u5168\u5c40\u8a18\u61b6\u9ad4\u5bb9\u91cf\u5927\uff0c\u4f46\u5b58\u53d6\u901f\u5ea6\u8f03\u6162\uff0c\u983b\u5bec\u9ad8\u3002<\/td>\n    <td class=\"tg-cazg\">\u6709\u5927\u5bb9\u91cf\u7684\u9ad8\u901f\u7de9\u5b58\uff08L1\u3001L2\u3001L3\uff09\uff0c\u5b58\u53d6\u901f\u5ea6\u975e\u5e38\u5feb\uff1b<br>\u4e3b\u8a18\u61b6\u9ad4\u5bb9\u91cf\u5927\uff0c\u5b58\u53d6\u901f\u5ea6\u76f8\u5c0d\u65bc\u5feb\u53d6\u8a18\u61b6\u9ad4\u6162\u3002<\/td>\n  <\/tr>\n  <tr>\n    <td class=\"tg-d02l\">\u529f\u8017 <\/td>\n    <td class=\"tg-cazg\">\u4e00\u822c\u529f\u8017\u8f03\u9ad8<\/td>\n    <td class=\"tg-cazg\">\u76f8\u5c0d\u529f\u8017\u8f03\u4f4e <\/td>\n  <\/tr>\n  <tr>\n    <td class=\"tg-d02l\">\u61c9\u7528\u9818\u57df <\/td>\n    <td class=\"tg-cazg\">\u5716\u5f62\u6e32\u67d3\u3001\u6df1\u5ea6\u5b78\u7fd2\u3001\u79d1\u5b78\u8a08\u7b97 <\/td>\n    <td class=\"tg-cazg\">\u4e00\u822c\u904b\u7b97\u3001\u7cfb\u7d71\u7ba1\u7406\u3001IO\u7b49<\/td>\n  <\/tr>\n  <tr>\n    <td class=\"tg-gutr\">\u5e73\u884c\u8a08\u7b97 <\/td>\n    <td class=\"tg-eng8\">\u5927\u91cf\u7dda\u7a0b\uff0c\u6838\u5fc3\u9069\u5408\u9ad8\u5ea6\u4e26\u884c <\/td>\n    <td class=\"tg-eng8\">\u6838\u5fc3\u6578\u91cf\u76f8\u5c0d\u8f03\u5c11\uff0c\u4e26\u884c\u80fd\u529b\u5dee<\/td>\n  <\/tr>\n<\/tbody><\/table>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"711\" height=\"400\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-9-711x400.png\" alt=\"CUDA\u662f\u4ec0\u9ebc\n\" class=\"wp-image-65821\" style=\"width:567px;height:auto\" srcset=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-9-711x400.png 711w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-9-300x169.png 300w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-9-768x432.png 768w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-9.png 1280w\" sizes=\"(max-width: 711px) 100vw, 711px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u4f5c\u7528\u70ba\u4f55\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E4%BD%9C%E7%94%A8%E7%82%BA%E4%BD%95%EF%BC%9F\"><\/span>CUDA\u7684\u4f5c\u7528\u70ba\u4f55\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>CUDA \u7a0b\u5f0f\u8a2d\u8a08\u6a21\u578b\u63a1\u7528\u7570\u8cea\u5e73\u884c\u8a08\u7b97\u67b6\u69cb\uff0c\u5c07\u5de5\u4f5c\u5207\u5206\u6210\u6578\u4ee5\u767e\u842c\u8a08\u7684\u66f4\u5c0f\u7684\u7dda\u7a0b\uff0c\u4e26\u884c\u57f7\u884c\u65bc GPU \u4e0a\u7684\u6578\u4ee5\u5343\u8a08\u7684 CUDA \u6838\u5fc3\u4e0a\u3002\u9019\u7a2e\u5927\u898f\u6a21\u5e73\u884c\u904b\u7b97\u6a21\u5f0f\u80fd\u5927\u5e45\u52a0\u901f\u5404\u7a2e\u904b\u7b97\u5bc6\u96c6\u578b\u61c9\u7528\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4eba\u5de5\u667a\u6167\u8207\u6a5f\u5668\u5b78\u7fd2<\/strong>\uff1a\u8a13\u7df4\u5927\u578b\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u52a0\u901f\u6a21\u578b\u8a13\u7df4\u901f\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u79d1\u5b78\u8207\u5de5\u7a0b\u904b\u7b97<\/strong>\uff1a\u8655\u7406\u8907\u96dc\u7684\u6578\u5b78\u6a21\u578b\u548c\u6a21\u64ec\uff0c\u4f8b\u5982\u5929\u6c23\u9810\u5831\u3001\u6d41\u9ad4\u529b\u5b78\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u8cc7\u6599\u5206\u6790\u8207\u8655\u7406<\/strong>\uff1a\u8655\u7406\u6d77\u91cf\u6578\u64da\uff0c\u9032\u884c\u5feb\u901f\u8cc7\u6599\u5206\u6790\u548c\u6a21\u5f0f\u8b58\u5225\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u76ee\u524d\uff0cCUDA\u6210\u70ba\u52a0\u901f\u904b\u7b97\u6548\u80fd\u7684\u95dc\u9375\u6280\u8853\u3002\u672a\u4f86\u96a8\u8457\u904b\u7b97\u9700\u6c42\u6301\u7e8c\u6500\u5347\uff0cCUDA \u52e2\u5fc5\u5728\u9ad8\u6027\u80fd\u904b\u7b97\u9818\u57df\u626e\u6f14\u66f4\u91cd\u8981\u7684\u89d2\u8272\uff0c\u70ba\u5404\u884c\u5404\u696d\u5e36\u4f86\u66f4\u5f37\u5927\u7684\u904b\u7b97\u80fd\u529b\uff01<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cuda\u7684\u57fa\u672c\u7d44\u6210\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E5%9F%BA%E6%9C%AC%E7%B5%84%E6%88%90\"><\/span>CUDA\u7684\u57fa\u672c\u7d44\u6210<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"CUDA_%E7%9A%84%E6%A0%B8%E5%BF%83%E8%99%95%E7%90%86%E5%99%A8\"><\/span>CUDA \u7684\u6838\u5fc3\u8655\u7406\u5668<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>CUDA \u7684\u6838\u5fc3\u8655\u7406\u5668\u662f\u7a31\u70ba\u4e32\u6d41\u591a\u8655\u7406\u5668\uff08Streaming Multiprocessors, SM\uff09\u7684\u55ae\u4f4d\uff0c\u6bcf\u500b SM \u5305\u542b\u591a\u500b CUDA \u6838\u5fc3\uff0c\u9019\u4e9b\u6838\u5fc3\u80fd\u5920\u4e26\u884c\u57f7\u884c\u6578\u767e\u751a\u81f3\u6578\u5343\u500b\u7dda\u7a0b\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u9019\u7a2e\u7d50\u69cb\u57fa\u65bc SIMT\uff08Single Instruction, Multiple Threads\uff09\u6a21\u578b\uff0c\u5373\u4e00\u500b\u6307\u4ee4\u80fd\u5920\u540c\u6642\u4f5c\u7528\u65bc\u591a\u500b\u7dda\u7a0b\uff0c\u5be6\u73fe\u9ad8\u6548\u7684\u4e26\u884c\u904b\u7b97\u3002\u6bcf\u500b SM \u9084\u5305\u542b\u5c08\u7528\u7684\u5bc4\u5b58\u5668\u6587\u4ef6\u548c\u5171\u4eab\u8a18\u61b6\u9ad4\uff0c\u7528\u65bc\u63d0\u9ad8\u6578\u64da\u5b58\u53d6\u901f\u5ea6\u548c\u8a08\u7b97\u6548\u7387\u3002\u4f8b\u5982\uff0c\u5bc4\u5b58\u5668\u6587\u4ef6\u53ef\u5feb\u901f\u5b58\u53d6\u6bcf\u500b\u7dda\u7a0b\u7684\u81e8\u6642\u8b8a\u6578\uff0c\u800c\u5171\u4eab\u8a18\u61b6\u9ad4\u5247\u5141\u8a31\u540c\u4e00\u7dda\u7a0b\u584a\u4e2d\u7684\u7dda\u7a0b\u5feb\u901f\u5171\u4eab\u6578\u64da\uff0c\u63d0\u5347\u904b\u7b97\u6548\u7387\u3002\u9019\u4e9b\u7279\u6027\u4f7f CUDA \u80fd\u5920\u6709\u6548\u5730\u8655\u7406\u5927\u898f\u6a21\u4e26\u884c\u8a08\u7b97\u4efb\u52d9\uff0c\u9069\u7528\u65bc\u9ad8\u6027\u80fd\u8a08\u7b97\u3001\u79d1\u5b78\u6a21\u64ec\u548c\u6a5f\u5668\u5b78\u7fd2\u7b49\u9818\u57df\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"CUDA_%E7%9A%84%E8%A8%98%E6%86%B6%E9%AB%94%E7%B5%90%E6%A7%8B\"><\/span>CUDA \u7684\u8a18\u61b6\u9ad4\u7d50\u69cb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>CUDA \u7684<a href=\"https:\/\/roo.cash\/blog\/memory-conceptstock-article\/\">\u8a18\u61b6\u9ad4<\/a>\u7d50\u69cb\u5206\u70ba\u591a\u500b\u5c64\u6b21\uff0c\u65e8\u5728\u5e73\u8861\u5bb9\u91cf\u548c\u8a2a\u554f\u901f\u5ea6\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5168\u5c40\u8a18\u61b6\u9ad4\uff08Global Memory\uff09<\/strong>\uff1a\u5bb9\u91cf\u5927\uff0c\u4f46\u8a2a\u554f\u5ef6\u9072\u8f03\u9ad8\uff0c\u9069\u5408\u5b58\u5132\u6240\u6709\u7dda\u7a0b\u5171\u4eab\u7684\u6578\u64da\u3002<\/li>\n\n\n\n<li><strong>\u5171\u4eab\u8a18\u61b6\u9ad4\uff08Shared Memory\uff09<\/strong>\uff1a\u4f4d\u65bc\u6bcf\u500b\u4e32\u6d41\u591a\u8655\u7406\u5668\u5167\u90e8\uff0c\u5177\u6709\u4f4e\u5ef6\u9072\uff0c\u9ad8\u901f\u8a2a\u554f\uff0c\u9069\u5408\u584a\u5167\u7dda\u7a0b\u5171\u4eab\u6578\u64da\u3002<\/li>\n\n\n\n<li><strong>\u5bc4\u5b58\u5668\uff08Registers\uff09<\/strong>\uff1a\u6bcf\u500b\u7dda\u7a0b\u5c08\u6709\u7684\u9ad8\u901f\u5b58\u5132\uff0c\u7528\u65bc\u5b58\u5132\u81e8\u6642\u8b8a\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u9084\u6709\u53ea\u8b80\u7684\u5e38\u91cf\u8a18\u61b6\u9ad4\u548c\u7d0b\u7406\u8a18\u61b6\u9ad4\uff0c\u9019\u4e9b\u985e\u578b\u512a\u5316\u4e86\u7279\u5b9a\u5b58\u53d6\u6a21\u5f0f\u7684\u6027\u80fd\u3002\u901a\u904e\u9019\u4e9b\u5c64\u6b21\u7d50\u69cb\uff0cCUDA\u80fd\u5920\u6709\u6548\u5730\u7ba1\u7406\u548c\u5229\u7528\u8a18\u61b6\u9ad4\u8cc7\u6e90\uff0c\u63d0\u9ad8\u8a08\u7b97\u6548\u7387\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<table id=\"tablepress-801\" class=\"tablepress tablepress-id-801\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\"><span style=\"font-size:24px; color:#FFF\">\u26a1\ufe0f\u65b0\u624b\u958b\u6236\u8d85\u63a8\u85a6\u26a1\ufe0f\u65b0\u5149\u8b49\u5238<\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\"><a href=\"https:\/\/roo.cash\/goto\/securities_blog-tbprs-skb-securities\"><img decoding=\"async\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2026\/05\/31230453\/AD_SC_2603_21_%E6%96%B0%E5%85%89%E8%AD%89%E5%88%B8-2_600x500.jpg\" width=\"300\" height=\"250\" class=\"aligncenter size-full wp-image-12216\"\/><\/a><\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\"><span style=\"font-size:16px\">\ud83c\udf81 \u3010\u8d85\u7d1a\u7701\u3011\u624b\u7e8c\u8cbb\u56de\u994b100%\uff0c\u73fe\u77018,000\u5143\uff01<\/span><br \/>\n<span style=\"font-size:16px\">\ud83c\udf81 \u3010\u624b\u908a\u9280\u884c\u5c31\u80fd\u958b\u6236\u3011\u652f\u63f4\u9ad8\u905425\u5bb6\u9280\u884c\uff0c\u5168\u7a0b\u7dda\u4e0a\u514d\u51fa\u9580\uff0c\u6bcf\u670850\u6b21\u8de8\u8f49\u514d\u624b\u7e8c\u8cbb\uff01<\/span><br \/>\n<span style=\"font-size:16px\">\ud83c\udf81 \u3010\u5c08\u696d\u8edf\u9ad4\u514d\u8cbb\u7528\u3011\u5bcc\u8cb4\u89d2XQ\u5c08\u696d\u4e0b\u55ae\u795e\u5668\uff0c\u8b93\u4f60\u638c\u63e1\u5148\u6a5f\uff01<\/span><\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\"><a href=\"https:\/\/roo.cash\/goto\/securities_blog-tbprs-skb-securities\" class=\"roo-button\">\u9ede\u6211\u958b\u6236<\/a><\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\"><span style=\"font-size:14px; color:#808080\">\u8b39\u614e\u7406\u8ca1  \u4fe1\u7528\u81f3\u4e0a<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cuda\u5982\u4f55\u904b\u4f5c-cuda\u5de5\u4f5c\u539f\u7406\"><span class=\"ez-toc-section\" id=\"CUDA%E5%A6%82%E4%BD%95%E9%81%8B%E4%BD%9C%EF%BC%9FCUDA%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86\"><\/span>CUDA\u5982\u4f55\u904b\u4f5c\uff1fCUDA\u5de5\u4f5c\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong>1. \u4e26\u884c\u8655\u7406<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>CUDA\u63a1\u7528\u4efb\u52d9\u5206\u62c6\u7684\u65b9\u5f0f\u5be6\u73fe\u5927\u898f\u6a21\u4e26\u884c\u904b\u7b97\u3002\u5b83\u5c07\u539f\u672c\u7684\u8a08\u7b97\u4efb\u52d9\u62c6\u5206\u70ba\u6578\u767e\u751a\u81f3\u6578\u5343\u500b\u5c0f\u578b\u5b50\u4efb\u52d9\uff0c\u518d\u6307\u6d3e\u7d66GPU\u4e2d\u6578\u4ee5\u5343\u8a08\u7684CUDA\u6838\u5fc3\u540c\u6642\u57f7\u884c\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u6bcf\u4e00\u500bCUDA\u6838\u5fc3\u90fd\u53ef\u4ee5\u7368\u7acb\u904b\u884c\u4e00\u6bb5\u7a31\u70ba\u6838\u51fd\u6578\u7684\u7a0b\u5f0f\u4ee3\u78bc\uff0c\u9019\u4e9b\u6838\u51fd\u6578\u6703\u5728GPU\u5167\u90e8\u7684\u591a\u500b\u8655\u7406\u55ae\u5143\u4e0a\u4e26\u884c\u57f7\u884c\u3002<\/p>\n\n\n\n<p>\u9019\u7a2e\u5c07\u5927\u4efb\u52d9\u62c6\u5206\u70ba\u5927\u91cf\u5c0f\u4efb\u52d9\uff0c\u518d\u5229\u7528GPU\u4e2d\u7684\u5927\u898f\u6a21\u904b\u7b97\u6838\u5fc3\u540c\u6642\u52a0\u4ee5\u8655\u7406\u7684\u67b6\u69cb\u8a2d\u8a08\uff0c\u8ce6\u4e88\u4e86CUDA\u5c0d\u6578\u64da\u5bc6\u96c6\u578b\u61c9\u7528\u7684\u51fa\u8272\u52a0\u901f\u80fd\u529b\u3002\u7121\u8ad6\u662f\u77e9\u9663\u904b\u7b97\u3001\u5716\u50cf\u6e32\u67d3\u9084\u662f\u8996\u983b\u7de8\u89e3\u78bc\u7b49\uff0c\u90fd\u80fd\u56e0CUDA\u7684\u4e26\u884c\u512a\u5316\u800c\u7372\u5f97\u986f\u8457\u7684\u904b\u7b97\u6548\u80fd\u63d0\u5347\u3002\u4ee5\u5f71\u7247\u683c\u5f0f\u8f49\u63db\u70ba\u4f8b\uff0cCPU\u9700\u8981\u9010\u5e40\u8655\u7406\uff0c\u800cCUDA\u52a0\u901f\u7684GPU\u537b\u53ef\u4ee5\u540c\u6642\u4e26\u884c\u8655\u7406\u591a\u500b\u5f71\u7247\u3002<\/p>\n\n\n\n<p><strong>2. \u7dda\u7a0b\u7684\u7d44\u6210<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>CUDA\u7a0b\u5e8f\u7684\u57f7\u884c\u7531\u591a\u500b\u7dda\u7a0b\u7d44\u6210\uff0c\u9019\u4e9b\u7dda\u7a0b\u88ab\u7d44\u7e54\u6210\u7dda\u7a0b\u584a\uff08thread blocks\uff09\u3002\u6bcf\u500b\u7dda\u7a0b\u7368\u7acb\u57f7\u884c\u7a0b\u5e8f\u7684\u4e00\u90e8\u5206\uff0c\u8ca0\u8cac\u8655\u7406\u8cc7\u6599\u96c6\u4e2d\u7684\u4e00\u500b\u5143\u7d20\u6216\u5c0f\u4efb\u52d9\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u70ba\u4e86\u9ad8\u6548\u7ba1\u7406\u548c\u8abf\u5ea6\u6210\u5343\u4e0a\u842c\u7684\u7dda\u7a0b\uff0cCUDA\u5c07\u5b83\u5011\u7d44\u7e54\u6210\u7dda\u7a0b\u584a(thread block)\u3002\u4e00\u500b\u7dda\u7a0b\u584a\u5305\u542b\u4e00\u5b9a\u6578\u91cf\u7684\u7dda\u7a0b(\u5982256\u6216512\u500b)\uff0c\u9019\u4e9b\u7dda\u7a0b\u53ef\u4ee5\u5171\u4eab\u9ad8\u901f\u7de9\u5b58\u8a18\u61b6\u9ad4\uff0c\u5be6\u73fe\u5feb\u901f\u6578\u64da\u4ea4\u63db\u3002\u6bcf\u500b\u7dda\u7a0b\u584a\u5305\u542b\u591a\u500b\u7dda\u7a0b\uff0c\u800c\u591a\u500b\u7dda\u7a0b\u584a\u5247\u7d44\u6210\u4e00\u500b\u7db2\u683c\uff08grid\uff09\u7d50\u69cb\uff1b\u6574\u500bCUDA\u7a0b\u5e8f\u5247\u53ef\u8996\u70ba\u4e00\u500b\u7db2\u683c\uff0c\u5176\u4e2d\u6bcf\u500b\u7dda\u7a0b\u584a\u8ca0\u8cac\u5b8c\u6210\u90e8\u5206\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u9019\u7a2e\u5206\u800c\u6cbb\u4e4b\u7684\u67b6\u69cb\u4f7fCUDA\u80fd\u5920\u64f4\u5c55\u5230\u8655\u7406\u6975\u5927\u898f\u6a21\u7684\u6578\u64da\u96c6\u548c\u904b\u7b97\u4efb\u52d9\uff0c\u4e26\u901a\u904e\u5167\u90e8\u540c\u6b65\u6a5f\u5236\u5354\u540c\u5de5\u4f5c\uff0c\u5f9e\u800c\u63d0\u5347\u6548\u7387\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u70ba\u4ec0\u9ebc\u8981\u7528cuda-cuda\u7684\u6280\u8853\u7279\u9ede\"><span class=\"ez-toc-section\" id=\"%E7%82%BA%E4%BB%80%E9%BA%BC%E8%A6%81%E7%94%A8CUDA%EF%BC%9FCUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E\"><\/span>\u70ba\u4ec0\u9ebc\u8981\u7528CUDA\uff1fCUDA\u7684\u6280\u8853\u7279\u9ede<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u6280\u8853\u7279\u9ede\u4e00-\u9ad8\u5ea6\u4e26\u884c\u904b\u7b97\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E%E4%B8%80%EF%BC%9A%E9%AB%98%E5%BA%A6%E4%B8%A6%E8%A1%8C%E9%81%8B%E7%AE%97\"><\/span>CUDA\u7684\u6280\u8853\u7279\u9ede\u4e00\uff1a\u9ad8\u5ea6\u4e26\u884c\u904b\u7b97<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>NVIDIA \u7684CUDA\u67b6\u69cb\u80fd\u5c07\u9f90\u5927\u7684\u904b\u7b97\u5de5\u4f5c\u5206\u914d\u5230GPU\u7684\u6578\u4ee5\u5343\u8a08\u6838\u5fc3\u4e0a\u4e26\u884c\u8655\u7406\uff0c\u5927\u5e45\u63d0\u5347GPU\u7684\u904b\u7b97\u6548\u80fd\u3002\u9019\u7a2e\u9ad8\u5ea6\u4e26\u884c\u5316\u8a2d\u8a08\u8b93GPU\u7279\u5225\u9069\u5408\u8655\u7406\u5716\u50cf\u6e32\u67d3\u3001\u79d1\u5b78\u6a21\u64ec\u548c\u6df1\u5ea6\u5b78\u7fd2\u7b49\u9700\u6c42\u9f90\u5927\u904b\u7b97\u8cc7\u6e90\u7684\u61c9\u7528\u9818\u57df\u3002\u900f\u904eCUDA\u6280\u8853\uff0cGPU\u4e0d\u50c5\u53ef\u57283D\u904a\u6232\u548c\u8996\u8a0a\u6548\u679c\u7b49\u9818\u57df\u5927\u5c55\u8eab\u624b\uff0c\u66f4\u80fd\u6210\u70ba\u63a8\u52d5\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6578\u64da\u5206\u6790\u7b49\u5c16\u7aef\u79d1\u6280\u767c\u5c55\u7684\u95dc\u9375\u52d5\u529b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u6280\u8853\u7279\u9ede\u4e8c-\u6709\u6548\u8a18\u61b6\u9ad4\u7ba1\u7406-\u64f4\u5c55\u6027\u5f37\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E%E4%BA%8C%EF%BC%9A%E6%9C%89%E6%95%88%E8%A8%98%E6%86%B6%E9%AB%94%E7%AE%A1%E7%90%86%EF%BC%8C%E6%93%B4%E5%B1%95%E6%80%A7%E5%BC%B7\"><\/span>CUDA\u7684\u6280\u8853\u7279\u9ede\u4e8c\uff1a\u6709\u6548\u8a18\u61b6\u9ad4\u7ba1\u7406\uff0c\u64f4\u5c55\u6027\u5f37<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>CUDA\u63d0\u4f9b\u591a\u7a2e\u9748\u6d3b\u7684\u8a18\u61b6\u9ad4\u7ba1\u7406\u6a5f\u5236\uff0c\u53ef\u4f9d\u61c9\u7528\u9700\u6c42\u9748\u6d3b\u9078\u7528\u3002\u5176\u4e2d\uff0c\u9ad8\u901f\u7de9\u5b58\u7684\u5171\u4eab\u8a18\u61b6\u9ad4\u53ef\u52a0\u901f\u57f7\u884c\u7dd2\u9593\u6578\u64da\u50b3\u8f38\uff1b\u5e38\u6578\u8a18\u61b6\u9ad4\u9069\u5408\u5b58\u653e\u552f\u8b80\u8cc7\u6599\uff1b\u7d71\u4e00\u8a18\u61b6\u9ad4\u5247\u652f\u63f4CPU\/GPU\u8a18\u61b6\u9ad4\u5171\u4eab\u5b58\u53d6\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0cCUDA\u61c9\u7528\u53ef\u8f15\u9b06\u5f9e\u55aeGPU\u6a6b\u5411\u64f4\u5c55\u5230\u591aGPU\u96c6\u7fa4\uff0c\u5145\u5206\u5229\u7528\u7cfb\u7d71\u4e2d\u6bcf\u4e00\u500b\u904b\u7b97\u8cc7\u6e90\u3002NVIDIA\u63d0\u4f9b\u591a\u7a2e\u5de5\u5177\u5eab\u652f\u63f4\uff0c\u7c21\u5316\u4e86\u4efb\u52d9\u7684\u5206\u6563\u5f0f\u904b\u7b97\u548c\u96c6\u7fa4\u5316\u90e8\u7f72\uff0c\u52a9\u529b\u958b\u767c\u8005\u8f15\u9b06\u5be6\u73fe\u5f9e\u5c0f\u5230\u5927\u4efb\u610f\u898f\u6a21\u7684\u9ad8\u6548\u80fd\u904b\u7b97\u9700\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u6280\u8853\u7279\u9ede\u4e09-cpu-gpu\u5354\u4f5c\u7684\u7570\u69cb\u8a08\u7b97\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%8A%80%E8%A1%93%E7%89%B9%E9%BB%9E%E4%B8%89%EF%BC%9ACPUGPU%E5%8D%94%E4%BD%9C%E7%9A%84%E7%95%B0%E6%A7%8B%E8%A8%88%E7%AE%97\"><\/span>CUDA\u7684\u6280\u8853\u7279\u9ede\u4e09\uff1aCPU\/GPU\u5354\u4f5c\u7684\u7570\u69cb\u8a08\u7b97<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>CUDA\u652f\u63f4\u7570\u69cb\u904b\u7b97\u6a21\u5f0f\uff0c\u80fd\u8b93CPU\u548cGPU\u5728\u540c\u4e00\u61c9\u7528\u4e2d\u4e26\u80a9\u4f5c\u6230\uff0c\u5145\u5206\u767c\u63ee\u4e0d\u540c\u786c\u9ad4\u7684\u7368\u7279\u512a\u52e2\u3002\u5728\u6b64\u6a21\u5f0f\u4e0b\uff0cCPU\u5c08\u6ce8\u8655\u7406\u8907\u96dc\u7684\u908f\u8f2f\u63a7\u5236\uff0c\u800cGPU\u5247\u8ca0\u8cac\u9ad8\u5ea6\u4e26\u884c\u7684\u5927\u91cf\u6578\u64da\u904b\u7b97\u3002\u9019\u7a2e\u5206\u5de5\u6a21\u5f0f\u53ef\u6700\u4f73\u5316\u5229\u7528\u7cfb\u7d71\u8cc7\u6e90\uff0c\u4f7fAI\u8a13\u7df4\u3001\u79d1\u5b78\u904b\u7b97\u548c\u8996\u89ba\u6548\u679c\u6e32\u67d3\u7b49\u904b\u7b97\u5bc6\u96c6\u578b\u61c9\u7528\u7372\u5f97\u524d\u6240\u672a\u6709\u7684\u9ad8\u6548\u80fd\u8868\u73fe\u3002&nbsp;&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" width=\"659\" height=\"400\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-8-659x400.png\" alt=\"CUDA\u662f\u4ec0\u9ebc\" class=\"wp-image-65820\" style=\"width:501px;height:auto\" srcset=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-8-659x400.png 659w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-8-300x182.png 300w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-8-768x466.png 768w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-8-1536x932.png 1536w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010813\/image-8.png 1675w\" sizes=\"(max-width: 659px) 100vw, 659px\" \/><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aNVIDIA Youtube<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cuda\u7684\u61c9\u7528\u9818\u57df\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F\"><\/span>CUDA\u7684\u61c9\u7528\u9818\u57df<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u61c9\u7528\u9818\u57df\u4e00-\u52a0\u901f\u79d1\u5b78\u8a08\u7b97\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E4%B8%80%EF%BC%9A%E5%8A%A0%E9%80%9F%E7%A7%91%E5%AD%B8%E8%A8%88%E7%AE%97\"><\/span>CUDA\u7684\u61c9\u7528\u9818\u57df\u4e00\uff1a\u52a0\u901f\u79d1\u5b78\u8a08\u7b97<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5728\u9ad8\u6027\u80fd\u79d1\u5b78\u8a08\u7b97\u9818\u57df\uff0cCUDA\u662f\u63a8\u52d5\u8907\u96dc\u6a21\u64ec\u8207\u5927\u6578\u64da\u5206\u6790\u7a81\u7834\u74f6\u9838\u7684\u91cd\u8981\u52d5\u529b\u3002\u900f\u904eGPU\u5927\u898f\u6a21\u4e26\u884c\u904b\u7b97\u80fd\u529b\uff0cCUDA\u8b93\u79d1\u5b78\u5bb6\u80fd\u5920\u9ad8\u6548\u8655\u7406\u8af8\u5982\u6c23\u8c61\u9810\u6e2c\u3001\u85e5\u7269\u5206\u5b50\u6a21\u64ec\u3001\u6838\u53cd\u61c9\u5668\u6a21\u64ec\u7b49\u8271\u6df1\u904b\u7b97\u4efb\u52d9\uff0c\u5927\u5e45\u63d0\u5347\u6a21\u64ec\u548c\u6578\u64da\u5206\u6790\u901f\u5ea6\u3002\u4ee5\u86cb\u767d\u8cea\u6298\u758a\u6a21\u64ec\u70ba\u4f8b\uff0c\u5229\u7528CUDA\u5c0d\u86cb\u767d\u8cea\u8207\u85e5\u7269\u5206\u5b50\u7684\u4e92\u52d5\u884c\u70ba\u9032\u884c\u6a21\u64ec\uff0c\u6709\u52a9\u65bc\u52a0\u6df1\u5c0d\u5206\u5b50\u6a5f\u7406\u7684\u7406\u89e3\uff0c\u63a8\u52d5\u65b0\u85e5\u7814\u767c\u3002CUDA\u6280\u8853\u4e5f\u88ab\u5ee3\u6cdb\u61c9\u7528\u65bc\u6d41\u9ad4\u52d5\u529b\u5b78\u3001\u5929\u9ad4\u7269\u7406\u7b49\u9818\u57df\u7684\u6578\u503c\u5206\u6790\u8a08\u7b97\uff0c\u70ba\u5de5\u7a0b\u8a2d\u8a08\u548c\u57fa\u790e\u79d1\u5b78\u7814\u7a76\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u63f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u61c9\u7528\u9818\u57df\u4e8c-\u5716\u5f62\u6e32\u67d3\u7684\u8996\u89ba\u5316\u9ad4\u9a57\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E4%BA%8C%EF%BC%9A%E5%9C%96%E5%BD%A2%E6%B8%B2%E6%9F%93%E7%9A%84%E8%A6%96%E8%A6%BA%E5%8C%96%E9%AB%94%E9%A9%97\"><\/span>CUDA\u7684\u61c9\u7528\u9818\u57df\u4e8c\uff1a\u5716\u5f62\u6e32\u67d3\u7684\u8996\u89ba\u5316\u9ad4\u9a57<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5728\u5716\u50cf\u6e32\u67d3\u548c\u8996\u89ba\u5316\u88fd\u4f5c\u9818\u57df\uff0cCUDA\u6301\u7e8c\u63a8\u52d5\u8457\u6280\u8853\u5275\u65b0\u548c\u8996\u89ba\u9ad4\u9a57\u7684\u98db\u8e8d\u3002\u900f\u904eGPU\u7684\u5927\u898f\u6a21\u4e26\u884c\u904b\u7b97\u80fd\u529b\uff0cCUDA\u53ef\u4ee5\u986f\u8457\u63d0\u5347\u5716\u5f62\u751f\u6210\u548c\u6e32\u67d3\u7684\u901f\u5ea6\uff0c\u70ba\u96fb\u8166\u5716\u5f62\u5b78\u3001\u904a\u6232\u958b\u767c\u548c\u6578\u4f4d\u5167\u5bb9\u5275\u4f5c\u7b49\u9818\u57df\u5e36\u4f86\u524d\u6240\u672a\u6709\u7684\u8996\u89ba\u5316\u9ad4\u9a57\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0cNVIDIA\u7684IndeX\u5e73\u53f0\u5c31\u904b\u7528\u4e86CUDA\u52a0\u901f\u5927\u898f\u6a21\u6578\u64da\u96c6\u76843D\u53ef\u8996\u5316\uff0c\u8b93\u79d1\u5b78\u5bb6\u548c\u5de5\u7a0b\u5e2b\u80fd\u5920\u9ad8\u6548\u5206\u6790\u548c\u5c55\u793a\u6578\u64da\uff1bOmniverse\u5e73\u53f0\u66f4\u662f\u6574\u5408\u591a\u7a2e\u5de5\u5177\u6846\u67b6\uff0c\u91dd\u5c0d\u9700\u6c42\u9ad8\u7cbe\u7d30\u8996\u89ba\u5316\u6548\u679c\u7684\u884c\u696d\u63d0\u4f9b\u7406\u60f3\u89e3\u6c7a\u65b9\u6848\u3002\u6b64\u5916\uff0cCUDA\u4e5f\u88ab\u5ee3\u6cdb\u61c9\u7528\u65bc\u904a\u6232\u5be6\u6642\u6e32\u67d3\u548c\u96fb\u5f71\u7279\u6548\u88fd\u4f5c\uff0c\u5448\u73fe\u51fa\u9ad8\u54c1\u8cea\u7684\u8996\u89ba\u8996\u89ba\u6548\u679c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u61c9\u7528\u9818\u57df\u4e09-\u9818\u8ecd-ai-\u6df1\u5ea6\u5b78\u7fd2\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E4%B8%89%EF%BC%9A%E9%A0%98%E8%BB%8D_AI_%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92\"><\/span>CUDA\u7684\u61c9\u7528\u9818\u57df\u4e09\uff1a\u9818\u8ecd AI \u6df1\u5ea6\u5b78\u7fd2<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5728AI\u9818\u57df\uff0cCUDA\u7121\u7591\u662f\u9a45\u52d5\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u4e0d\u65b7\u7a81\u7834\u7684\u5f37\u5927\u5f15\u64ce\u3002CUDA\u5145\u5206\u91cb\u653e\u4e86GPU\u7684\u6975\u9ad8\u4e26\u884c\u904b\u7b97\u80fd\u529b\uff0c\u5927\u5e45\u52a0\u901f\u4e86AI\u6a21\u578b\u8a13\u7df4\u7684\u901f\u5ea6\uff0c\u6709\u6548\u89e3\u6c7a\u4e86\u50b3\u7d71CPU\u5728\u8655\u7406\u5927\u91cf\u6578\u64da\u548c\u9ad8\u904b\u7b97\u8ca0\u8f09\u6642\u7684\u74f6\u9838\u554f\u984c\u3002CUDA\u5c08\u70baAI\u5de5\u4f5c\u91cf\u8eab\u6253\u9020\u7684Tensor Core\uff0c\u8b93\u77e9\u9663\u904b\u7b97\u7684\u6548\u80fd\u518d\u6b21\u5927\u5e45\u63d0\u5347\uff0c\u4f7f\u8907\u96dc\u6a21\u578b\u8a13\u7df4\u4e8b\u534a\u529f\u500d\u3002<\/p>\n\n\n\n<p>\u6b63\u662f\u6709\u8cf4CUDA\u5f37\u52c1\u7684\u52a0\u901f\u80fd\u529b\uff0c\u8af8\u5982GPT-3\u7b49\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u8a13\u7df4\u624d\u5f97\u4ee5\u9ad8\u6548\u5b8c\u6210\uff0c\u9019\u4e9b\u5c16\u7aefAI\u6280\u8853\u6b63\u5728\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u96fb\u8166\u8996\u89ba\u548c\u81ea\u52d5\u99d5\u99db\u7b49\u9818\u57df\u5927\u653e\u7570\u5f69\u3002\u9664\u6df1\u5ea6\u5b78\u7fd2\u5916,CUDA\u4e5f\u88ab\u5ee3\u6cdb\u61c9\u7528\u65bc\u5f37\u5316\u5b78\u7fd2\u3001\u751f\u6210\u5c0d\u6297\u7db2\u7d61\u7b49\u524d\u6cbfAI\u9818\u57df\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cuda\u7684\u61c9\u7528\u9818\u57df\u56db-\u5927\u6578\u64da\u5206\u6790\"><span class=\"ez-toc-section\" id=\"CUDA%E7%9A%84%E6%87%89%E7%94%A8%E9%A0%98%E5%9F%9F%E5%9B%9B%EF%BC%9A%E5%A4%A7%E6%95%B8%E6%93%9A%E5%88%86%E6%9E%90\"><\/span>CUDA\u7684\u61c9\u7528\u9818\u57df\u56db\uff1a\u5927\u6578\u64da\u5206\u6790\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u4ee5RAPIDS\u52a0\u901f\u5e73\u53f0\u70ba\u4f8b\uff0c\u6578\u64da\u79d1\u5b78\u5bb6\u53ef\u5229\u7528CUDA\u5f37\u52c1\u7684GPU\u52a0\u901f\u80fd\u529b\uff0c\u9ad8\u6548\u5b8c\u6210\u6578\u64da\u6e05\u7406\u3001\u7279\u5fb5\u5de5\u7a0b\u548c\u6a21\u578b\u8a13\u7df4\u7b49\u95dc\u9375\u5206\u6790\u6d41\u7a0b\uff0c\u5927\u5e45\u7e2e\u77ed\u4e86\u6574\u9ad4\u5206\u6790\u6642\u9593\u3002\u9019\u4e00\u512a\u52e2\u5c0d\u9700\u8981\u8655\u7406\u5927\u898f\u6a21\u8907\u96dc\u6578\u64da\u96c6\u7684\u91d1\u878d\u3001\u884c\u92b7\u3001\u79d1\u7814\u7b49\u9818\u57df\u4f86\u8aaa\u5c24\u70ba\u95dc\u9375\uff0c\u6709\u52a9\u65bc\u4f01\u696d\u8207\u6a5f\u69cb\u5f9e\u6d77\u91cf\u6578\u64da\u4e2d\u5feb\u901f\u63d0\u53d6\u6d1e\u898b\uff0c\u5275\u9020\u66f4\u591a\u5546\u696d\u50f9\u503c\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"711\" height=\"400\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010819\/image-11-711x400.png\" alt=\"CUDA\u662f\u4ec0\u9ebc\" class=\"wp-image-65823\" style=\"width:558px;height:auto\" srcset=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010819\/image-11-711x400.png 711w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010819\/image-11-300x169.png 300w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010819\/image-11-768x432.png 768w, https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2024\/06\/26010819\/image-11.png 924w\" sizes=\"(max-width: 711px) 100vw, 711px\" \/><figcaption class=\"wp-element-caption\">\u5716\u7247\u4f86\u6e90\uff1aNVIDIA\u5b98\u7db2<\/figcaption><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7d50\u8a9e\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E8%AA%9E\"><\/span>\u7d50\u8a9e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>CUDA\u6b63\u985b\u8986\u50b3\u7d71\u904b\u7b97\u6a21\u5f0f\uff0c\u70ba\u79d1\u6280\u767c\u5c55\u6ce8\u5165\u65b0\u52d5\u529b\u3002\u901a\u904e\u5728GPU\u786c\u9ad4\u4e0a\u555f\u7528\u5927\u898f\u6a21\u4e26\u884c\u904b\u7b97\uff0cCUDA\u5fb9\u5e95\u6539\u8b8a\u4e86\u8907\u96dc\u4efb\u52d9\u7684\u8655\u7406\u6548\u7387\uff0c\u70baAI\u3001\u79d1\u5b78\u7814\u7a76\u548c\u7522\u696d\u61c9\u7528\u5e36\u4f86\u9769\u547d\u6027\u7a81\u7834\u3002<\/p>\n<\/blockquote>\n\n\n\n<p>\u5728AI\u9818\u57df\uff0cCUDA\u7684\u9ad8\u6548\u80fd\u5c0d\u65bc\u5927\u898f\u6a21\u795e\u7d93\u7db2\u7d61\u8a13\u7df4\u81f3\u95dc\u91cd\u8981\uff0c\u4fc3\u9032\u4e86\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u96fb\u8166\u8996\u89ba\u548c\u81ea\u52d5\u5316\u7cfb\u7d71\u7b49\u9818\u57df\u7684\u767c\u5c55\u3002\u6b64\u5916\uff0cCUDA\u4e5f\u4f7f\u5275\u65b0AI\u6a21\u578b\u7684\u8a13\u7df4\u8b8a\u5f97\u66f4\u6613\u5be6\u73fe\uff0c\u4f8b\u5982NVIDIA\u7684AI Foundations\u5e73\u53f0\uff0c\u8ce6\u4e88\u5404\u884c\u696d\u5f37\u5927\u7684\u5275\u9020\u529b\u548c\u5275\u65b0\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u79d1\u5b78\u6a21\u64ec\u548c\u5927\u6578\u64da\u5206\u6790\u4e5f\u4f9d\u8cf4CUDA\u7684\u9ad8\u6548\u80fd\uff0c\u5728\u85e5\u7269\u958b\u767c\u3001\u6c23\u5019\u6a21\u578b\u7b49\u9818\u57df\u5b55\u80b2\u51fa\u91cd\u5927\u7a81\u7834\u3002\u4f8b\u5982cuLitho\u5e73\u53f0\u5229\u7528CUDA\u512a\u5316\u534a\u5c0e\u9ad4\u88fd\u7a0b\uff0c\u63a8\u52d5\u4e0b\u4e00\u4ee3\u6676\u7247\u88fd\u9020\u6280\u8853\u767c\u5c55\u3002<\/p>\n\n\n\n<p>\u5c55\u671b\u672a\u4f86\uff0cCUDA\u52e2\u5fc5\u5c07\u6301\u7e8c\u64f4\u5927\u5176\u5f71\u97ff\u529b\uff0c\u70baAI\u3001\u91ab\u7642\u3001\u5de5\u696d\u81ea\u52d5\u5316\u7b49\u9818\u57df\u5e36\u4f86\u9769\u65b0\u5951\u6a5f\uff0c\u4e26\u5b55\u80b2\u51fa\u5168\u65b0\u7684\u904b\u7b97\u5275\u65b0\u61c9\u7528\uff0c\u958b\u62d3\u79d1\u6280\u7684\u65b0\u9818\u57df\u3002CUDA\u6b63\u6210\u70ba\u9a45\u52d5\u672a\u4f86\u79d1\u6280\u6d6a\u6f6e\u3001\u5851\u9020\u8a08\u7b97\u65b0\u4e16\u4ee3\u7684\u6838\u5fc3\u52d5\u80fd\u3002<\/p>\n\n\n\n<table id=\"tablepress-803\" class=\"tablepress tablepress-id-803 tbody-has-connected-cells\">\n<thead>\n<tr class=\"row-1\">\n\t<th colspan=\"2\" class=\"column-1\"><span style=\"font-size:24px; color:#FFF\">\u888b\u9f20\u91d1\u878d \u00d7 \u7cbe\u9078\u8b49\u5238\u5546 \u958b\u6236\u4eab\u512a\u60e0 \u2728<\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2023\/08\/26003600\/logo_FBS.png\" height=\"120\"  width=\"225\" alt=\"\u5bcc\u90a6\u8b49\u5238\"><br \/>\n<a href=\"https:\/\/roo.cash\/goto\/securities_blog-tbprs-fubon-securities\" class=\"roo-button\">\u9ede\u6211\u958b\u6236<\/a><\/td><td class=\"column-2\"><p align=\"left\"><br \/>\n<span style=\"font-size:16px\"><strong>  \ud83d\udcb0 \u53f0\u80a1\u624b\u7e8c\u8cbb\u9707\u64bc\u50f9 <font color=\"#CE0000\">\u65b0\u958b\u6236\u7368\u4eab\u53f0\u80a1\u96fb\u5b50\u4ea4\u6613\u91cf100\u842c\u4ee5\u4e0b\u8d85\u4f4e\u624b\u7e8c\u8cbb<\/font>\uff01<\/strong><\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u5168\u65b0\u4e0b\u55aeAPP\u300cAI PRO\u300d\u64cd\u4f5c\u8d85\u76f4\u89ba<\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u5b9a\u671f\u5b9a\u984d\u65e5\u65e5\u6263\u5929\u6578\u7121\u4e0a\u9650\uff0c\u53f0\/\u7f8e\u5b9a\u55ae\u7b46\u6700\u4f4e\u6295\u8cc7\u91d1\u984d1,000\u53f0\u5e63\/10\u7f8e\u5143\uff0c\u7f8e\u5b9a\u8cb7\u9032\u8cbb\u7387\u5927\u964d\u50f9\uff0c\u80a1\u606f\u518d\u6295\u5165\u529f\u80fd\u8d85\u65b9\u4fbf<\/span><\/p><\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2023\/05\/26003032\/logo_SKIS.png\" height=\"120\"  width=\"225\" alt=\"\u65b0\u5149\u8b49\u5238\"><br \/>\n<a href=\"https:\/\/roo.cash\/goto\/securities_blog-tbprs-skb-securities\" class=\"roo-button\">\u9ede\u6211\u958b\u6236<\/a><\/td><td class=\"column-2\"><p align=\"left\"><br \/>\n<span style=\"font-size:16px\"><strong>  \ud83d\udcb0 \u53f0\u80a1\u624b\u7e8c\u8cbb\u9a5a\u559c\u50f9<font color=\"#CE0000\">\u6bd4\u6298\u6263\u9084\u512a\u60e0<\/font>\uff01<\/strong><\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u958b\u6236\u5373\u9001 NT$ 3,000 \u62b5\u7528\u91d1<\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u8cc7\u91d1\u7ba1\u7406\u5e33\u6236\u4eab50\u6b21\u8de8\u8f49\u512a\u60e0<\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u5b9a\u671f\u5b9a\u984d\u52a0\u78bc\u56de\u994b NT$ 500 \u62b5\u7528\u91d1\uff01<\/span><\/p><\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2025\/09\/30225644\/IMG_7518.jpg\" height=\"120\"  width=\"225\" alt=\"\u6c38\u8c50\u91d1\u8b49\u5238\"><br \/>\n<a href=\"https:\/\/roo.cash\/goto\/securities_blog-tbprs-sinopac-securities\" class=\"roo-button\">\u9ede\u6211\u958b\u6236<\/a><\/td><td class=\"column-2\"><p align=\"left\"><br \/>\n<span style=\"font-size:16px\"><strong>  \ud83d\udcb0 \u8d85\u76f4\u89ba\u64cd\u4f5c\u4ecb\u9762<font color=\"#CE0000\"> \u4e0b\u55ae\u9996\u9078<\/font>\uff01<\/strong><\/span><br \/>\n<span style=\"font-size:14px\"> \ud83c\udf81 \u5b8c\u6210\u6307\u5b9a\u4efb\u52d9\u9001\u50f9\u503c\u6700\u9ad8 NT$ 600 \u5168\u5bb6\u79ae\u7269\u5361<\/span><br \/>\n<span style=\"font-size:14px\"> \ud83c\udf81 \u7dda\u4e0a\u958b\u6236\u767b\u9304\u6d3b\u52d5\uff0c\u4eab\u6700\u9ad8 NT$ 988 \u597d\u79ae<\/span><br \/>\n<span style=\"font-size:14px\"> \ud83c\udf81 \u6708\u6708\u62bd NT$ 30,000 \u65c5\u904a\u91d1<br \/>\n<\/span><\/p><\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog-media-cdn.roo.cash\/blog\/wp-content\/uploads\/2025\/07\/06233825\/%E5%85%83%E5%A4%A7%E8%AD%89%E5%88%B8LOGO.jpg\" height=\"90\"  width=\"225\" alt=\"\u5143\u5927\u8b49\u5238\"><br \/>\n<a href=\"https:\/\/roo.cash\/goto\/1bm4tq\" class=\"roo-button\">\u9ede\u6211\u958b\u6236<\/a><\/td><td class=\"column-2\"><p align=\"left\"><br \/>\n<span style=\"font-size:16px\"><strong>  \ud83d\udcb0 \u9001\u624b\u7e8c\u8cbb\u62b5\u7528\u91d1\u6700\u9ad8<font color=\"#CE0000\"> NT$1,688<\/font>\uff01<\/strong><\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u3010\u65b0\u958b\u6236\u3011\u9818388\u5143\u624b\u7e8c\u8cbb\u62b5\u7528\u91d1\uff0c\u518d\u62bd\u661f\u5b87\u5e03\u62c9\u683c\u6a5f\u7968\u3001\u5168\u53f0\u4e94\u661f\u4f4f\u5bbf\u3001\u4efb\u5929\u58022&amp;Pokemon Pokopia<\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u3010\u53f0\u80a1\u5b9a\u671f\u5b9a\u984d\u3011\u9054\u6210\u4efb\u52d9\u9001600\u5143\u624b\u7e8c\u8cbb\u62b5\u7528\uff01<\/span><br \/>\n<span style=\"font-size:14px\">  \ud83c\udf81 \u3010\u53f0\u80a1ETF\u4ea4\u6613\u3011\u6eff\u984d\u9001\u6700\u9ad8600\u5143\u624b\u7e8c\u8cbb\u62b5\u7528\u91d1 (\u4ea4\u6613=\u300c\u8cb7\u300d\u6216\u300c\u8ce3\u300d\uff0c\u542b\u6574\u5f35\u3001\u96f6\u80a1\u3001\u5b9a\u671f\u5b9a\u984d\uff09<br>\ud83c\udf81 \u3010\u7f8e\u80a1ETF\u4ea4\u6613\u3011\u6eff\u984d\u9001\u6700\u9ad8300\u5143\u624b\u7e8c\u8cbb\u62b5\u7528\u91d1<\/span><\/p><\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td colspan=\"2\" class=\"column-1\"><span style=\"font-size:14px; color:#808080\">\u8b39\u614e\u7406\u8ca1  \u4fe1\u7528\u81f3\u4e0a<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n\n<p><\/p>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1717588768792\"><strong class=\"schema-faq-question\"><strong>CUDA\u662f\u4ec0\u9ebc\uff1f<\/strong><\/strong> <p class=\"schema-faq-answer\">CUDA (Compute Unified Device Architecture) \u662f\u7531 NVIDIA \u516c\u53f8\u958b\u767c\u7684\u904b\u7b97\u5e73\u53f0\u548c\u7a0b\u5f0f\u8a2d\u8a08\u6a21\u578b\u3002\u5b83\u8b93\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u5c07\u8a08\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u4ea4\u7531 GPU \u4f86\u57f7\u884c\uff0c\u5145\u5206\u5229\u7528 GPU \u7684\u9ad8\u5ea6\u5e73\u884c\u904b\u7b97\u80fd\u529b\uff0c\u52a0\u901f\u5404\u7a2e\u8907\u96dc\u7684\u904b\u7b97\u4efb\u52d9\uff0c\u4f8b\u5982\u79d1\u5b78\u8a08\u7b97\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u8cc7\u6599\u5206\u6790\u7b49\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1717588784634\"><strong class=\"schema-faq-question\"><strong>CUDA \u7684\u4f5c\u7528\u70ba\u4f55\uff1f<\/strong><\/strong> <p class=\"schema-faq-answer\">CUDA \u8b93\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u4f7f\u7528 C\/C++ \u7a0b\u5f0f\u8a9e\u8a00\uff0c\u76f4\u63a5\u5b58\u53d6 NVIDIA GPU \u7684\u904b\u7b97\u6838\u5fc3\uff0c\u8b93\u539f\u672c\u9700\u8981\u82b1\u8cbb\u6578\u5929\u624d\u80fd\u5b8c\u6210\u7684\u904b\u7b97\u4efb\u52d9\uff0c\u73fe\u5728\u53ea\u9700\u6578\u5c0f\u6642\u751a\u81f3\u6578\u5206\u9418\u5373\u53ef\u5b8c\u6210\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u904b\u7b97\u6548\u7387\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1717588805266\"><strong class=\"schema-faq-question\"><strong>CUDA \u63a1\u7528\u4ec0\u9ebc\u6a23\u7684\u8a18\u61b6\u9ad4\u7d50\u69cb\uff1f<\/strong><\/strong> <p class=\"schema-faq-answer\">CUDA \u7684\u8a18\u61b6\u9ad4\u7d50\u69cb\u5206\u70ba\u591a\u500b\u5c64\u6b21\uff0c\u5305\u542b\u5168\u5c40\u8a18\u61b6\u9ad4\uff08\u5bb9\u91cf\u5927\uff0c\u4f46\u8a2a\u554f\u901f\u5ea6\u8f03\u6162\uff09\u3001\u5171\u4eab\u8a18\u61b6\u9ad4\uff08\u4f4d\u65bc\u6bcf\u500b\u4e32\u6d41\u591a\u8655\u7406\u5668\u5167\u90e8\uff0c\u5177\u6709\u4f4e\u5ef6\u9072\uff0c\u9ad8\u901f\u8a2a\u554f\uff09\u3001\u5bc4\u5b58\u5668\uff08\u6bcf\u500b\u7dda\u7a0b\u5c08\u6709\u7684\u9ad8\u901f\u5b58\u5132\uff09\u3001\u5e38\u91cf\u8a18\u61b6\u9ad4\u548c\u7d0b\u7406\u8a18\u61b6\u9ad4\uff0c\u4ee5\u5e73\u8861\u5bb9\u91cf\u548c\u8a2a\u554f\u901f\u5ea6\uff0c\u63d0\u5347\u904b\u7b97\u6548\u7387\u3002<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1717588829544\"><strong class=\"schema-faq-question\"><strong>CUDA \u7684\u6280\u8853\u7279\u9ede\u6709\u54ea\u4e9b\uff1f<\/strong><\/strong> <p class=\"schema-faq-answer\">CUDA \u7684\u6280\u8853\u7279\u9ede\u5305\u62ec\u9ad8\u5ea6\u4e26\u884c\u904b\u7b97\uff0c\u8b93 GPU \u80fd\u9ad8\u6548\u8655\u7406\u5927\u91cf\u6578\u64da\uff1b\u6709\u6548\u8a18\u61b6\u9ad4\u7ba1\u7406\uff0c\u652f\u63f4\u591a\u7a2e\u8a18\u61b6\u9ad4\u6a21\u5f0f\uff1bCPU\/GPU\u5354\u4f5c\u7684\u7570\u69cb\u8a08\u7b97\uff0c\u6700\u5927\u5316\u5229\u7528\u7cfb\u7d71\u8cc7\u6e90\uff1b\u4ee5\u53ca\u53ef\u64f4\u5c55\u6027\u5f37\uff0c\u53ef\u8f15\u9b06\u5f9e\u55ae GPU \u64f4\u5c55\u5230\u591a GPU \u96c6\u7fa4\uff0c\u6eff\u8db3\u4e0d\u540c\u898f\u6a21\u7684\u904b\u7b97\u9700\u6c42\uff01<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>\n\n\n\n<p style=\"font-size:30px\"><strong>\u60a8\u53ef\u80fd\u611f\u8208\u8da3\uff1a<\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-roo-cash wp-block-embed-roo-cash\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"BFC7M7wCMp\"><a href=\"https:\/\/roo.cash\/blog\/stock-open-account-recommendation\/\">2024 \u5168\u53f0\u8b49\u5238\u6236\u63a8\u85a6\u300b\u54ea\u5bb6\u8b49\u5238\u6236\u624b\u7e8c\u8cbb\u6700\u4fbf\u5b9c\uff1f\u8b49\u5238\u624b\u7e8c\u8cbb\u3001\u512a\u60e0\u6d3b\u52d5\u7d71\u6574\u4e00\u6b21\u770b\uff01<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"2024 \u5168\u53f0\u8b49\u5238\u6236\u63a8\u85a6\u300b\u54ea\u5bb6\u8b49\u5238\u6236\u624b\u7e8c\u8cbb\u6700\u4fbf\u5b9c\uff1f\u8b49\u5238\u624b\u7e8c\u8cbb\u3001\u512a\u60e0\u6d3b\u52d5\u7d71\u6574\u4e00\u6b21\u770b\uff01 &#8212; \u5c08\u6b04\u6587\u7ae0 - \u888b\u9f20\u91d1\u878d Roo.Cash\" src=\"https:\/\/roo.cash\/blog\/stock-open-account-recommendation\/embed\/#?secret=Ov5aruoYBb#?secret=BFC7M7wCMp\" data-secret=\"BFC7M7wCMp\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-roo-cash wp-block-embed-roo-cash\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"GjbtM6FGiG\"><a href=\"https:\/\/roo.cash\/blog\/gpu-conceptstock-article\/\">GPU \u6982\u5ff5\u80a1\u662f\u4ec0\u9ebc\uff1f\u9ec3\u4ec1\u52db\u5f37\u63a8 \u8f1d\u9054 NIVIDIA \u5f97\u610f\u4e4b\u4f5c\u503c\u5f97\u8cfc\u5165\u55ce\uff1f<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"GPU \u6982\u5ff5\u80a1\u662f\u4ec0\u9ebc\uff1f\u9ec3\u4ec1\u52db\u5f37\u63a8 \u8f1d\u9054 NIVIDIA \u5f97\u610f\u4e4b\u4f5c\u503c\u5f97\u8cfc\u5165\u55ce\uff1f &#8212; \u5c08\u6b04\u6587\u7ae0 - \u888b\u9f20\u91d1\u878d Roo.Cash\" src=\"https:\/\/roo.cash\/blog\/gpu-conceptstock-article\/embed\/#?secret=y4QvGLr0Xw#?secret=GjbtM6FGiG\" data-secret=\"GjbtM6FGiG\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-roo-cash wp-block-embed-roo-cash\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"qeBWizSanb\"><a href=\"https:\/\/roo.cash\/blog\/stock-open-accounts\/\">\u65b0\u624b\u80a1\u7968\u958b\u6236\u600e\u9ebc\u9078\uff1f\u8cb7\u80a1\u5e74\u9f61\u9650\u5236\uff1f2024 \u5168\u53f0\u5238\u5546\u958b\u6236\u689d\u4ef6\u53ca\u4e8b\u524d\u6e96\u5099\u653b\u7565\u5927\u5168<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u65b0\u624b\u80a1\u7968\u958b\u6236\u600e\u9ebc\u9078\uff1f\u8cb7\u80a1\u5e74\u9f61\u9650\u5236\uff1f2024 \u5168\u53f0\u5238\u5546\u958b\u6236\u689d\u4ef6\u53ca\u4e8b\u524d\u6e96\u5099\u653b\u7565\u5927\u5168 &#8212; \u5c08\u6b04\u6587\u7ae0 - \u888b\u9f20\u91d1\u878d Roo.Cash\" src=\"https:\/\/roo.cash\/blog\/stock-open-accounts\/embed\/#?secret=7MsPcTC2fr#?secret=qeBWizSanb\" data-secret=\"qeBWizSanb\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-roo-cash wp-block-embed-roo-cash\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"5cIl8pqFOl\"><a href=\"https:\/\/roo.cash\/blog\/arm-advanced-risc-machine\/\">\u3010\u6700\u65b0\u3011ARM \u67b6\u69cb\u662f\u4ec0\u9ebc\uff1f\u9ad8\u6548\u80fd\u3001\u4f4e\u529f\u8017\uff0c\u806f\u767c\u79d1\u5c07\u63a8ARM\u67b6\u69cb\u8655\u7406\u5668\uff01<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u3010\u6700\u65b0\u3011ARM \u67b6\u69cb\u662f\u4ec0\u9ebc\uff1f\u9ad8\u6548\u80fd\u3001\u4f4e\u529f\u8017\uff0c\u806f\u767c\u79d1\u5c07\u63a8ARM\u67b6\u69cb\u8655\u7406\u5668\uff01 &#8212; \u5c08\u6b04\u6587\u7ae0 - \u888b\u9f20\u91d1\u878d Roo.Cash\" src=\"https:\/\/roo.cash\/blog\/arm-advanced-risc-machine\/embed\/#?secret=mm09KFwSBe#?secret=5cIl8pqFOl\" data-secret=\"5cIl8pqFOl\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" 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