{"id":710,"date":"2024-05-17T08:00:22","date_gmt":"2024-05-17T00:00:22","guid":{"rendered":"https:\/\/www.zhoubin.asia\/?p=710"},"modified":"2024-05-16T21:06:44","modified_gmt":"2024-05-16T13:06:44","slug":"lambda","status":"publish","type":"post","link":"https:\/\/www.zhoubin.asia\/index.php\/2024\/05\/17\/lambda\/","title":{"rendered":"[Lambda] Lambda\u4ecb\u7ecd\uff0chailort async API\u4e2d\u5177\u4f53\u4f7f\u7528\u8bf4\u660e\u4ee5\u53capython\u4e2d\u6269\u5c55\u5e94\u7528"},"content":{"rendered":"<h3 data-sourcepos=\"5:1-5:80\">Lambda\u7b80\u4ecb<\/h3>\n<p data-sourcepos=\"5:1-5:80\">C++\u4e2d\u7684Lambda\u8868\u8fbe\u5f0f\uff08\u4e5f\u79f0\u4e3alambda\u51fd\u6570\u6216\u533f\u540d\u51fd\u6570\uff09\u662f\u4e00\u79cd\u7b80\u6d01\u65b9\u4fbf\u7684\u65b9\u5f0f\u6765\u5b9a\u4e49\u533f\u540d\u51fd\u6570\u3002\u5b83\u4eec\u5728C++11\u4e2d\u5f15\u5165\uff0c\u5e76\u5df2\u6210\u4e3a\u7f16\u5199\u7b80\u6d01\u6613\u8bfb\u4ee3\u7801\u7684\u6d41\u884c\u529f\u80fd\u3002<\/p>\n<p data-sourcepos=\"7:1-7:22\">Lambda\u8868\u8fbe\u5f0f\u7684\u7ed3\u6784\u901a\u5e38\u7531\u4e09\u4e2a\u90e8\u5206\u7ec4\u6210\uff1a<\/p>\n<ol data-sourcepos=\"9:1-29:0\">\n<li data-sourcepos=\"9:1-17:0\">\n<p data-sourcepos=\"9:4-9:16\"><strong>\u6355\u83b7\u5b50\u53e5\uff08\u53ef\u9009\uff09\uff1a<\/strong><\/p>\n<ul data-sourcepos=\"11:4-17:0\">\n<li data-sourcepos=\"11:4-11:32\">\u6355\u83b7\u5b50\u53e5\u7528\u4e8e\u6307\u5b9alambda\u8868\u8fbe\u5f0f\u53ef\u4ee5\u8bbf\u95ee\u7684\u5916\u90e8\u53d8\u91cf\u3002<\/li>\n<li data-sourcepos=\"12:4-12:24\">\u8bed\u6cd5\uff1a<code>[capture-list]<\/code><\/li>\n<li data-sourcepos=\"13:4-17:0\">\u6355\u83b7\u6a21\u5f0f\uff1a\n<ul data-sourcepos=\"14:6-17:0\">\n<li data-sourcepos=\"14:6-14:23\"><code>[=]<\/code>\uff1a\u6309\u503c\u6355\u83b7\u6240\u6709\u5916\u90e8\u53d8\u91cf<\/li>\n<li data-sourcepos=\"15:6-15:28\"><code>[&amp;]<\/code>\uff1a\u6309\u5f15\u7528\u6355\u83b7\u6240\u6709\u5916\u90e8\u53d8\u91cf<\/li>\n<li data-sourcepos=\"16:6-17:0\">\u6df7\u5408\u6355\u83b7\uff1a\u540c\u65f6\u6309\u503c\u548c\u6309\u5f15\u7528\u6355\u83b7\u90e8\u5206\u5916\u90e8\u53d8\u91cf<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li data-sourcepos=\"18:1-23:0\">\n<p data-sourcepos=\"18:4-18:16\"><strong>\u53c2\u6570\u5217\u8868\uff08\u53ef\u9009\uff09\uff1a<\/strong><\/p>\n<ul data-sourcepos=\"20:4-23:0\">\n<li data-sourcepos=\"20:4-20:28\">\u53c2\u6570\u5217\u8868\u7528\u4e8e\u5b9a\u4e49lambda\u8868\u8fbe\u5f0f\u63a5\u6536\u7684\u53c2\u6570\u3002<\/li>\n<li data-sourcepos=\"21:4-21:39\">\u8bed\u6cd5\uff1a<code>(parameter1, parameter2, ...)<\/code><\/li>\n<li data-sourcepos=\"22:4-23:0\">\u53c2\u6570\u7c7b\u578b\u7684\u81ea\u52a8\u7c7b\u578b\u63a8\u5bfc<\/li>\n<\/ul>\n<\/li>\n<li data-sourcepos=\"24:1-29:0\">\n<p data-sourcepos=\"24:4-24:11\"><strong>\u51fd\u6570\u4f53\uff1a<\/strong><\/p>\n<ul data-sourcepos=\"26:4-29:0\">\n<li data-sourcepos=\"26:4-26:27\">\u51fd\u6570\u4f53\u7528\u4e8e\u6307\u5b9alambda\u8868\u8fbe\u5f0f\u6267\u884c\u7684\u4ee3\u7801\u3002<\/li>\n<li data-sourcepos=\"27:4-27:17\">\u8bed\u6cd5\uff1a<code>{ ... }<\/code><\/li>\n<li data-sourcepos=\"28:4-29:0\">\u53ef\u4ee5\u4f7f\u7528<code>return<\/code>\u5173\u952e\u5b57\u8fd4\u56de\u503c<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 data-sourcepos=\"30:1-30:17\">Lambda\u8868\u8fbe\u5f0f\u7684\u4f18\u70b9\uff1a<\/h3>\n<ul data-sourcepos=\"32:1-35:0\">\n<li data-sourcepos=\"32:1-32:43\">**\u7b80\u6d01\u6027\uff1a**Lambda\u8868\u8fbe\u5f0f\u53ef\u4ee5\u5c06\u51fd\u6570\u5b9a\u4e49\u5d4c\u5165\u5230\u4ee3\u7801\u4e2d\uff0c\u4f7f\u4ee3\u7801\u66f4\u52a0\u7b80\u6d01\u6613\u8bfb\u3002<\/li>\n<li data-sourcepos=\"33:1-33:44\">**\u53ef\u8bfb\u6027\uff1a**Lambda\u8868\u8fbe\u5f0f\u5c06\u51fd\u6570\u5b9a\u4e49\u4e0e\u51fd\u6570\u4f7f\u7528\u7d27\u5bc6\u7ed3\u5408\uff0c\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3002<\/li>\n<li data-sourcepos=\"34:1-35:0\">**\u7075\u6d3b\u6027\uff1a**Lambda\u8868\u8fbe\u5f0f\u53ef\u4ee5\u6355\u83b7\u5916\u90e8\u53d8\u91cf\uff0c\u4f7f\u5176\u9002\u7528\u4e8e\u5404\u79cd\u573a\u666f\u3002<\/li>\n<\/ul>\n<h3 data-sourcepos=\"36:1-36:21\">Lambda\u8868\u8fbe\u5f0f\u7684\u7528\u9014\u53ca\u5176\u8303\u4f8b\uff1a<\/h3>\n<ol data-sourcepos=\"38:1-89:0\">\n<li data-sourcepos=\"38:1-55:0\">\n<p data-sourcepos=\"38:4-38:12\"><strong>\u56de\u8c03\u51fd\u6570\uff1a<\/strong><\/p>\n<p data-sourcepos=\"40:4-40:35\">Lambda\u8868\u8fbe\u5f0f\u7ecf\u5e38\u7528\u4e8e\u4f5c\u4e3a\u56de\u8c03\u51fd\u6570\u4f20\u9012\u7ed9\u5176\u4ed6\u51fd\u6570\u6216\u5e93\u3002\u4f8b\u5982\uff1a<\/p>\n<div class=\"code-block ng-star-inserted\">\n<div class=\"code-block-decoration header gmat-subtitle-1 ng-star-inserted\">C++<\/div>\n<div class=\"code-block-internal-container\">\n<pre><code class=\"code-container\" role=\"text\" data-test-id=\"code-content\" data-sourcepos=\"42:4-48:6\"><span class=\"hljs-comment\">\/\/ \u4f7f\u7528lambda\u8868\u8fbe\u5f0f\u4f5c\u4e3astd::for_each\u7b97\u6cd5\u7684\u56de\u8c03\u51fd\u6570<\/span>\r\n<span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">vector<\/span>&lt;<span class=\"hljs-keyword\">int<\/span>&gt; numbers = {<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>};\r\n<span class=\"hljs-built_in\">std<\/span>::for_each(numbers.begin(), numbers.end(), [](<span class=\"hljs-keyword\">int<\/span> n) {\r\n    <span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">cout<\/span> &lt;&lt; n &lt;&lt; <span class=\"hljs-string\">\" \"<\/span>;\r\n});\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<p data-sourcepos=\"50:4-50:6\">\u8f93\u51fa\uff1a<\/p>\n<div class=\"code-block ng-star-inserted\">\n<div class=\"code-block-internal-container\">\n<pre><code class=\"code-container no-decoration-radius\" role=\"text\" data-test-id=\"code-content\" data-sourcepos=\"52:4-54:12\">1 2 3 4 5\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<\/li>\n<li data-sourcepos=\"56:1-75:0\">\n<p data-sourcepos=\"56:4-56:13\"><strong>\u6392\u5e8f\u548c\u7b5b\u9009\uff1a<\/strong><\/p>\n<p data-sourcepos=\"58:4-58:34\">Lambda\u8868\u8fbe\u5f0f\u53ef\u4ee5\u7528\u4e8e\u5b9a\u4e49\u6392\u5e8f\u548c\u7b5b\u9009\u6570\u636e\u7684\u6bd4\u8f83\u6807\u51c6\u3002\u4f8b\u5982\uff1a<\/p>\n<div class=\"code-block ng-star-inserted\">\n<div class=\"code-block-decoration header gmat-subtitle-1 ng-star-inserted\">C++<\/div>\n<div class=\"code-block-internal-container\">\n<pre><code class=\"code-container\" role=\"text\" data-test-id=\"code-content\" data-sourcepos=\"60:4-66:6\"><span class=\"hljs-comment\">\/\/ \u4f7f\u7528lambda\u8868\u8fbe\u5f0f\u5bf9std::vector\u8fdb\u884c\u6392\u5e8f<\/span>\r\n<span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">vector<\/span>&lt;<span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">string<\/span>&gt; names = {<span class=\"hljs-string\">\"Alice\"<\/span>, <span class=\"hljs-string\">\"Bob\"<\/span>, <span class=\"hljs-string\">\"Charlie\"<\/span>};\r\n<span class=\"hljs-built_in\">std<\/span>::sort(names.begin(), names.end(), [](<span class=\"hljs-keyword\">const<\/span> <span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">string<\/span>&amp; a, <span class=\"hljs-keyword\">const<\/span> <span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">string<\/span>&amp; b) {\r\n    <span class=\"hljs-keyword\">return<\/span> a.size() &lt; b.size();\r\n});\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<p data-sourcepos=\"68:4-68:6\">\u8f93\u51fa\uff1a<\/p>\n<div class=\"code-block ng-star-inserted\">\n<div class=\"code-block-internal-container\">\n<pre><code class=\"code-container no-decoration-radius\" role=\"text\" data-test-id=\"code-content\" data-sourcepos=\"70:4-72:20\">Alice Bob Charlie\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<p data-sourcepos=\"74:4-74:33\">\u8be5\u4ee3\u7801\u5c06<code>names<\/code>\u5411\u91cf\u4e2d\u7684\u5143\u7d20\u6309\u5b57\u7b26\u4e32\u957f\u5ea6\u4ece\u5c0f\u5230\u5927\u6392\u5e8f\u3002<\/p>\n<\/li>\n<li data-sourcepos=\"76:1-89:0\">\n<p data-sourcepos=\"76:4-76:12\"><strong>\u7b97\u6cd5\u5b9e\u73b0\uff1a<\/strong><\/p>\n<p data-sourcepos=\"78:4-78:41\">Lambda\u8868\u8fbe\u5f0f\u53ef\u4ee5\u7528\u4e8e\u5728\u5faa\u73af\u6216\u6570\u636e\u5904\u7406\u7ba1\u9053\u4e2d\u5b9e\u73b0\u81ea\u5b9a\u4e49\u7b97\u6cd5\u6216\u903b\u8f91\u3002\u4f8b\u5982\uff1a<\/p>\n<div class=\"code-block ng-star-inserted\">\n<div class=\"code-block-decoration header gmat-subtitle-1 ng-star-inserted\">C++<\/div>\n<div class=\"code-block-internal-container\">\n<pre><code class=\"code-container\" role=\"text\" data-test-id=\"code-content\" data-sourcepos=\"80:4-86:6\"><span class=\"hljs-comment\">\/\/ \u4f7f\u7528lambda\u8868\u8fbe\u5f0f\u8ba1\u7b97\u5411\u91cf\u4e2d\u5143\u7d20\u7684\u5e73\u65b9\u548c<\/span>\r\n<span class=\"hljs-built_in\">std<\/span>::<span class=\"hljs-built_in\">vector<\/span>&lt;<span class=\"hljs-keyword\">int<\/span>&gt; numbers = {<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">2<\/span>, <span class=\"hljs-number\">3<\/span>, <span class=\"hljs-number\">4<\/span>, <span class=\"hljs-number\">5<\/span>};\r\n<span class=\"hljs-keyword\">int<\/span> sum_of_squares = <span class=\"hljs-built_in\">std<\/span>::accumulate(numbers.begin(), numbers.end(), <span class=\"hljs-number\">0<\/span>, [](<span class=\"hljs-keyword\">int<\/span> sum, <span class=\"hljs-keyword\">int<\/span> n) {\r\n    <span class=\"hljs-keyword\">return<\/span> sum + n * n;\r\n});\r\n<\/code><\/pre>\n<\/div>\n<\/div>\n<p data-sourcepos=\"88:4-88:27\"><code>sum_of_squares<\/code>\u53d8\u91cf\u7684\u503c\u4e3a50\u3002<\/p>\n<\/li>\n<\/ol>\n<h3 data-sourcepos=\"90:1-90:8\">\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul data-sourcepos=\"92:1-95:0\">\n<li data-sourcepos=\"92:1-92:35\">Lambda\u8868\u8fbe\u5f0f\u4e0d\u9002\u7528\u4e8e\u5b9a\u4e49\u9700\u8981\u5168\u5c40\u72b6\u6001\u4fee\u6539\u6216\u6269\u5c55\u4ee3\u7801\u5757\u7684\u51fd\u6570\u3002<\/li>\n<li data-sourcepos=\"93:1-93:34\">Lambda\u8868\u8fbe\u5f0f\u53ef\u4ee5\u4e0e\u6a21\u677f\u4e00\u8d77\u4f7f\u7528\u6765\u521b\u5efa\u6cdb\u578blambda\u51fd\u6570\u3002<\/li>\n<li data-sourcepos=\"94:1-95:0\">\u6807\u51c6\u5e93\u7b97\u6cd5\uff08\u4f8b\u5982<code>std::sort<\/code>\u548c<code>std::find_if<\/code>\uff09\u63a5\u53d7lambda\u8868\u8fbe\u5f0f\u4f5c\u4e3a\u53c2\u6570\u3002<\/li>\n<\/ul>\n<h3 data-sourcepos=\"96:1-96:6\">\u603b\u7ed3<\/h3>\n<p data-sourcepos=\"98:1-98:104\">Lambda\u8868\u8fbe\u5f0f\u662fC++\u4e2d\u4e00\u79cd\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u7528\u4e8e\u7b80\u5316\u4ee3\u7801\u3001\u63d0\u9ad8\u53ef\u8bfb\u6027\u548c\u5b9e\u73b0\u5404\u79cd\u529f\u80fd\u3002\u7406\u89e3Lambda\u8868\u8fbe\u5f0f\u7684\u7ed3\u6784\u3001\u4f18\u70b9\u3001\u7528\u9014\u53ca\u5176\u6ce8\u610f\u4e8b\u9879\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u5229\u7528\u5b83\u4eec\u6765\u7f16\u5199\u66f4\u7b80\u6d01\u3001\u66f4\u6613\u8bfb\u3001\u66f4\u9ad8\u6548\u7684C++\u4ee3\u7801\u3002<\/p>\n<p>\u4ee5\u4e0a\u5185\u5bb9\u662f\u6211\u7528Gemini\u751f\u6210\u7684\uff0c\u8bf7\u77e5\u6089\u3002\u719f\u6089\u4e86\u57fa\u672c\u7684Lambda\u7684\u4f7f\u7528\u65b9\u5f0f\u540e\uff0c\u518d\u6765\u67e5\u770bhailort async API\u4e2d\u5177\u4f53\u8303\u4f8b\u7684\u90e8\u5206\u3002<\/p>\n<h3 data-sourcepos=\"98:1-98:104\">hailort async example<\/h3>\n<p>\u5728<a href=\"https:\/\/github.com\/hailo-ai\/hailort\/blob\/master\/hailort\/libhailort\/examples\/cpp\/async_infer_advanced_example\/async_infer_advanced_example.cpp\">hailort<\/a>\u7684example\uff1aasync_infer_advanced_example.cpp \u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u6ce8\u610f\u5230\u5b83\u56de\u8c03\u51fd\u6570\u7684\u4f7f\u7528\u65b9\u5f0f\uff1a<\/p>\n<pre><code>auto job = configured_infer_model-&gt;run_async(bindings.value(), [] (const AsyncInferCompletionInfo &amp;\/*completion_info*\/) {\r\n\/\/ Use completion_info to get the job status and the corresponding bindings\r\n});<\/code><\/pre>\n<p>\u8fd9\u91cc\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u4ed6\u5c31\u662f\u4f7f\u7528Lambda\u8868\u8fbe\u5f0f\u4f5c\u4e3a\u56de\u8c03\u51fd\u6570\uff0c\u8fd9\u6837\u505a\u7684\u4e00\u4e2a\u597d\u5904\u662f\uff0c\u6211\u4eec\u53ef\u4ee5\u5728{}\u5185\u4f7f\u7528\u672c\u8eab\u51fd\u6570\u91cc\u9762\u7684\u4e00\u4e9b\u53d8\u91cf\uff0c\u53ef\u4ee5\u8d85\u8d8a\u672c\u8eab\u56de\u8c03\u51fd\u6570\u7684\u53c2\u6570\u9650\u5236\uff08\u5f85\u9a8c\u8bc1\uff09<\/p>\n<p>\u90a3\u4e48\u5728python\u4e2d\uff0c\u6211\u4eec\u6709\u7c7b\u4f3c\u7684\u65b9\u5f0f\u5b9e\u73b0\u7c7b\u4f3c\u7684\u529f\u80fd\u4e48\uff1f<\/p>\n<h3>pyhailort async example<\/h3>\n<p>\u5982\u679c\u5728python\u7684class\u91cc\u9762\u7684\u8bdd\uff0c\u6211\u4eec\u53ef\u4ee5\u5c1d\u8bd5\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u5c31\u5728init\u51fd\u6570\u4e2d\u5b9a\u4e49\u597d\u5bf9\u5e94\u7684callback\u51fd\u6570<\/p>\n<pre><code>class HailoExecutor():\r\n    def __init__(self, model):\r\n        self.job_queue = Queue(\uff09\r\n        def hailo_infer_callback(error_code):\r\n            AsyncInferJob.validate_job_status(error_code)\r\n            c_job = self.job_queue.get()\r\n            self.results.append(copy.deepcopy(c_job.result))\r\n        self.callback = hailo_infer_callback<\/code><\/pre>\n<p>\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u8c03\u7528run_async\u7684\u65f6\u5019\u4ee5\u8fd9\u4e2acallback\u4f5c\u4e3a\u56de\u8c03\u51fd\u6570<\/p>\n<pre><code>cur_job = self.configured_infer_model.run_async([self.bindings], self.callback)<\/code><\/pre>\n<p>\u4f60\u53ef\u4ee5\u6ce8\u610f\u5230\uff0c\u56de\u8c03\u51fd\u6570\u91cc\u9762\u4f7f\u7528\u4e86\u989d\u5916\u7684\u53c2\u6570self.job_queue\uff0c \u5176\u5b9e\u4f60\u53ef\u4ee5\u589e\u52a0\u66f4\u591a\u4f60\u9700\u8981\u4f7f\u7528\u7684\u53c2\u6570\u3002<\/p>\n<p>\u53e6\u5916\u4e00\u79cd\u60c5\u5f62\u5219\u662f\u5728\u5176\u4ed6\u672c\u8eab\u5b9a\u4e49\u597d\u7684\u51fd\u6570\u4e2d\uff0c\u9700\u8981\u7ed9\u56de\u8c03\u51fd\u6570\u989d\u5916\u589e\u52a0\u53c2\u6570\u3002<br \/>\n\u6211\u4eec\u53ea\u9700\u8981\u5728\u672c\u8eab\u51fd\u6570\u91cc\u9762\u5b9a\u4e49\u4e00\u4e2a\u51fd\u6570\u5373\u53ef<\/p>\n<pre><code>def main(hef_path,num_of_frames,job_queue,):\r\n    def example_callback(error_code):\r\n        AsyncInferJob.validate_job_status(error_code)\r\n        c_job = job_queue.get()\r\n        #other code\r\n    ......\r\n    last_job = configured_infer_model.run_async([bindings], example_callback, )<\/code><\/pre>\n<p>\u8fd9\u6837\u5176\u5b9e\u4e5f\u662f\u4e00\u79cd\u8fc2\u56de\u7684\u65b9\u5f0f\u5b9e\u73b0<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Lambda\u7b80\u4ecb C++\u4e2d\u7684Lambda\u8868\u8fbe\u5f0f\uff08\u4e5f\u79f0\u4e3alambda\u51fd\u6570\u6216\u533f\u540d\u51fd\u6570\uff09\u662f\u4e00\u79cd\u7b80\u6d01\u65b9\u4fbf\u7684\u65b9\u5f0f\u6765\u5b9a\u4e49\u533f [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[5,1,12],"tags":[],"class_list":["post-710","post","type-post","status-publish","format-standard","hentry","category-hailort","category-tech","category-others"],"_links":{"self":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts\/710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/comments?post=710"}],"version-history":[{"count":1,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts\/710\/revisions"}],"predecessor-version":[{"id":711,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/posts\/710\/revisions\/711"}],"wp:attachment":[{"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/media?parent=710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/categories?post=710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.zhoubin.asia\/index.php\/wp-json\/wp\/v2\/tags?post=710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}