{"id":33335,"date":"2024-10-18T11:10:06","date_gmt":"2024-10-18T03:10:06","guid":{"rendered":"https:\/\/17aitech.com\/?p=33335"},"modified":"2024-11-29T18:15:38","modified_gmt":"2024-11-29T10:15:38","slug":"%e3%80%90%e9%87%8d%e6%8b%be%e6%95%b0%e5%ad%a6%e7%9f%a5%e8%af%86%e3%80%91%e7%9f%a2%e9%87%8f%e7%9a%84%e7%82%b9%e4%b9%98%e5%92%8c%e5%8f%89%e4%b9%98","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=33335","title":{"rendered":"\u3010\u91cd\u62fe\u6570\u5b66\u77e5\u8bc6\u3011\u77e2\u91cf\u7684\u70b9\u4e58\u548c\u53c9\u4e58"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" 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class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/17aitech.com\/?p=33335\/#Python%E4%BB%A3%E7%A0%81%E5%AE%9E%E7%8E%B0\" >Python\u4ee3\u7801\u5b9e\u73b0<\/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:\/\/17aitech.com\/?p=33335\/#%E4%BD%BF%E7%94%A8NumPy%E5%AE%9E%E7%8E%B0\" >\u4f7f\u7528NumPy\u5b9e\u73b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/17aitech.com\/?p=33335\/#%E4%BD%BF%E7%94%A8PyTorch%E5%AE%9E%E7%8E%B0\" >\u4f7f\u7528PyTorch\u5b9e\u73b0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/17aitech.com\/?p=33335\/#%E5%86%85%E5%AE%B9%E5%B0%8F%E7%BB%93\" >\u5185\u5bb9\u5c0f\u7ed3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/17aitech.com\/?p=33335\/#%E5%8F%82%E8%80%83%E8%B5%84%E6%96%99\" >\u53c2\u8003\u8d44\u6599<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"%E3%80%90%E9%87%8D%E6%8B%BE%E6%95%B0%E5%AD%A6%E7%9F%A5%E8%AF%86%E3%80%91%E7%9F%A2%E9%87%8F%E7%9A%84%E7%82%B9%E4%B9%98%E5%92%8C%E5%8F%89%E4%B9%98\"><\/span>\u3010\u91cd\u62fe\u6570\u5b66\u77e5\u8bc6\u3011\u77e2\u91cf\u7684\u70b9\u4e58\u548c\u53c9\u4e58<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2><span class=\"ez-toc-section\" id=\"%E5%89%8D%E8%A8%80\"><\/span>\u524d\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u79d1\u5b66\u4e0e\u5de5\u7a0b\u4e2d\uff0c\u6570\u5b66\u662f\u7406\u89e3\u548c\u89e3\u51b3\u95ee\u9898\u7684\u57fa\u7840\u3002\u77e2\u91cf\u4f5c\u4e3a\u4e00\u79cd\u91cd\u8981\u7684\u6570\u5b66\u5de5\u5177\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7269\u7406\u3001\u8ba1\u7b97\u673a\u79d1\u5b66\u548c\u5de5\u7a0b\u7b49\u9886\u57df\u3002\u672c\u6587\u5c06\u63a2\u8ba8\u77e2\u91cf\u7684\u4e24\u79cd\u57fa\u672c\u8fd0\u7b97\uff1a\u70b9\u4e58\u548c\u53c9\u4e58\uff0c\u5e76\u63d0\u4f9bPython\u4ee3\u7801\u793a\u4f8b\uff0c\u5e2e\u52a9\u8bfb\u8005\u66f4\u597d\u5730\u7406\u89e3\u8fd9\u4e9b\u6982\u5ff5\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF%E7%82%B9%E4%B9%98\"><\/span>\u4ec0\u4e48\u662f\u70b9\u4e58<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u70b9\u4e58\uff08\u53c8\u79f0\u5185\u79ef\uff09\u662f\u4e24\u4e2a\u77e2\u91cf\u7684\u4ee3\u6570\u8fd0\u7b97\uff0c\u7ed3\u679c\u662f\u4e00\u4e2a\u6807\u91cf\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AE%9A%E4%B9%89\"><\/span>\u5b9a\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5bf9\u4e8e\u4e24\u4e2a\u77e2\u91cf <code class=\"katex-inline\">\\mathbf{A} = (a_1, a_2, a_3)<\/code> \u548c <code class=\"katex-inline\">\\mathbf{B} = (b_1, b_2, b_3)<\/code>\uff0c\u5b83\u4eec\u7684\u70b9\u4e58\u8ba1\u7b97\u516c\u5f0f\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">\\mathbf{A} \\cdot \\mathbf{B} = a_1 b_1 + a_2 b_2 + a_3 b_3<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E5%87%A0%E4%BD%95%E6%84%8F%E4%B9%89\"><\/span>\u51e0\u4f55\u610f\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u70b9\u4e58\u7684\u51e0\u4f55\u610f\u4e49\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">\\mathbf{A} \\cdot \\mathbf{B} = |\\mathbf{A}| |\\mathbf{B}| \\cos(\\theta)<\/code><\/pre>\n<p>\u5176\u4e2d\uff0c<code class=\"katex-inline\">|\\mathbf{A}|<\/code> \u548c <code class=\"katex-inline\">|\\mathbf{B}|<\/code> \u5206\u522b\u4e3a\u77e2\u91cf\u7684\u6a21\uff0c<code class=\"katex-inline\">\\theta<\/code> \u4e3a\u5b83\u4eec\u4e4b\u95f4\u7684\u5939\u89d2\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%8E%A8%E5%AF%BC%E8%BF%87%E7%A8%8B\"><\/span>\u63a8\u5bfc\u8fc7\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p>\u8bbe <code class=\"katex-inline\">\\mathbf{A}<\/code> \u548c <code class=\"katex-inline\">\\mathbf{B}<\/code> \u7684\u6a21\u5206\u522b\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">|\\mathbf{A}| = \\sqrt{a_1^2 + a_2^2 + a_3^2}<\/code><\/pre>\n<pre><code class=\"language-katex\">|\\mathbf{B}| = \\sqrt{b_1^2 + b_2^2 + b_3^2}<\/code><\/pre>\n<\/li>\n<li>\n<p>\u6839\u636e\u4f59\u5f26\u5b9a\u7406\uff0c\u5f97\u51fa\uff1a<\/p>\n<pre><code class=\"language-katex\">\\cos(\\theta) = \\frac{\\mathbf{A} \\cdot \\mathbf{B}}{|\\mathbf{A}| |\\mathbf{B}|}<\/code><\/pre>\n<\/li>\n<li>\n<p>\u6574\u7406\u5f97\uff1a<\/p>\n<pre><code class=\"language-katex\">\\mathbf{A} \\cdot \\mathbf{B} = |\\mathbf{A}| |\\mathbf{B}| \\cos(\\theta)<\/code><\/pre>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%80%E4%B9%88%E6%98%AF%E5%8F%89%E4%B9%98\"><\/span>\u4ec0\u4e48\u662f\u53c9\u4e58<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u53c9\u4e58\uff08\u53c8\u79f0\u5916\u79ef\uff09\u662f\u4e24\u4e2a\u77e2\u91cf\u7684\u8fd0\u7b97\uff0c\u7ed3\u679c\u662f\u4e00\u4e2a\u65b0\u7684\u77e2\u91cf\uff0c\u4e14\u4e0e\u539f\u6765\u7684\u4e24\u4e2a\u77e2\u91cf\u90fd\u5782\u76f4\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%AE%9A%E4%B9%89-2\"><\/span>\u5b9a\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5bf9\u4e8e\u4e24\u4e2a\u77e2\u91cf <code class=\"katex-inline\">\\mathbf{A} = (a_1, a_2, a_3)<\/code> \u548c <code class=\"katex-inline\">\\mathbf{B} = (b_1, b_2, b_3)<\/code>\uff0c\u5b83\u4eec\u7684\u53c9\u4e58\u8ba1\u7b97\u516c\u5f0f\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">\\mathbf{A} \\times \\mathbf{B} = \\begin{vmatrix}\n\\mathbf{i} &amp; \\mathbf{j} &amp; \\mathbf{k} \\\\\na_1 &amp; a_2 &amp; a_3 \\\\\nb_1 &amp; b_2 &amp; b_3\n\\end{vmatrix}<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E8%AE%A1%E7%AE%97%E7%BB%93%E6%9E%9C\"><\/span>\u8ba1\u7b97\u7ed3\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7ecf\u8fc7\u884c\u5217\u5f0f\u8ba1\u7b97\uff0c\u53c9\u4e58\u7684\u7ed3\u679c\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">\\mathbf{A} \\times \\mathbf{B} = (a_2 b_3 - a_3 b_2, a_3 b_1 - a_1 b_3, a_1 b_2 - a_2 b_1)<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E5%87%A0%E4%BD%95%E6%84%8F%E4%B9%89-2\"><\/span>\u51e0\u4f55\u610f\u4e49<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u53c9\u4e58\u7684\u51e0\u4f55\u610f\u4e49\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">|\\mathbf{A} \\times \\mathbf{B}| = |\\mathbf{A}| |\\mathbf{B}| \\sin(\\theta)<\/code><\/pre>\n<p>\u5176\u4e2d\uff0c<code class=\"katex-inline\">\\theta<\/code> \u4e3a\u4e24\u4e2a\u77e2\u91cf\u4e4b\u95f4\u7684\u5939\u89d2\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%8E%A8%E5%AF%BC%E8%BF%87%E7%A8%8B-2\"><\/span>\u63a8\u5bfc\u8fc7\u7a0b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\n<p>\u8bbe <code class=\"katex-inline\">|\\mathbf{A}|<\/code> \u548c <code class=\"katex-inline\">|\\mathbf{B}|<\/code> \u5206\u522b\u4e3a\uff1a<\/p>\n<pre><code class=\"language-katex\">|\\mathbf{A}| = \\sqrt{a_1^2 + a_2^2 + a_3^2}<\/code><\/pre>\n<pre><code class=\"language-katex\">|\\mathbf{B}| = \\sqrt{b_1^2 + b_2^2 + b_3^2}<\/code><\/pre>\n<\/li>\n<li>\n<p>\u6839\u636e\u6b63\u5f26\u5b9a\u7406\uff0c\u5f97\u51fa\uff1a<\/p>\n<pre><code class=\"language-katex\">|\\mathbf{A} \\times \\mathbf{B}| = |\\mathbf{A}| |\\mathbf{B}| \\sin(\\theta)<\/code><\/pre>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E7%82%B9%E4%B9%98%E4%B8%8E%E5%8F%89%E4%B9%98%E7%9A%84%E5%8C%BA%E5%88%AB\"><\/span>\u70b9\u4e58\u4e0e\u53c9\u4e58\u7684\u533a\u522b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\n<p><strong>\u7ed3\u679c\u7c7b\u578b<\/strong>\uff1a<\/p>\n<ul>\n<li>\u70b9\u4e58\u7684\u7ed3\u679c\u662f\u6807\u91cf\u3002<\/li>\n<li>\u53c9\u4e58\u7684\u7ed3\u679c\u662f\u77e2\u91cf\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u51e0\u4f55\u610f\u4e49<\/strong>\uff1a<\/p>\n<ul>\n<li>\u70b9\u4e58\u53cd\u6620\u4e86\u4e24\u4e2a\u77e2\u91cf\u4e4b\u95f4\u7684\u5939\u89d2\u7684\u4f59\u5f26\u5173\u7cfb\u3002<\/li>\n<li>\u53c9\u4e58\u53cd\u6620\u4e86\u4e24\u4e2a\u77e2\u91cf\u4e4b\u95f4\u7684\u5939\u89d2\u7684\u6b63\u5f26\u5173\u7cfb\uff0c\u5e76\u4e14\u7ed3\u679c\u77e2\u91cf\u5782\u76f4\u4e8e\u539f\u6765\u7684\u4e24\u4e2a\u77e2\u91cf\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Python%E4%BB%A3%E7%A0%81%E5%AE%9E%E7%8E%B0\"><\/span>Python\u4ee3\u7801\u5b9e\u73b0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8NumPy%E5%AE%9E%E7%8E%B0\"><\/span>\u4f7f\u7528NumPy\u5b9e\u73b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-python\">import numpy as np\n\n# \u5b9a\u4e49\u4e24\u4e2a\u77e2\u91cf\nA = np.array([1, 2, 3])\nB = np.array([4, 5, 6])\n\n# \u8ba1\u7b97\u70b9\u4e58\ndot_product = np.dot(A, B)\nprint(&quot;\u70b9\u4e58\u7ed3\u679c:&quot;, dot_product)\n\n# \u8ba1\u7b97\u53c9\u4e58\ncross_product = np.cross(A, B)\nprint(&quot;\u53c9\u4e58\u7ed3\u679c:&quot;, cross_product)\n\n# \u77e9\u9635\u7684\u70b9\u4e58\nmatrix_A = np.array([[1, 2], [3, 4]])\nmatrix_B = np.array([[5, 6], [7, 8]])\nmatrix_dot_product = np.dot(matrix_A, matrix_B)\nprint(&quot;\u77e9\u9635\u70b9\u4e58\u7ed3\u679c:\\n&quot;, matrix_dot_product)\n<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<\/p>\n<pre><code class=\"language-python\">\u70b9\u4e58\u7ed3\u679c: 32\n\u53c9\u4e58\u7ed3\u679c: [-3  6 -3]\n\u77e9\u9635\u70b9\u4e58\u7ed3\u679c:\n [[19 22]\n [43 50]]<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8PyTorch%E5%AE%9E%E7%8E%B0\"><\/span>\u4f7f\u7528PyTorch\u5b9e\u73b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-python\">import torch\n\n# \u5b9a\u4e49\u4e24\u4e2a\u77e2\u91cf\nA = torch.tensor([1.0, 2.0, 3.0])\nB = torch.tensor([4.0, 5.0, 6.0])\n\n# \u8ba1\u7b97\u70b9\u4e58\ndot_product = torch.dot(A, B)\nprint(&quot;\u70b9\u4e58\u7ed3\u679c:&quot;, dot_product.item())\n\n# \u8ba1\u7b97\u53c9\u4e58\ncross_product = torch.cross(A, B)\nprint(&quot;\u53c9\u4e58\u7ed3\u679c:&quot;, cross_product)\n\n# \u77e9\u9635\u7684\u70b9\u4e58\nmatrix_A = torch.tensor([[1.0, 2.0], [3.0, 4.0]])\nmatrix_B = torch.tensor([[5.0, 6.0], [7.0, 8.0]])\nmatrix_dot_product = torch.mm(matrix_A, matrix_B)\nprint(&quot;\u77e9\u9635\u70b9\u4e58\u7ed3\u679c:\\n&quot;, matrix_dot_product)<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<\/p>\n<pre><code class=\"language-python\">\u70b9\u4e58\u7ed3\u679c: 32.0\n\u53c9\u4e58\u7ed3\u679c: tensor([-3.,  6., -3.])\n\u77e9\u9635\u70b9\u4e58\u7ed3\u679c:\n tensor([[19., 22.],\n        [43., 50.]])<\/code><\/pre>\n<h2><span class=\"ez-toc-section\" id=\"%E5%86%85%E5%AE%B9%E5%B0%8F%E7%BB%93\"><\/span>\u5185\u5bb9\u5c0f\u7ed3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\u70b9\u4e58\uff08\u53c8\u79f0\u5185\u79ef\uff09\u662f\u4e24\u4e2a\u77e2\u91cf\u7684\u4ee3\u6570\u8fd0\u7b97\uff0c\u7ed3\u679c\u662f\u4e00\u4e2a\u6807\u91cf\u3002<\/li>\n<li>\u53c9\u4e58\uff08\u53c8\u79f0\u5916\u79ef\uff09\u662f\u4e24\u4e2a\u77e2\u91cf\u7684\u8fd0\u7b97\uff0c\u7ed3\u679c\u662f\u4e00\u4e2a\u65b0\u7684\u77e2\u91cf\uff0c\u4e14\u4e0e\u539f\u6765\u7684\u4e24\u4e2a\u77e2\u91cf\u90fd\u5782\u76f4\u3002<\/li>\n<li>Python\u4e2d\u53ef\u4ee5\u4f7f\u7528NumPy\u548cPyTorch\u5e93\u6765\u5b9e\u73b0\u77e2\u91cf\u7684\u70b9\u4e58\u548c\u53c9\u4e58\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E8%B5%84%E6%96%99\"><\/span>\u53c2\u8003\u8d44\u6599<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/blog.csdn.net\/hello_dear_you\/article\/details\/122192834\">CSDN:\u70b9\u4e58\u4e0e\u53c9\u4e58<\/a><\/li>\n<li><a href=\"https:\/\/blog.csdn.net\/wzyaiwl\/article\/details\/106310705\">CSDN:\u5411\u91cf\u548c\u77e9\u9635\u7684\u70b9\u4e58\u548c\u53c9\u4e58<\/a><\/li>\n<li><a href=\"https:\/\/www.bilibili.com\/video\/BV1Sb411o7v2?vd_source=f825e70d1502bfc21582d29e60d89bb5\">B\u7ad9\uff1a\u96f6\u57fa\u7840\u5b8c\u5168\u638c\u63e1\u77e2\u91cf\u7684\u70b9\u4e58\u548c\u53c9\u4e58<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u91cd\u62fe\u6570\u5b66\u77e5\u8bc6\u3011\u77e2\u91cf\u7684\u70b9\u4e58\u548c\u53c9\u4e58 \u524d\u8a00  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":33947,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"aside","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[28],"tags":[63],"class_list":["post-33335","post","type-post","status-publish","format-aside","has-post-thumbnail","hentry","category-blog","tag-63","post_format-post-format-aside"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u3010\u91cd\u62fe\u6570\u5b66\u77e5\u8bc6\u3011\u77e2\u91cf\u7684\u70b9\u4e58\u548c\u53c9\u4e58 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=33335\" \/>\n<script type=\"application\/ld+json\" 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