{"id":11234,"date":"2025-07-13T16:18:54","date_gmt":"2025-07-13T08:18:54","guid":{"rendered":"https:\/\/www.taki.com.tw\/blog\/?p=11234"},"modified":"2025-07-13T23:20:26","modified_gmt":"2025-07-13T15:20:26","slug":"cuda-%e6%a0%b8%e5%bf%83%e5%87%bd%e5%bc%8f%e6%80%a7%e8%83%bd%e8%aa%bf%e5%84%aa%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%97%ef%bc%9a%e5%be%9e%e5%8f%83%e6%95%b8%e8%a8%ad%e8%a8%88%e5%88%b0%e4%b8%a6%e8%a1%8c","status":"publish","type":"post","link":"https:\/\/www.taki.com.tw\/blog\/cuda-%e6%a0%b8%e5%bf%83%e5%87%bd%e5%bc%8f%e6%80%a7%e8%83%bd%e8%aa%bf%e5%84%aa%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%97%ef%bc%9a%e5%be%9e%e5%8f%83%e6%95%b8%e8%a8%ad%e8%a8%88%e5%88%b0%e4%b8%a6%e8%a1%8c\/","title":{"rendered":"CUDA \u6838\u5fc3\u51fd\u5f0f\u6027\u80fd\u8abf\u512a\u5b8c\u6574\u6307\u5357\uff1a\u5f9e\u53c3\u6578\u8a2d\u8a08\u5230\u4e26\u884c\u914d\u7f6e"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"11234\" class=\"elementor elementor-11234\" 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eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b886b7c\" data-id=\"b886b7c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-34dc46d elementor-widget elementor-widget-heading\" data-id=\"34dc46d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">CUDA \u512a\u5316<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-345236d elementor-widget elementor-widget-image\" data-id=\"345236d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2025\/07\/cuda-kernel-optimization.jpg\" class=\"attachment-full size-full wp-image-11236\" alt=\"\" srcset=\"https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2025\/07\/cuda-kernel-optimization.jpg.webp 1536w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2025\/07\/cuda-kernel-optimization-300x200.jpg.webp 300w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2025\/07\/cuda-kernel-optimization-1024x683.jpg.webp 1024w, https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2025\/07\/cuda-kernel-optimization-768x512.jpg.webp 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" title=\"CUDA \u6838\u5fc3\u51fd\u5f0f\u6027\u80fd\u8abf\u512a\u5b8c\u6574\u6307\u5357 - TAKI\u5b98\u65b9\u90e8\u843d\u683c\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-90c83a5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"90c83a5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7500389\" data-id=\"7500389\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-84384fc elementor-widget elementor-widget-heading\" data-id=\"84384fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u70ba\u4ec0\u9ebc\u8981\u9032\u884c CUDA \u6838\u5fc3\u6548\u80fd\u8abf\u512a\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-364c36a elementor-widget elementor-widget-text-editor\" data-id=\"364c36a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u5728\u73fe\u4ee3 GPU \u52a0\u901f\u958b\u767c\u4e2d\uff0cCUDA \u6838\u5fc3\uff08kernel\uff09\u51fd\u5f0f\u7684\u8a2d\u8a08\u8207\u57f7\u884c\u6548\u7387\uff0c\u76f4\u63a5\u5f71\u97ff\u6574\u9ad4\u904b\u7b97\u6548\u80fd\u3002\u8a31\u591a\u958b\u767c\u8005\u5728\u521d\u671f\u968e\u6bb5\u8457\u91cd\u529f\u80fd\u5be6\u4f5c\uff0c\u537b\u5bb9\u6613\u5ffd\u7565 kernel function 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elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"260710e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-01cd2d0\" data-id=\"01cd2d0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5388dae elementor-widget elementor-widget-heading\" data-id=\"5388dae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">AI \u4f3a\u670d\u5668\u89e3\u6c7a\u65b9\u6848<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-136e048 elementor-widget elementor-widget-heading\" data-id=\"136e048\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">\u9818\u5148\u7684AI\u7b97\u529b\u670d\u52d9\u5e73\u53f0<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f371d76 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f371d76\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-27445f8\" data-id=\"27445f8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-97f7c28 elementor-cta--skin-cover elementor-cta--valign-middle elementor-bg-transform elementor-bg-transform-zoom-out elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"97f7c28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/ai\u4f3a\u670d\u5668-nvidia-4090gpu\u4f3a\u670d\u5668\/\" target=\"_blank\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2024\/06\/TAKI-AI-server-4090-GPU.jpg);\" role=\"img\" aria-label=\"TAKI AI server 4090 GPU\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tTAKI AI \u4f3a\u670d\u5668\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tNVIDIA 4090 GPU\u4f3a\u670d\u5668\u89e3\u6c7a\u65b9\u6848\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-953cbc4\" data-id=\"953cbc4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c83125 elementor-cta--skin-cover elementor-bg-transform elementor-bg-transform-zoom-out elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"2c83125\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/ai\u4f3a\u670d\u5668-nvidia-t4-gpu\u4f3a\u670d\u5668\/\" target=\"_blank\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2024\/06\/taki-ai-server-t4.jpg);\" role=\"img\" aria-label=\"taki ai server t4\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tTAKI AI \u4f3a\u670d\u5668\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tNVIDIA T4 GPU\u4f3a\u670d\u5668\u89e3\u6c7a\u65b9\u6848\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e048f4b elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e048f4b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-5b14d92\" data-id=\"5b14d92\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5897fdc elementor-cta--skin-cover elementor-cta--valign-middle elementor-bg-transform elementor-bg-transform-zoom-out elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"5897fdc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/ai\u4f3a\u670d\u5668-nvidia-a100gpu\u4f3a\u670d\u5668\/\" target=\"_blank\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2024\/06\/TAKI-ai-server-NVIDIA_H100.jpg);\" role=\"img\" aria-label=\"TAKI ai server NVIDIA H100\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tTAKI AI \u4f3a\u670d\u5668\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tNVIDIA A100 GPU\u89e3\u6c7a\u65b9\u6848\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8cf8411\" data-id=\"8cf8411\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f4e7044 elementor-cta--skin-cover elementor-bg-transform elementor-bg-transform-zoom-out elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"f4e7044\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/ai-\u4f3a\u670d\u5668-nvidia-h100gpu\u4f3a\u670d\u5668\/\" target=\"_blank\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/www.taki.com.tw\/blog\/wp-content\/uploads\/2024\/06\/TAKI-ai-server-NVIDIA_H100.jpg);\" role=\"img\" aria-label=\"TAKI ai server NVIDIA H100\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tTAKI AI \u4f3a\u670d\u5668\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tNVIDIA H100 GPU\u89e3\u6c7a\u65b9\u6848\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31ee5c0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31ee5c0\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a23b95f\" data-id=\"a23b95f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9ea7e45 elementor-widget elementor-widget-heading\" data-id=\"9ea7e45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e00\u3001\u8a8d\u8b58 CUDA \u6838\u5fc3\u7684\u57fa\u672c\u7d50\u69cb<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a38743d elementor-widget elementor-widget-text-editor\" data-id=\"a38743d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u8981\u6709\u6548\u7387\u5730\u8abf\u512a CUDA \u6838\u5fc3\u51fd\u5f0f\uff0c\u6211\u5011\u5148\u8981\u7406\u89e3\u5b83\u7684\u57fa\u672c\u7d44\u6210\u7d50\u69cb\u3002\u5178\u578b\u7684 kernel \u51fd\u5f0f\u901a\u5e38\u5305\u542b\u4ee5\u4e0b\u5e7e\u500b\u5143\u7d20\uff1a<\/p><ul data-spread=\"false\"><li><p>\u51fd\u5f0f\u53c3\u6578\uff08kernel parameters\uff09<\/p><\/li><li><p>\u5340\u57df\u8b8a\u6578\uff08local variables\uff09<\/p><\/li><li><p>\u5171\u7528\u8a18\u61b6\u9ad4\u8207\u540c\u6b65\u63a7\u5236\uff08shared memory &amp; __syncthreads\uff09<\/p><\/li><li><p>\u88dd\u7f6e\u51fd\u5f0f\u547c\u53eb\uff08device function call\uff09<\/p><\/li><li><p>\u63a7\u5236\u6d41\u7a0b\uff08\u5982 if \u689d\u4ef6\u8207 for \u8ff4\u5708\uff09<\/p><\/li><li><p>\u555f\u52d5\u914d\u7f6e\uff1a<code>&lt;&lt;&lt;BlocksNum, ThreadsNumPerBlock&gt;&gt;&gt;<\/code><\/p><\/li><\/ul><p>\u63a5\u4e0b\u4f86\u6211\u5011\u5c31\u4f9d\u5e8f\u62c6\u89e3\u8aaa\u660e\uff0c\u4e26\u642d\u914d\u5be6\u969b\u61c9\u7528\u4e2d\u7684\u512a\u5316\u65b9\u6cd5\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c5f5fc elementor-widget elementor-widget-heading\" data-id=\"6c5f5fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e8c\u3001\u53c3\u6578\u8a2d\u8a08\uff1a\u5c0f\u7d30\u7bc0\u3001\u5927\u6548\u80fd<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61bf7f8 elementor-widget elementor-widget-text-editor\" data-id=\"61bf7f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u512a\u5316 CUDA \u6838\u5fc3\u7684\u7b2c\u4e00\u6b65\u5c31\u662f\u8a2d\u8a08\u597d\u51fd\u5f0f\u53c3\u6578\u3002\u96d6\u7136\u9019\u4e9b\u53c3\u6578\u770b\u4f3c\u7c21\u55ae\uff0c\u4f46\u5b83\u5011\u5c0d\u66ab\u5b58\u5668\u4f7f\u7528\u8207\u8a18\u61b6\u9ad4\u8b80\u53d6\u6548\u7387\u6709\u95dc\u9375\u5f71\u97ff\u3002\u8a2d\u8a08\u5f97\u7576\uff0c\u53ef\u907f\u514d\u6027\u80fd\u74f6\u9838\uff0c\u63d0\u5347\u6574\u9ad4\u57f7\u884c\u901f\u5ea6\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5acc2a6 elementor-widget elementor-widget-heading\" data-id=\"5acc2a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2.1 \u51fd\u5f0f\u53c3\u6578\u6703\u5f71\u97ff\u6548\u80fd\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-352fca9 elementor-widget elementor-widget-text-editor\" data-id=\"352fca9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u4f60\u6c92\u770b\u932f\uff0c<code>__global__<\/code> \u51fd\u5f0f\u7684\u53c3\u6578\u9810\u8a2d\u5132\u5b58\u5728 constant memory \u4e2d\uff0c\u5176\u7e3d\u91cf\u53d7\u5230 4KB \u9650\u5236\u3002\u901a\u5e38\u60c5\u6cc1\u4e0b\uff0c\u82e5\u53c3\u6578\u6578\u91cf\u4e0d\u591a\u3001\u8cc7\u6599\u578b\u5225\u70ba int \u6216 float \u7b49\u57fa\u672c\u985e\u578b\uff0c\u9019\u4e9b\u6703\u76f4\u63a5\u7de9\u5b58\u5728\u66ab\u5b58\u5668\u4e2d\uff0c\u6548\u80fd\u5f88\u597d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f5ba184 elementor-widget elementor-widget-heading\" data-id=\"f5ba184\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2.2 \u82e5\u66ab\u5b58\u5668\u4e0d\u5920\u600e\u9ebc\u8fa6\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c91ef4 elementor-widget elementor-widget-text-editor\" data-id=\"8c91ef4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u4e00\u65e6\u66ab\u5b58\u5668\u7a7a\u9593\u4e0d\u8db3\uff0c\u53c3\u6578\u5c31\u6703\u88ab\u653e\u5230\u8f03\u6162\u7684\u8a18\u61b6\u9ad4\u5340\u57df\uff08\u5982 global memory \u6216 constant memory cache\uff09\uff0c\u9019\u6703\u62c9\u4f4e\u6574\u9ad4\u6548\u80fd\u3002\u56e0\u6b64\uff0c\u5efa\u8b70\u50c5\u50b3\u5165\u5fc5\u8981\u53c3\u6578\uff0c\u6216\u900f\u904e <code>__constant__<\/code> \u5ba3\u544a\u5168\u57df\u8b8a\u6578\u907f\u514d\u50b3\u5165\u904e\u591a\u8cc7\u6599\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3146b3c elementor-widget elementor-widget-heading\" data-id=\"3146b3c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e09\u3001\u5340\u57df\u8b8a\u6578\u7684\u6548\u80fd\u79d8\u5bc6<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09e628a elementor-widget elementor-widget-text-editor\" data-id=\"09e628a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u9019\u4e00\u7bc0\u5c07\u63ed\u9732 CUDA \u5340\u57df\u8b8a\u6578\uff08local variables\uff09\u7684\u6548\u80fd\u5dee\u7570\uff0c\u5f9e\u7c21\u55ae\u8b8a\u6578\u5230\u9663\u5217\u7684\u5132\u5b58\u884c\u70ba\u8207\u5b58\u53d6\u6548\u7387\uff0c\u90fd\u662f\u5f71\u97ff\u57f7\u884c\u901f\u5ea6\u7684\u95dc\u9375\u74b0\u7bc0\u3002\u638c\u63e1\u9019\u4e9b\u7d30\u7bc0\uff0c\u4f60\u7684 kernel \u5c07\u6703\u66f4\u5feb\u901f\u3001\u66f4\u7a69\u5b9a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-547b00a elementor-widget elementor-widget-heading\" data-id=\"547b00a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3.1 \u666e\u901a\u8b8a\u6578\uff1a\u653e\u5728\u66ab\u5b58\u5668\u4e2d\u6700\u5feb<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce5239e elementor-widget elementor-widget-text-editor\" data-id=\"ce5239e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u4e00\u822c\u8b8a\u6578\uff08\u5982 int\u3001float\uff09\u6703\u5b58\u65bc\u66ab\u5b58\u5668\u4e2d\uff0c\u901f\u5ea6\u6700\u5feb\u3002\u4f46\u82e5\u8b8a\u6578\u904e\u591a\u3001\u8d85\u904e\u53ef\u7528\u66ab\u5b58\u5668\u9650\u5236\uff0c\u5c31\u6703\u88ab\u79fb\u81f3 local memory\uff0c\u6548\u80fd\u6703\u660e\u986f\u4e0b\u964d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d28443 elementor-widget elementor-widget-heading\" data-id=\"4d28443\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3.2 \u9663\u5217\u8b8a\u6578\u7684\u4e0d\u540c\u60c5\u6cc1<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e82f8b5 elementor-widget elementor-widget-text-editor\" data-id=\"e82f8b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 3 []\">\u5982\u679c\u4f60\u5728 kernel \u4e2d\u4f7f\u7528\u9663\u5217\u4f5c\u70ba\u5340\u57df\u8b8a\u6578\uff0c\u8a18\u61b6\u9ad4\u4f4d\u7f6e\u8207\u5b58\u53d6\u901f\u5ea6\u6703\u56e0\u4ee5\u4e0b\u5e7e\u7a2e\u60c5\u6cc1\u4e0d\u540c\uff1a<\/p><ul data-spread=\"false\"><li><p><span style=\"color: #3366ff;\"><strong>\u975c\u614b\u7d22\u5f15\uff08\u5982 array[2]\uff09<\/strong>\uff1a<\/span>\u53ef\u512a\u5316\u5230\u66ab\u5b58\u5668\uff0c\u901f\u5ea6\u6975\u5feb\u3002<\/p><\/li><li><p><span style=\"color: #3366ff;\"><strong>\u52d5\u614b\u7d22\u5f15\u4f46\u5b58\u53d6\u6a21\u5f0f\u4e00\u81f4\uff08\u5982 array[i]\uff0ci \u5728\u6bcf\u500b thread \u76f8\u540c\uff09<\/strong>\uff1a<\/span>\u6703\u9032\u5165 Local Memory\uff0c\u4f46\u5feb\u53d6\u53cb\u597d\uff0c\u6548\u80fd\u4e2d\u7b49\u3002<\/p><\/li><li><p><span style=\"color: #3366ff;\"><strong>\u52d5\u614b\u7d22\u5f15\u4e14\u4e0d\u4e00\u81f4\uff08\u5982 array[i]\uff0ci \u5728\u6bcf\u500b thread \u4e0d\u540c\uff09<\/strong>\uff1a<\/span>\u5c07\u5c0e\u81f4\u8a2a\u5b58\u5206\u6b67\uff0c\u6548\u80fd\u6700\u5dee\u3002\u5efa\u8b70\u4f7f\u7528 shared memory \u5132\u5b58\u3002<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-877057e elementor-widget elementor-widget-heading\" data-id=\"877057e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u56db\u3001\u638c\u63e1 Shared Memory \u8207\u540c\u6b65\u63a7\u5236<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-774e16c elementor-widget elementor-widget-text-editor\" data-id=\"774e16c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u638c\u63e1 shared memory \u7684\u4f7f\u7528\uff0c\u5c31\u50cf\u5728\u591a\u57f7\u884c\u7dd2\u7cfb\u7d71\u4e2d\u5b89\u6392\u6709\u6548\u6e9d\u901a\u7684\u7ba1\u9053\u3002\u6b63\u78ba\u4f7f\u7528\u53ef\u5927\u5e45\u6e1b\u5c11\u5168\u57df\u8a18\u61b6\u9ad4\u5b58\u53d6\uff0c\u63d0\u9ad8\u6548\u80fd\uff1b\u4f46\u82e5\u4f7f\u7528\u4e0d\u7576\uff0c\u53cd\u800c\u6703\u9020\u6210\u885d\u7a81\u8207\u5ef6\u9072\u3002\u9019\u4e00\u7bc0\u5c07\u5e36\u4f60\u4e86\u89e3\u5982\u4f55\u6b63\u78ba\u914d\u7f6e shared memory \u4e26\u642d\u914d\u540c\u6b65\u63a7\u5236\uff0c\u63d0\u5347\u6574\u9ad4 kernel \u57f7\u884c\u6548\u7387\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39c693e elementor-widget elementor-widget-heading\" data-id=\"39c693e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4.1 \u4ec0\u9ebc\u662f shared memory\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efcfe70 elementor-widget elementor-widget-text-editor\" data-id=\"efcfe70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Shared memory \u662f\u53ef\u7531\u540c\u4e00\u500b block \u4e2d\u7684\u6240\u6709 threads \u5171\u540c\u8b80\u5beb\u7684\u5340\u57df\uff0c\u5177\u5099\u4f4e\u5ef6\u9072\u3001\u9ad8\u901f\u5ea6\u7684\u7279\u6027\uff0c\u9069\u5408\u8cc7\u6599\u5171\u4eab\u8207\u91cd\u8907\u5b58\u53d6\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-370fb23 elementor-widget elementor-widget-heading\" data-id=\"370fb23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4.2 \u907f\u514d bank conflict<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbf5771 elementor-widget elementor-widget-text-editor\" data-id=\"bbf5771\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Bank conflict \u662f\u4ec0\u9ebc\uff1f\u7c21\u55ae\u4f86\u8aaa\uff0c\u82e5\u591a\u500b threads \u540c\u6642\u5b58\u53d6 shared memory \u4e2d\u7684\u540c\u4e00\u500b bank\uff0c\u5c31\u6703\u7522\u751f\u7b49\u5f85\u8207\u5ef6\u9072\u3002\u4f60\u53ef\u4ee5\u900f\u904e\u8cc7\u6599\u6392\u5217\u6216 padding \u7684\u65b9\u5f0f\u4f86\u907f\u514d\u9019\u7a2e\u885d\u7a81\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39c6c26 elementor-widget elementor-widget-heading\" data-id=\"39c6c26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4.3 \u70ba\u4ec0\u9ebc\u8981\u7528 __syncthreads\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c471304 elementor-widget elementor-widget-text-editor\" data-id=\"c471304\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">shared memory \u662f\u5171\u4eab\u7684\uff0c\u5728\u8b80\u5beb\u4e4b\u9593\u6211\u5011\u5fc5\u9808\u78ba\u4fdd\u6240\u6709 threads \u90fd\u5b8c\u6210\u4e86\u524d\u4e00\u8f2a\u64cd\u4f5c\u3002\u9019\u6642\u5019\u5c31\u5fc5\u9808\u52a0\u5165 <code>__syncthreads()<\/code>\uff0c\u78ba\u4fdd\u540c\u6b65\u3002\u4f46\u8acb\u6ce8\u610f\uff0c\u904e\u591a\u4f7f\u7528\u4e5f\u6703\u9020\u6210\u57f7\u884c\u5ef6\u9072\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffc223f elementor-widget elementor-widget-heading\" data-id=\"ffc223f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e94\u3001Device Function \u7684\u512a\u5316\u6280\u5de7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1806bd0 elementor-widget elementor-widget-text-editor\" data-id=\"1806bd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u5728\u5927\u578b kernel \u51fd\u5f0f\u4e2d\uff0c\u6211\u5011\u5e38\u6703\u5c07\u91cd\u8907\u57f7\u884c\u7684\u908f\u8f2f\u5c01\u88dd\u6210 device function\uff0c\u4ee5\u63d0\u9ad8\u53ef\u8b80\u6027\u8207\u7dad\u8b77\u6027\u3002\u7136\u800c\u9019\u4e9b\u5c0f\u51fd\u5f0f\u662f\u5426\u6703\u5f71\u97ff\u6548\u80fd\uff1f\u5982\u4f55\u6b63\u78ba\u5730 inline\uff0c\u907f\u514d function call overhead\uff1f\u9019\u4e00\u7bc0\u5c07\u5e36\u4f60\u91d0\u6e05\u9019\u4e9b\u89c0\u5ff5\uff0c\u4e26\u5206\u4eab\u5be6\u52d9\u4e0a\u7684\u8abf\u512a\u5efa\u8b70\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7cdcca elementor-widget elementor-widget-heading\" data-id=\"f7cdcca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5.1 \u81ea\u52d5 inline \u662f\u597d\u4e8b\u55ce\uff1f<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09d49d7 elementor-widget elementor-widget-text-editor\" data-id=\"09d49d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">CUDA \u7de8\u8b6f\u5668\u6703\u81ea\u52d5\u9078\u64c7\u662f\u5426\u5c07 device function inline\uff0c\u5927\u591a\u6578\u60c5\u6cc1\u9019\u662f\u6709\u5229\u7684\uff0c\u56e0\u70ba\u6e1b\u5c11\u4e86\u547c\u53eb\u958b\u92b7\u3002\u82e5\u4f60\u78ba\u5b9a\u9019\u6bb5 function \u975e\u5e38\u7c21\u55ae\u3001\u9ad8\u983b\u7387\u4f7f\u7528\uff0c\u53ef\u52a0\u5165 <code>__forceinline__<\/code> \u9032\u4e00\u6b65\u63d0\u5347\u6548\u80fd\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87f062c elementor-widget elementor-widget-heading\" data-id=\"87f062c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u516d\u3001\u689d\u4ef6\u8207\u8ff4\u5708\uff1a\u8b93\u6548\u80fd\u4e0d\u518d\u5206\u6b67<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0c03d0 elementor-widget elementor-widget-text-editor\" data-id=\"d0c03d0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u689d\u4ef6\u5224\u65b7\u8207\u8ff4\u5708\u770b\u4f3c\u7c21\u55ae\uff0c\u537b\u662f CUDA \u6548\u80fd\u74f6\u9838\u7684\u5e38\u898b\u4f86\u6e90\u3002\u5c24\u5176\u5728 warp \u4e2d\u7522\u751f\u5206\u6b67\uff08divergence\uff09\uff0c\u6703\u8b93\u539f\u672c\u53ef\u4ee5\u5e73\u884c\u57f7\u884c\u7684 thread \u88ab\u8feb\u7b49\u5f85\u5f7c\u6b64\uff0c\u5c0e\u81f4\u6548\u7387\u9a5f\u964d\u3002\u9019\u4e00\u7bc0\u5c07\u8aaa\u660e\u5982\u4f55\u5584\u7528\u6a21\u677f\u8207\u8ff4\u5708\u5c55\u958b\u6280\u5de7\uff0c\u8b93\u689d\u4ef6\u8207\u8ff4\u5708\u4e0d\u518d\u6210\u70ba\u4f60\u7684\u6548\u80fd\u6bba\u624b\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2d4ef7 elementor-widget elementor-widget-heading\" data-id=\"f2d4ef7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">6.1 \u907f\u514d\u5206\u652f\u5206\u6b67\uff08Warp Divergence\uff09<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4181ef elementor-widget elementor-widget-text-editor\" data-id=\"d4181ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u7576\u540c\u4e00\u500b warp\uff08\u901a\u5e38 32 \u500b thread\uff09\u5167\u7684 thread \u9032\u5165\u4e0d\u540c\u7684 if \u5206\u652f\u6642\uff0c\u6703\u5c0e\u81f4\u9806\u5e8f\u57f7\u884c\u3001\u6548\u80fd\u964d\u4f4e\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3df21c8 elementor-widget elementor-widget-heading\" data-id=\"3df21c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">6.2 \u4f7f\u7528\u6a21\u677f\u53c3\u6578\u53d6\u4ee3 if \u689d\u4ef6<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48d989a elementor-widget elementor-widget-text-editor\" data-id=\"48d989a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u5982\u679c if \u689d\u4ef6\u5728 kernel \u555f\u52d5\u524d\u5df2\u77e5\uff0c\u53ef\u900f\u904e\u6a21\u677f\u53c3\u6578\u5c07\u689d\u4ef6\u7de8\u8b6f\u9032\u53bb\uff0c\u8b93\u7de8\u8b6f\u5668\u5b8c\u5168\u79fb\u9664\u4e0d\u5fc5\u8981\u7684\u908f\u8f2f\u5206\u652f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e129b5 elementor-widget elementor-widget-heading\" data-id=\"3e129b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">6.3 \u5c55\u958b\u56fa\u5b9a\u8ff4\u5708<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e550d6 elementor-widget elementor-widget-text-editor\" data-id=\"7e550d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u7576\u8ff4\u5708\u6b21\u6578\u56fa\u5b9a\uff0c\u4f8b\u5982\u5f9e 0 \u5230 5\uff0c\u4f60\u53ef\u4ee5\u52a0\u4e0a <code>#pragma unroll<\/code>\uff0c\u8b93\u7de8\u8b6f\u5668\u5c55\u958b\u6574\u6bb5\u8ff4\u5708\uff0c\u6e1b\u5c11\u63a7\u5236\u6d41\u958b\u92b7\uff0c\u63d0\u5347\u6548\u80fd\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f0aeb1 elementor-widget elementor-widget-heading\" data-id=\"4f0aeb1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e03\u3001Thread \u8207 Block \u6578\u91cf\u8a72\u600e\u9ebc\u914d\u7f6e\uff1f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b4766a elementor-widget elementor-widget-text-editor\" data-id=\"8b4766a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u9078\u64c7\u9069\u7576\u7684 Thread \u8207 Block \u6578\u91cf\uff0c\u662f\u63d0\u5347 CUDA \u6838\u5fc3\u6548\u80fd\u7684\u95dc\u9375\u4e4b\u4e00\u3002\u9019\u4e9b\u6578\u503c\u4e0d\u50c5\u5f71\u97ff\u786c\u9ad4\u8cc7\u6e90\u4f7f\u7528\u6548\u7387\uff0c\u4e5f\u95dc\u4fc2\u5230\u8a18\u61b6\u9ad4\u541e\u5410\u91cf\u8207\u4f54\u7528\u7387\uff08occupancy\uff09\u3002\u672c\u7bc0\u5c07\u8aaa\u660e\u57fa\u672c\u539f\u5247\u8207\u5e38\u898b\u914d\u7f6e\u7b56\u7565\uff0c\u8b93\u4f60\u5feb\u901f\u638c\u63e1\u8a2d\u5b9a\u908f\u8f2f\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11f0981 elementor-widget elementor-widget-heading\" data-id=\"11f0981\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">7.1 \u8a18\u4f4f\u57fa\u672c\u539f\u5247<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c95a34a elementor-widget elementor-widget-text-editor\" data-id=\"c95a34a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul data-spread=\"false\" data-pm-slice=\"3 3 []\"><li><p>\u6bcf\u500b block \u6700\u591a thread \u6578\uff1a\u8996\u786c\u9ad4\u800c\u5b9a\uff0c\u4f8b\u5982 RTX 4090 \u652f\u63f4 1024\u3002<\/p><\/li><li><p>Block \u6578\uff08BlocksNum\uff09\uff1a\u5efa\u8b70\u4f9d\u64da\u8cc7\u6599\u7e3d\u91cf\u8207\u4f54\u7528\u7387\u52d5\u614b\u8abf\u6574\u3002<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-775a9af elementor-widget elementor-widget-heading\" data-id=\"775a9af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">7.2 \u5e38\u898b\u516c\u5f0f\u8207\u5de5\u5177<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d22d098 elementor-widget elementor-widget-text-editor\" data-id=\"d22d098\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul data-spread=\"false\" data-pm-slice=\"3 3 []\"><li><p>\u5efa\u8b70\u503c\uff1a<code>ThreadsPerBlock = 256 ~ 1024<\/code><\/p><\/li><li><p>Block \u6578\uff1a<code>ceil(\u7e3d\u8cc7\u6599\u7b46\u6578 \/ ThreadsPerBlock)<\/code><\/p><\/li><li><p>\u53ef\u4f7f\u7528 <code>cudaOccupancyMaxPotentialBlockSize()<\/code> \u5354\u52a9\u63a8\u4f30\u6700\u4f73\u7d44\u5408\u3002<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20a95a1 elementor-widget elementor-widget-heading\" data-id=\"20a95a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u516b\u3001\u7e3d\u6574\u7406\uff1a\u8abf\u512a\u7684\u516d\u5927\u8981\u9ede<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10cbddb elementor-widget elementor-widget-text-editor\" data-id=\"10cbddb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol start=\"1\" data-spread=\"false\" data-pm-slice=\"3 3 []\"><li><p>\u7cbe\u7c21\u51fd\u5f0f\u53c3\u6578\u8a2d\u8a08\uff0c\u907f\u514d\u8a18\u61b6\u9ad4\u6ea2\u4f4d<\/p><\/li><li><p>\u63a7\u5236\u66ab\u5b58\u5668\u4f7f\u7528\u91cf\uff0c\u6e1b\u5c11 local memory \u4f9d\u8cf4<\/p><\/li><li><p>\u5584\u7528 shared memory \u4e26\u907f\u514d bank conflict<\/p><\/li><li><p>\u5408\u7406\u5167\u806f device function\uff0c\u63d0\u5347\u57f7\u884c\u6548\u7387<\/p><\/li><li><p>\u6e1b\u5c11 if \u8207 loop \u9020\u6210\u7684\u57f7\u884c\u5206\u6b67<\/p><\/li><li><p>Threads \/ Blocks \u7d44\u5408\u900f\u904e\u5de5\u5177\u9a57\u8b49\u8abf\u6574<\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c905563 elementor-widget elementor-widget-heading\" data-id=\"c905563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4e5d\u3001\u5e38\u898b\u554f\u984c FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7814472 elementor-widget elementor-widget-accordion\" data-id=\"7814472\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1251\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1251\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">CUDA \u6838\u5fc3\u51fd\u5f0f\u8abf\u512a\u7684\u7b2c\u4e00\u6b65\u662f\u4ec0\u9ebc\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1251\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1251\"><p>\u5efa\u8b70\u5f9e\u51fd\u5f0f\u53c3\u6578\u8207\u8b8a\u6578\u7684\u66ab\u5b58\u5668\u914d\u7f6e\u958b\u59cb\u512a\u5316\uff0c\u56e0\u70ba\u9019\u4e9b\u7d30\u7bc0\u76f4\u63a5\u5f71\u97ff\u57f7\u884c\u901f\u5ea6\u8207\u8a18\u61b6\u9ad4\u4f7f\u7528\u6548\u7387\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1252\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1252\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">\u5982\u4f55\u907f\u514d shared memory \u7684 bank conflict\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1252\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1252\"><p>\u53ef\u900f\u904e\u8cc7\u6599\u91cd\u6392\u8207\u52a0 padding \u7684\u65b9\u5f0f\uff0c\u8b93 threads \u5b58\u53d6\u7684\u8a18\u61b6\u9ad4\u4f4d\u5740\u5206\u6563\u65bc\u4e0d\u540c banks \u4e0a\uff0c\u907f\u514d\u5b58\u53d6\u885d\u7a81\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1253\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1253\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">ThreadsPerBlock \u61c9\u8a72\u8a2d\u591a\u5c11\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1253\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1253\"><p>\u4e00\u822c\u5efa\u8b70\u8a2d\u70ba 256 \u6216 512\uff0c\u6839\u64da\u786c\u9ad4\u652f\u63f4\u5ea6\u8207 kernel \u7684\u904b\u7b97\u5bc6\u96c6\u5ea6\u4f86\u8abf\u6574\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1254\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1254\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-caret-square-down\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-caret-square-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">\u4f7f\u7528 __syncthreads \u6709\u4ec0\u9ebc\u6ce8\u610f\u4e8b\u9805\uff1f<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1254\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1254\"><p>\u904e\u5ea6\u4f7f\u7528\u6703\u9020\u6210\u7b49\u5f85\u5ef6\u9072\uff0c\u4f46\u82e5\u6c92\u6709\u4f7f\u7528\u53ef\u80fd\u5c0e\u81f4 race condition\uff0c\u9700\u8996\u60c5\u6cc1\u5e73\u8861\u4f7f\u7528\u3002<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"CUDA \\u6838\\u5fc3\\u51fd\\u5f0f\\u8abf\\u512a\\u7684\\u7b2c\\u4e00\\u6b65\\u662f\\u4ec0\\u9ebc\\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>\\u5efa\\u8b70\\u5f9e\\u51fd\\u5f0f\\u53c3\\u6578\\u8207\\u8b8a\\u6578\\u7684\\u66ab\\u5b58\\u5668\\u914d\\u7f6e\\u958b\\u59cb\\u512a\\u5316\\uff0c\\u56e0\\u70ba\\u9019\\u4e9b\\u7d30\\u7bc0\\u76f4\\u63a5\\u5f71\\u97ff\\u57f7\\u884c\\u901f\\u5ea6\\u8207\\u8a18\\u61b6\\u9ad4\\u4f7f\\u7528\\u6548\\u7387\\u3002<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"\\u5982\\u4f55\\u907f\\u514d shared memory \\u7684 bank conflict\\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>\\u53ef\\u900f\\u904e\\u8cc7\\u6599\\u91cd\\u6392\\u8207\\u52a0 padding \\u7684\\u65b9\\u5f0f\\uff0c\\u8b93 threads \\u5b58\\u53d6\\u7684\\u8a18\\u61b6\\u9ad4\\u4f4d\\u5740\\u5206\\u6563\\u65bc\\u4e0d\\u540c banks \\u4e0a\\uff0c\\u907f\\u514d\\u5b58\\u53d6\\u885d\\u7a81\\u3002<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"ThreadsPerBlock \\u61c9\\u8a72\\u8a2d\\u591a\\u5c11\\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>\\u4e00\\u822c\\u5efa\\u8b70\\u8a2d\\u70ba 256 \\u6216 512\\uff0c\\u6839\\u64da\\u786c\\u9ad4\\u652f\\u63f4\\u5ea6\\u8207 kernel \\u7684\\u904b\\u7b97\\u5bc6\\u96c6\\u5ea6\\u4f86\\u8abf\\u6574\\u3002<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"\\u4f7f\\u7528 __syncthreads \\u6709\\u4ec0\\u9ebc\\u6ce8\\u610f\\u4e8b\\u9805\\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>\\u904e\\u5ea6\\u4f7f\\u7528\\u6703\\u9020\\u6210\\u7b49\\u5f85\\u5ef6\\u9072\\uff0c\\u4f46\\u82e5\\u6c92\\u6709\\u4f7f\\u7528\\u53ef\\u80fd\\u5c0e\\u81f4 race condition\\uff0c\\u9700\\u8996\\u60c5\\u6cc1\\u5e73\\u8861\\u4f7f\\u7528\\u3002<\\\/p>\"}}]}<\/script>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-abd06ce elementor-widget elementor-widget-heading\" data-id=\"abd06ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7d50\u8ad6\uff1aCUDA \u8abf\u512a\u662f\u79d1\u5b78\u4e5f\u662f\u85dd\u8853<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-409343b elementor-widget elementor-widget-text-editor\" data-id=\"409343b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u6548\u80fd\u512a\u5316\u4e0d\u662f\u4e00\u8e74\u53ef\u5e7e\uff0c\u800c\u662f\u96a8\u8457\u6f14\u7b97\u6cd5\u3001\u8cc7\u6599\u91cf\u8207\u786c\u9ad4\u4e0d\u65b7\u8abf\u6574\u7684\u904e\u7a0b\u3002\u672c\u6587\u5f9e\u53c3\u6578\u3001\u8b8a\u6578\u3001\u8a18\u61b6\u9ad4\u914d\u7f6e\u5230\u57f7\u884c\u914d\u7f6e\uff0c\u9010\u6b65\u5e36\u4f60\u5efa\u7acb\u4e00\u5957\u6709\u7cfb\u7d71\u7684\u8abf\u512a\u908f\u8f2f\u3002<\/p><p>\u900f\u904e\u5be6\u4f5c\u8207\u5de5\u5177\u5206\u6790\uff0c\u5982 NVIDIA NSight\u3001CUDA profiler \u7b49\uff0c\u4f60\u5c07\u80fd\u66f4\u81ea\u4fe1\u5730\u6253\u9020\u9ad8\u6548\u80fd\u7684 GPU \u61c9\u7528\uff0c\u4e5f\u8b93 CUDA \u6210\u70ba\u4f60\u89e3\u6c7a\u8907\u96dc\u904b\u7b97\u554f\u984c\u7684\u6709\u529b\u6b66\u5668\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9c8be29 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9c8be29\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-53a67d4\" data-id=\"53a67d4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3e099fe elementor-widget elementor-widget-heading\" data-id=\"3e099fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5ef6\u4f38\u95b1\u8b80\u8207\u8cc7\u6e90\u63a8\u85a6<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6984000 elementor-widget elementor-widget-text-editor\" data-id=\"6984000\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">\u4ee5\u4e0b\u662f\u5e7e\u500b\u63a8\u85a6\u7684 CUDA \u6700\u4f73\u5316\u8cc7\u6e90\u8207\u9032\u4e00\u6b65\u5b78\u7fd2\u6750\u6599\uff1a<\/p>\n<ul>\n<li class=\"entry-title title\"><span style=\"color: #3366ff;\"><strong><a style=\"color: #3366ff;\" title=\"CUDA\u7a0b\u5f0f\u8abf\u512a\u6307\u5357\uff08\u4e00\uff09\uff1aGPU \u786c\u9ad4\" href=\"\/blog\/cuda%e7%a8%8b%e5%bc%8f%e8%aa%bf%e5%84%aa%e6%8c%87%e5%8d%97-gpu-%e7%a1%ac%e9%ab%94\/\" target=\"_blank\" rel=\"nofollow noopener\">CUDA\u7a0b\u5f0f\u8abf\u512a\u6307\u5357\uff08\u4e00\uff09\uff1aGPU \u786c\u9ad4<\/a><\/strong><\/span><\/li>\n<li class=\"entry-title title\"><strong><a style=\"color: #3366ff;\" title=\"CUDA \u6838\u5fc3\u51fd\u5f0f\u6027\u80fd\u8abf\u512a\u5b8c\u6574\u6307\u5357\uff1a\u5f9e\u53c3\u6578\u8a2d\u8a08\u5230\u4e26\u884c\u914d\u7f6e\" href=\"\/blog\/cuda-\u6838\u5fc3\u51fd\u5f0f\u6027\u80fd\u8abf\u512a\u5b8c\u6574\u6307\u5357\uff1a\u5f9e\u53c3\u6578\u8a2d\u8a08\u5230\u4e26\u884c\/\" target=\"_blank\" rel=\"nofollow noopener\">CUDA \u6838\u5fc3\u51fd\u5f0f\u6027\u80fd\u8abf\u512a\u5b8c\u6574\u6307\u5357\uff1a\u5f9e\u53c3\u6578\u8a2d\u8a08\u5230\u4e26\u884c\u914d\u7f6e<\/a><\/strong><\/li>\n<li class=\"entry-title title\"><strong><a title=\"CUDA \u7a0b\u5f0f\u8abf\u512a\uff08\u4e09\uff09\uff1a\u6700\u4f73\u5316 Block \u8207 Thread \u914d\u7f6e\u7684\u5b8c\u6574\u6307\u5357\" href=\"\/blog\/cuda-\u7a0b\u5f0f\u8abf\u512a\uff08\u4e09\uff09\uff1a\u6700\u4f73\u5316-block-\u8207-thread-\u914d\u7f6e\u7684\u5b8c\u6574\u6307\u5357\/\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"color: #3366ff;\">CUDA \u7a0b\u5f0f\u8abf\u512a\uff08\u4e09\uff09\uff1a\u6700\u4f73\u5316 Block \u8207 Thread \u914d\u7f6e\u7684\u5b8c\u6574\u6307\u5357<\/span><\/a><\/strong><br \/>\u00a0<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c937a53 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c937a53\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-21088f3\" data-id=\"21088f3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68a6fb0 elementor-widget elementor-widget-heading\" data-id=\"68a6fb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u95dc\u65bc TAKI Cloud<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-256368d elementor-widget elementor-widget-text-editor\" data-id=\"256368d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>TAKI Cloud \u63d0\u4f9b\u5c08\u696d\u7684 AI \u4f3a\u670d\u5668\u79df\u7528\u3001GPU \u96f2\u7aef\u904b\u7b97\u4e26\u5c08\u6ce8\u65bcAI\u4f3a\u670d\u5668\u8207GPU\u96f2\u7aef\u670d\u52d9\uff0c\u63d0\u4f9b\u7b26\u5408\u570b\u969b\u6a19\u6e96\u7684\u4e2d\u83ef\u96fb\u4fe1 IDC \u6a5f\u623f\u8207 24 \u5c0f\u6642\u6280\u8853\u652f\u63f4\uff0c\u5354\u52a9\u570b\u5167\u5916 AI \u5718\u968a\u5feb\u901f\u5e03\u7f72\u6700\u65b0\u5927\u6a21\u578b\uff0c\u5177\u5099\u591a\u5e74 A100 \/ H100 \u74b0\u5883\u7ba1\u7406\u8207\u652f\u63f4\u7d93\u9a57\u3002<\/p><p>\u5b98\u65b9\u7db2\u7ad9\uff1a<a href=\"https:\/\/www.taki.com.tw\" target=\"_blank\" rel=\"noopener\">www.taki.com.tw<\/a><\/p><hr \/><p><span style=\"color: #3366ff;\"><strong>\u672c\u6587\u4f5c\u8005\uff1a\u5f35\u4eae<\/strong><\/span><br \/>TAKI Cloud \u8cc7\u6df1\u7cfb\u7d71\u67b6\u69cb\u5e2b\uff0c\u5c08\u7cbe\u65bc AI \u904b\u7b97\u512a\u5316\u3001CUDA \u8abf\u6821\u8207\u9ad8\u6548\u80fd GPU \u53e2\u96c6\u67b6\u69cb\uff0c\u64c1\u6709 10 \u5e74\u4ee5\u4e0a\u7d93\u9a57\uff0c\u66fe\u5354\u52a9\u591a\u5bb6 AI \u65b0\u5275\u5b8c\u6210\u6a21\u578b\u52a0\u901f\u5c08\u6848\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f3ae988 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f3ae988\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1ac1c11\" data-id=\"1ac1c11\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dcb0706 elementor-widget elementor-widget-heading\" data-id=\"dcb0706\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">RTX - 3090 GPU \u4e3b\u6a5f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2816c2 elementor-widget elementor-widget-text-editor\" data-id=\"d2816c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8996\u983b\u6e32\u67d3\u3001\u79d1\u5b78\u6a21\u64ec\u548c\u6a5f\u5668\u5b78\u7fd2<br \/><strong style=\"color: #c00;\">\u652f\u63f4 DeepSeek-R1 32B<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cbd0e6 elementor-widget elementor-widget-heading\" data-id=\"3cbd0e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5be6\u4f8b<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b50788b elementor-widget elementor-widget-heading\" data-id=\"b50788b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">8\u5361 NVIDIA RTX-4090 24G<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ae6f30 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0ae6f30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-954e465 elementor-widget elementor-widget-heading\" data-id=\"954e465\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u6578\u91cf<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bb309e elementor-widget elementor-widget-heading\" data-id=\"6bb309e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81e3f6f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"81e3f6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fab4462 elementor-widget elementor-widget-heading\" data-id=\"fab4462\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><strong>\u5168\u53f0\u552f\u4e00\u63d0\u4f9b\u9ad8\u968e AI \/ GPU \u4e3b\u6a5f\u79df\u7528<\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e39fdd3 elementor-widget elementor-widget-heading\" data-id=\"e39fdd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><strong style=\"color: #c00\">\u50f9\u683c\u6bba\u5f88\u5927 \/ \u91cf\u5927\u53ef\u8ac7 <\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98529f0 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"98529f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/gpu-dedicated-server\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4e86\u89e3\u66f4\u591a<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-697f482\" data-id=\"697f482\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71ae930 elementor-widget elementor-widget-heading\" data-id=\"71ae930\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">RTX - 4090 GPU \u4e3b\u6a5f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22a91a7 elementor-widget elementor-widget-text-editor\" data-id=\"22a91a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8996\u983b\u6e32\u67d3\u3001\u79d1\u5b78\u6a21\u64ec\u548c\u6a5f\u5668\u5b78\u7fd2<br \/><strong style=\"color: #c00;\">\u652f\u63f4 DeepSeek-R1 70B<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9db0cd9 elementor-widget elementor-widget-heading\" data-id=\"9db0cd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5be6\u4f8b<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22c6e13 elementor-widget elementor-widget-heading\" data-id=\"22c6e13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">8\u5361 NVIDIA RTX-4090 24G<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8053ae7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"8053ae7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b659542 elementor-widget elementor-widget-heading\" data-id=\"b659542\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u6578\u91cf  <strong style=\"color: #C00\">\u5eab\u5b58\u7dca\u5f35\uff0c\u6b32\u79df\u5f9e\u901f<\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b43c35 elementor-widget elementor-widget-heading\" data-id=\"9b43c35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f60fa7b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f60fa7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea777f0 elementor-widget elementor-widget-heading\" data-id=\"ea777f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><strong>\u5168\u53f0\u552f\u4e00\u63d0\u4f9b\u9ad8\u968e AI \/ GPU \u4e3b\u6a5f\u79df\u7528<\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed721de elementor-widget elementor-widget-heading\" data-id=\"ed721de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><strong style=\"color: #c00\">\u50f9\u683c\u6bba\u5f88\u5927 \/ \u91cf\u5927\u53ef\u8ac7 <\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0f211a elementor-align-center elementor-widget elementor-widget-button\" data-id=\"d0f211a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/gpu-dedicated-server\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4e86\u89e3\u66f4\u591a<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9123455\" data-id=\"9123455\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf4cb51 elementor-widget elementor-widget-heading\" data-id=\"cf4cb51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">HGX H100 GPU \u4e3b\u6a5f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c45c0f3 elementor-widget elementor-widget-text-editor\" data-id=\"c45c0f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u8996\u983b\u6e32\u67d3\u3001\u79d1\u5b78\u6a21\u64ec\u548c\u6a5f\u5668\u5b78\u7fd2<br \/><span style=\"color: #c00;\"><strong>\u652f\u63f4 DeepSeek-R1 671B \u6eff\u8840\u7248<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b620b2 elementor-widget elementor-widget-heading\" data-id=\"9b620b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5be6\u4f8b<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38fb742 elementor-widget elementor-widget-heading\" data-id=\"38fb742\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">8\u9846 NVIDIA HGX H100 80G<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f1fd4c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9f1fd4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fc0d27 elementor-widget elementor-widget-heading\" data-id=\"9fc0d27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u6578\u91cf <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4d37fa elementor-widget elementor-widget-heading\" data-id=\"d4d37fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ffb26a elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1ffb26a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61a9ab5 elementor-widget elementor-widget-heading\" data-id=\"61a9ab5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><strong>\u5168\u53f0\u552f\u4e00\u63d0\u4f9b\u9ad8\u968e AI \/ GPU \u4e3b\u6a5f\u79df\u7528<\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94f04dd elementor-widget elementor-widget-heading\" data-id=\"94f04dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><strong style=\"color: #c00\">\u50f9\u683c\u6bba\u5f88\u5927 \/ \u91cf\u5927\u53ef\u8ac7 <\/strong><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75883f0 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"75883f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/gpu-dedicated-server\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4e86\u89e3\u66f4\u591a<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u5728\u73fe\u4ee3 GPU \u52a0\u901f\u958b\u767c\u4e2d\uff0cCUDA \u6838\u5fc3\uff08kernel\uff09\u51fd\u5f0f\u7684\u8a2d\u8a08\u8207\u57f7\u884c\u6548\u7387\uff0c\u76f4\u63a5\u5f71\u97ff\u6574\u9ad4\u904b\u7b97\u6548\u80fd\u3002\u8a31\u591a\u958b\u767c\u8005\u5728\u521d\u671f\u968e\u6bb5\u8457\u91cd\u529f\u80fd\u5be6\u4f5c\uff0c\u537b\u5bb9\u6613\u5ffd\u7565 kernel function \u7684\u8a18\u61b6\u9ad4\u914d\u7f6e\u3001\u6307\u4ee4\u57f7\u884c\u9806\u5e8f\u8207\u4f48\u5c40\u5c0d\u6548\u80fd\u7684\u6df1\u9060\u5f71\u97ff\u3002<\/p>\n","protected":false},"author":1,"featured_media":11236,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[666,8,194,566,136],"tags":[800,802,801,798,796,795,797,799],"class_list":["post-11234","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu-","category-linux-teaching","category-product-development","category-popular-articles","category-cloud-industry-insights","tag-cuda-","tag-gpu-","tag-shared-memory-","tag-thread-"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"CUDA \u512a\u5316 - \u5b78\u6703\u5982\u4f55\u512a\u5316 CUDA kernel\uff0c\u5f37\u5316 shared memory \u4f7f\u7528\u3001\u6d88\u9664 warp 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