{"id":11947,"date":"2025-09-03T05:25:21","date_gmt":"2025-09-03T05:25:21","guid":{"rendered":"https:\/\/www.hcedu.org.tw\/new\/?p=11947"},"modified":"2025-09-03T05:25:21","modified_gmt":"2025-09-03T05:25:21","slug":"nvidia-jetson-agx-thor-%e5%ae%8c%e6%95%b4%e8%a7%a3%e6%9e%90%ef%bc%9a%e5%af%a6%e9%ab%94-ai-%e8%88%87%e9%a1%9e%e4%ba%ba%e5%bd%a2%e6%a9%9f%e5%99%a8%e4%ba%ba%e7%9a%84%e6%96%b0%e4%b8%96%e4%bb%a3%e9%82%8a","status":"publish","type":"post","link":"https:\/\/www.hcedu.org.tw\/new\/nvidia-jetson-agx-thor-%e5%ae%8c%e6%95%b4%e8%a7%a3%e6%9e%90%ef%bc%9a%e5%af%a6%e9%ab%94-ai-%e8%88%87%e9%a1%9e%e4%ba%ba%e5%bd%a2%e6%a9%9f%e5%99%a8%e4%ba%ba%e7%9a%84%e6%96%b0%e4%b8%96%e4%bb%a3%e9%82%8a\/","title":{"rendered":"NVIDIA Jetson AGX Thor \u5b8c\u6574\u89e3\u6790\uff1a\u5be6\u9ad4 AI \u8207\u985e\u4eba\u5f62\u6a5f\u5668\u4eba\u7684\u65b0\u4e16\u4ee3\u908a\u7de3\u904b\u7b97\u5e73\u53f0"},"content":{"rendered":"<div class=\"post-header is-partial-dark\">\n<div class=\"post-header-wrap global-padding is-classic\">\n<div class=\"post-header-container\">\n<div class=\"post-header-content\">\n<div>\n<h1 class=\"post-title global-title\">NVIDIA Jetson AGX Thor \u5b8c\u6574\u89e3\u6790\uff1a\u5be6\u9ad4 AI \u8207\u985e\u4eba\u5f62\u6a5f\u5668\u4eba\u7684\u65b0\u4e16\u4ee3\u908a\u7de3\u904b\u7b97\u5e73\u53f0<\/h1>\n<p class=\"post-excerpt global-excerpt\">NVIDIA Jetson AGX Thor \u4e3b\u6253\u300cPhysical AI\u300d\u6982\u5ff5\uff0c\u4e5f\u5c31\u662f\u8b93\u6a5f\u5668\u4eba\u80fd\u5920\u5728\u672c\u9ad4\u4e0a\u5b8c\u6210\u751f\u6210\u5f0f\u63a8\u8ad6\u3001\u611f\u77e5-\u898f\u5283-\u63a7\u5236\u7684\u5b8c\u6574\u9589\u74b0\uff0c\u4ee5\u53ca\u591a\u611f\u6e2c\u5668\u7684\u5373\u6642\u878d\u5408\uff0c\u5b8c\u5168\u4e0d\u9700\u8981\u4f9d\u8cf4\u96f2\u7aef\u800c\u7522\u751f\u7684\u5ef6\u9072\u554f\u984c<\/p>\n<\/div>\n<div class=\"post-meta\">\n<div class=\"post-authors global-authors\">\n<div>\n<div class=\"post-item-author global-item-author is-image global-image\"><img decoding=\"async\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/05\/0_3--8-.jpeg\" alt=\"Jensen Lee\" \/><\/div>\n<\/div>\n<\/div>\n<div class=\"post-meta-content\"><a href=\"https:\/\/tenten.co\/learning\/author\/jensen\/\" target=\"_blank\" rel=\"noopener noreferrer nofollow\">Jensen Lee<\/a><time datetime=\"2025-08-31\">August 31, 2025 \u2014 13 minutes read<\/time><\/div>\n<\/div>\n<\/div>\n<div class=\"post-header-image\">\n<figure>\n<div class=\"global-image global-image-orientation global-radius is-natural\"><img decoding=\"async\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/NVIDIA-Jetson-AGX-Thor.jpg\" sizes=\"(max-width:480px) 300px, (max-width:768px) 600px, 2000px\" srcset=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/NVIDIA-Jetson-AGX-Thor.jpg 300w, \n\t\t\t https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/NVIDIA-Jetson-AGX-Thor.jpg 600w,\n\t\t\t https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/NVIDIA-Jetson-AGX-Thor.jpg 2000w\" alt=\"NVIDIA Jetson AGX Thor \u5b8c\u6574\u89e3\u6790\uff1a\u5be6\u9ad4 AI \u8207\u985e\u4eba\u5f62\u6a5f\u5668\u4eba\u7684\u65b0\u4e16\u4ee3\u908a\u7de3\u904b\u7b97\u5e73\u53f0\" \/><\/div>\n<\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"post-content global-padding\">\n<p>NVIDIA Jetson AGX Thor \u662f\u4e00\u6b3e\u5c08\u70ba\u300c\u5be6\u9ad4 AI\u300d\u8207\u985e\u4eba\u5f62\u6a5f\u5668\u4eba\u8a2d\u8a08\u7684\u9769\u547d\u6027\u908a\u7de3\u904b\u7b97\u5e73\u53f0\u3002\u9019\u500b\u5f37\u5927\u7684\u7cfb\u7d71\u63d0\u4f9b\u9ad8\u9054 2070 FP4 TFLOPS \u7684\u751f\u6210\u5f0f AI \u63a8\u8ad6\u6548\u80fd\uff0c\u642d\u8f09\u6700\u9ad8 128 GB \u8a18\u61b6\u9ad4\uff0c\u529f\u8017\u53ef\u5728 40-130 \u74e6\u4e4b\u9593\u9748\u6d3b\u8abf\u6574\u3002\u63a1\u7528 Blackwell \u67b6\u69cb GPU\u3001MIG \u5206\u5272\u6280\u8853\u548c 14 \u6838 Arm Neoverse-V3AE CPU\uff0c\u80fd\u5920\u9a45\u52d5\u9ad8\u5373\u6642\u6027\u7684\u591a\u5de5\u4efb\u52d9\u8ca0\u8f09\u3002<\/p>\n<figure class=\"kg-card kg-embed-card\">\n<div class=\"js-reframe\"><iframe title=\"NVIDIA\u5168\u65b0\u63a8\u51fa\u7684\u6a5f\u5668\u4eba\u8d85\u7d1a\u5927\u8166\u2014Jetson AGX Thor\u6b63\u5f0f\u4eae\u76f8\uff01\u7e7cAI\u7206\u70b8\u6642\u4ee3\u4e4b\u5f8c\uff0c\u73fe\u5728\u6b63\u8fce\u63a5\u6a5f\u5668\u4eba\u6280\u8853\u7684\u5168\u9762\u7206\u767c\uff01\" src=\"https:\/\/www.youtube.com\/embed\/bzqVGc5H6FE?feature=oembed\" width=\"113\" height=\"200\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe><\/div>\n<\/figure>\n<p>\u793e\u7fa4\u8a0e\u8ad6\u7684\u7126\u9ede\u96c6\u4e2d\u5728\u5b83\u76f8\u8f03\u65bc Orin \u7cfb\u5217\u7684\u5927\u5e45\u6548\u80fd\u63d0\u5347\u3001JetPack 7 \u8edf\u9ad4\u5806\u758a\u7684\u5275\u65b0\u3001\u5f37\u5927\u7684\u7db2\u8def\u8207\u76f8\u6a5f I\/O \u80fd\u529b\uff0c\u4ee5\u53ca\u751f\u614b\u7cfb\u7d71\u7684\u6210\u719f\u5ea6\u3002\u958b\u767c\u8005\u4e5f\u7279\u5225\u95dc\u6ce8\u5be6\u4f5c\u6642\u7684 PCIe \u914d\u7f6e\u3001\u76f8\u6a5f\u9a45\u52d5\u7a0b\u5f0f\u3001GUI \u548c\u7db2\u5361\u7a69\u5b9a\u6027\uff0c\u7576\u7136\u9084\u6709\u5b9a\u50f9\u8207\u4f9b\u8ca8\u72c0\u6cc1\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img fetchpriority=\"high\" decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Getting-Started-with-the-NVIDIA-Jetson-AGX-Thor-Developer-Kit-for-Physical-AI-0-42-screenshot.jpeg\" alt=\"\" width=\"3840\" height=\"2160\" \/><\/figure>\n<h4 id=\"%E7%82%BA%E4%BB%80%E9%BA%BC-nvidia-jetson-agx-thor-%E5%80%BC%E5%BE%97%E9%97%9C%E6%B3%A8\">\u70ba\u4ec0\u9ebc NVIDIA Jetson AGX Thor \u503c\u5f97\u95dc\u6ce8<\/h4>\n<p>\u60f3\u50cf\u4e00\u4e0b\uff0c\u5728\u908a\u7de3\u88dd\u7f6e\u4e0a\u76f4\u63a5\u904b\u884c\u5927\u578b Transformer \u6a21\u578b\u3001\u8996\u89ba\u8a9e\u8a00\u6a21\u578b\uff08VLM\/VLA\uff09\u3001\u611f\u6e2c\u5668\u878d\u5408\u548c\u5373\u6642\u898f\u5283\u63a7\u5236 &#8211; \u9019\u5c31\u662f Thor \u5e36\u4f86\u7684\u9769\u547d\u3002\u5b83\u5e7e\u4e4e\u628a\u300c\u5c0f\u578b\u8d85\u7d1a\u96fb\u8166\u300d\u7684\u6982\u5ff5\u5be6\u73fe\u5728\u6a5f\u5668\u4eba\u5e73\u53f0\u4e0a\uff0c\u5b8c\u7f8e\u5e73\u8861\u4e86\u6548\u80fd\u3001\u5ef6\u9072\u548c\u529f\u8017\u7684\u5f48\u6027\u3002<\/p>\n<p>\u8207 AGX Orin \u76f8\u6bd4\uff0cThor \u63d0\u4f9b\u4e86\u7d04 7.5 \u500d\u7684 AI \u8a08\u7b97\u529b\u63d0\u5347\uff0c\u80fd\u6e90\u6548\u7387\u66f4\u662f\u63d0\u9ad8\u4e86\u7d04 3.5 \u500d\u3002\u5c0d\u65bc\u9700\u8981\u5728\u73fe\u5834\u540c\u6642\u904b\u884c\u591a\u500b\u6a21\u578b\u3001\u8655\u7406\u591a\u500b\u611f\u6e2c\u5668\u8cc7\u6599\u7684\u61c9\u7528\u5834\u666f\u4f86\u8aaa\uff0c\u9019\u6a23\u7684\u63d0\u5347\u7c21\u76f4\u662f\u904a\u6232\u898f\u5247\u7684\u6539\u8b8a\u8005\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/jetson-thor-1-png.jpeg\" alt=\"\" width=\"1976\" height=\"1111\" \/><\/figure>\n<figure class=\"kg-card kg-bookmark-card\">\n<div class=\"kg-bookmark-content\">\n<div class=\"kg-bookmark-title\">\u5de5\u696d 4.0 \u65b0\u6d6a\u6f6e\uff1aAI Agent \u5982\u4f55\u91cd\u5851\u667a\u6167\u88fd\u9020\u8207\u81ea\u52d5\u5316<\/div>\n<div class=\"kg-bookmark-description\">\u63a2\u7d22 AI Agent \u5982\u4f55\u6210\u70ba\u5de5\u696d 4.0 \u7684\u6838\u5fc3\uff0c\u4ee5\u53ca\u5b83\u5011\u5728\u667a\u6167\u88fd\u9020\u3001\u9810\u6e2c\u6027\u7dad\u8b77\u548c\u4f9b\u61c9\u93c8\u512a\u5316\u7b49\u9818\u57df\u7684\u5be6\u969b\u61c9\u7528<\/div>\n<div class=\"kg-bookmark-metadata\"><img decoding=\"async\" class=\"kg-bookmark-icon\" src=\"https:\/\/static.ghost.org\/v5.0.0\/images\/link-icon.svg\" alt=\"\" \/><span class=\"kg-bookmark-author\">Tenten AI: \u63a2\u7d22\u4eba\u5de5\u667a\u6167\u7684\u7121\u9650\u53ef\u80fd\uff0c\u79d1\u6280\u65b0\u805e\u6df1\u5ea6\u89e3\u6790<\/span><span class=\"kg-bookmark-publisher\">Harris Chang<\/span><\/div>\n<\/div>\n<div class=\"kg-bookmark-thumbnail\"><img decoding=\"async\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/07\/industy-4-ai-agent.jpg\" alt=\"\" \/><\/div>\n<\/figure>\n<h4 id=\"%E7%94%A2%E5%93%81%E5%AE%9A%E4%BD%8D%E8%88%87%E6%A0%B8%E5%BF%83%E5%84%AA%E5%8B%A2\">\u7522\u54c1\u5b9a\u4f4d\u8207\u6838\u5fc3\u512a\u52e2<\/h4>\n<p>NVIDIA Jetson AGX Thor \u4e3b\u6253\u300cPhysical AI\u300d\u6982\u5ff5\uff0c\u4e5f\u5c31\u662f\u8b93\u6a5f\u5668\u4eba\u80fd\u5920\u5728\u672c\u9ad4\u4e0a\u5b8c\u6210\u751f\u6210\u5f0f\u63a8\u8ad6\u3001\u611f\u77e5-\u898f\u5283-\u63a7\u5236\u7684\u5b8c\u6574\u9589\u74b0\uff0c\u4ee5\u53ca\u591a\u611f\u6e2c\u5668\u7684\u5373\u6642\u878d\u5408\uff0c\u5b8c\u5168\u4e0d\u9700\u8981\u4f9d\u8cf4\u96f2\u7aef\u800c\u7522\u751f\u7684\u5ef6\u9072\u554f\u984c\u3002<\/p>\n<p>\u5e73\u53f0\u5229\u7528 Blackwell GPU \u7684\u539f\u751f FP4 \u91cf\u5316\u6280\u8853\u548c\u65b0\u4e00\u4ee3 Transformer Engine\uff0c\u5927\u5e45\u5f37\u5316\u4e86 prefill \u548c decoding \u7684\u6548\u80fd\u3002\u66f4\u53b2\u5bb3\u7684\u662f\uff0c\u5b83\u80fd\u900f\u904e MIG\uff08Multi-Instance GPU\uff09\u6280\u8853\u628a\u55ae\u9846 GPU \u5207\u5272\u6210\u591a\u500b\u7368\u7acb\u9694\u96e2\u7684\u5be6\u4f8b\uff0c\u78ba\u4fdd\u95dc\u9375\u4efb\u52d9\u64c1\u6709\u53ef\u9810\u6e2c\u7684\u904b\u7b97\u8cc7\u6e90\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-wide\"><img decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Getting-Started-with-the-NVIDIA-Jetson-AGX-Thor-Developer-Kit-for-Physical-AI-1-44-screenshot.jpeg\" alt=\"\" width=\"3840\" height=\"2160\" \/><\/figure>\n<h4 id=\"%E7%A1%AC%E9%AB%94%E8%A6%8F%E6%A0%BC%E6%B7%B1%E5%BA%A6%E8%A7%A3%E6%9E%90\">\u786c\u9ad4\u898f\u683c\u6df1\u5ea6\u89e3\u6790<\/h4>\n<p>\u8b93\u6211\u5011\u4f86\u770b\u770b\u9019\u53f0\u6a5f\u5668\u7684\u5f37\u608d\u898f\u683c\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u898f\u683c\u9805\u76ee<\/th>\n<th>\u8a73\u7d30\u8cc7\u8a0a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AI \u6548\u80fd<\/td>\n<td>\u6700\u9ad8 2070 FP4 TFLOPS\uff08\u7a00\u758f\u904b\u7b97\uff09\uff0c\u76f8\u8f03 Orin \u63d0\u5347\u9ad8\u9054 7.5 \u500d<\/td>\n<\/tr>\n<tr>\n<td>GPU\/CPU \u67b6\u69cb<\/td>\n<td>Blackwell \u67b6\u69cb GPU\uff08\u652f\u63f4 MIG\uff09\u300114 \u6838 Arm Neoverse-V3AE CPU<\/td>\n<\/tr>\n<tr>\n<td>\u8a18\u61b6\u9ad4\u914d\u7f6e<\/td>\n<td>\u6700\u9ad8 128 GB LPDDR5X\uff0c\u983b\u5bec\u7d04 273 GB\/s<\/td>\n<\/tr>\n<tr>\n<td>\u529f\u8017\u7bc4\u570d<\/td>\n<td>\u53ef\u914d\u7f6e 40-130 \u74e6\uff0c\u70ba\u884c\u52d5\u5e73\u53f0\u63d0\u4f9b\u6975\u4f73\u5f48\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u52a0\u901f\u5668<\/td>\n<td>PVA v3\u3001\u96d9\u7de8\u89e3\u78bc\u5668\u3001\u5149\u6d41\u52a0\u901f\u5668\u7b49\u5c08\u7528\u786c\u9ad4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9019\u4e9b\u898f\u683c\u4e0d\u53ea\u662f\u6578\u5b57\u904a\u6232\uff0c\u800c\u662f\u91dd\u5c0d\u4f4e\u5ef6\u9072\u63a7\u5236\u548c\u9ad8\u541e\u5410\u91cf\u63a8\u8ad6\u9032\u884c\u4e86\u6df1\u5ea6\u512a\u5316\uff0c\u7279\u5225\u9069\u5408\u8655\u7406\u8907\u96dc\u7684\u8996\u89ba\u548c\u8996\u89ba\u8a9e\u8a00\u5de5\u4f5c\u8ca0\u8f09\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img loading=\"lazy\" decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Introducing-NVIDIA----Jetson-AGX-Thor---_-The-ultimate-platform-for-physical-AI-and-robotics-0-12-screenshot.jpeg\" alt=\"\" width=\"1920\" height=\"1080\" \/><\/figure>\n<h4 id=\"io-%E4%BB%8B%E9%9D%A2%E8%88%87%E6%84%9F%E6%B8%AC%E5%99%A8%E6%95%B4%E5%90%88%E8%83%BD%E5%8A%9B\">I\/O \u4ecb\u9762\u8207\u611f\u6e2c\u5668\u6574\u5408\u80fd\u529b<\/h4>\n<p>\u958b\u767c\u5957\u4ef6\u63d0\u4f9b\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u9023\u63a5\u80fd\u529b\uff1a\u914d\u5099 1 \u500b QSFP28\uff08\u652f\u63f4 4\u00d725 GbE\uff09\u548c 1 \u500b Multi-GbE RJ45 \u9023\u63a5\u57e0\u3002\u9019\u6a23\u7684\u914d\u7f6e\u8b93\u9ad8\u901f\u76f8\u6a5f\u3001\u96f7\u9054\u548c\u591a\u8def\u4e32\u6d41\u7684\u532f\u805a\u8b8a\u5f97\u8f15\u800c\u6613\u8209\uff0c\u4e5f\u65b9\u4fbf\u9032\u884c\u5206\u6563\u5f0f\u5354\u4f5c\u3002<\/p>\n<p>\u900f\u904e Holoscan Sensor Bridge \u548c\u300cCamera over Ethernet\u300d\u6280\u8853\uff0c\u8cc7\u6599\u53ef\u4ee5\u76f4\u63a5\u50b3\u9001\u5230 GPU \u8a18\u61b6\u9ad4\uff0c\u5927\u5e45\u964d\u4f4e\u5ef6\u9072\u548c CPU \u8ca0\u8f09\u3002\u7d50\u5408 HSB \u548c\u591a\u7d44 MIPI CSI-2 \u4ecb\u9762\uff0c\u53ef\u4ee5\u8f15\u9b06\u5be6\u73fe\u5927\u898f\u6a21\u76f8\u6a5f\u9663\u5217\u7684\u64f4\u5c55\u3002<\/p>\n<h4 id=\"%E8%BB%9F%E9%AB%94%E7%94%9F%E6%85%8B%E7%B3%BB%E7%B5%B1%E8%88%87%E9%96%8B%E7%99%BC%E9%AB%94%E9%A9%97\">\u8edf\u9ad4\u751f\u614b\u7cfb\u7d71\u8207\u958b\u767c\u9ad4\u9a57<\/h4>\n<p>JetPack 7 \u7684\u63a8\u51fa\u5e36\u4f86\u4e86\u91cd\u5927\u5347\u7d1a\uff1aLinux kernel 6.8\u3001Ubuntu 24.04 LTS\uff0c\u4ee5\u53ca\u7d71\u4e00\u7684 CUDA 13.0\uff08\u5c0d\u9f4a SBSA \u6a19\u6e96\uff09\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u5b8c\u6574\u6574\u5408\u4e86 NVIDIA Isaac\u3001Metropolis \u548c Holoscan \u7b49\u5be6\u9ad4 AI \u5de5\u4f5c\u6d41\u7a0b\u6846\u67b6\u3002<\/p>\n<p>\u5b98\u65b9\u5c55\u793a\u4e2d\uff0cThor \u80fd\u5920\u540c\u6642\u8655\u7406\u591a\u500b\u751f\u6210\u5f0f\u6a21\u578b\u548c\u591a\u6a21\u614b\u611f\u6e2c\u5668\u8acb\u6c42\uff0cTTFT\uff08\u9996\u500b token \u6642\u9593\uff09\u4f4e\u65bc 200 \u6beb\u79d2\uff0cTPOT\uff08\u6bcf\u500b token \u8f38\u51fa\u6642\u9593\uff09\u4f4e\u65bc 50 \u6beb\u79d2\uff0c\u5c55\u73fe\u4e86\u9a5a\u4eba\u7684\u5373\u6642\u97ff\u61c9\u80fd\u529b\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img loading=\"lazy\" decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Getting-Started-with-the-NVIDIA-Jetson-AGX-Thor-Developer-Kit-for-Physical-AI-5-24-screenshot.jpeg\" alt=\"\" width=\"3840\" height=\"2160\" \/><\/figure>\n<h4 id=\"%E5%AF%A6%E9%9A%9B%E6%95%88%E8%83%BD%E8%A1%A8%E7%8F%BE%E8%88%87%E6%95%88%E7%8E%87%E5%88%86%E6%9E%90\">\u5be6\u969b\u6548\u80fd\u8868\u73fe\u8207\u6548\u7387\u5206\u6790<\/h4>\n<p>\u76f8\u8f03\u65bc Orin\uff0cThor \u5728\u591a\u500b LLM\/VLM\/VLA \u57fa\u6e96\u6e2c\u8a66\u4e2d\u5c55\u73fe\u4e86 1.3 \u5230 5 \u500d\u7684\u8f38\u51fa\u901f\u5ea6\u63d0\u5347\u3002\u900f\u904e FP4 \u91cf\u5316\u548c\u63a8\u6e2c\u5f0f\u89e3\u78bc\u6280\u8853\uff0c\u9084\u80fd\u7372\u5f97\u6700\u9ad8\u7d04 2 \u500d\u7684\u984d\u5916\u6548\u80fd\u589e\u76ca\u3002<\/p>\n<p>\u9019\u5c0d\u65bc\u5834\u908a\u53e3\u8a9e\u7406\u89e3\u3001\u8996\u89ba\u8a9e\u8a00\u52d5\u4f5c\uff08VLA\uff09\u548c\u8907\u96dc\u4efb\u52d9\u898f\u5283\u7b49\u61c9\u7528\u5834\u666f\u4f86\u8aaa\u610f\u7fa9\u91cd\u5927\uff0c\u56e0\u70ba\u5b83\u80fd\u628a\u5ef6\u9072\u58d3\u7e2e\u5230\u771f\u6b63\u53ef\u64cd\u4f5c\u7684\u5373\u6642\u5340\u9593\u5167\u3002<\/p>\n<h4 id=\"%E7%94%A2%E5%93%81%E7%B3%BB%E5%88%97%E8%88%87%E5%AE%9A%E5%83%B9%E8%B3%87%E8%A8%8A\">\u7522\u54c1\u7cfb\u5217\u8207\u5b9a\u50f9\u8cc7\u8a0a<\/h4>\n<table>\n<thead>\n<tr>\n<th>\u7522\u54c1\u578b\u865f<\/th>\n<th>\u4e3b\u8981\u898f\u683c\u8207\u7279\u8272<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Jetson AGX Thor Developer Kit<\/td>\n<td>\u552e\u50f9 3,499 \u7f8e\u5143\uff0c\u642d\u8f09 T5000 \u6a21\u7d44\uff0c\u5167\u5efa 1TB NVMe<\/td>\n<\/tr>\n<tr>\n<td>Jetson T5000<\/td>\n<td>Blackwell GPU\uff08MIG 10 TPC\uff09\u300114 \u6838 CPU\u3001128GB \u8a18\u61b6\u9ad4<\/td>\n<\/tr>\n<tr>\n<td>Jetson T4000<\/td>\n<td>\u964d\u898f\u7248 Blackwell\uff08MIG 6 TPC\uff09\u300112 \u6838 CPU\u300164GB \u8a18\u61b6\u9ad4<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u958b\u767c\u5957\u4ef6\u5df2\u7d93\u900f\u904e\u6388\u6b0a\u7d93\u92b7\u5546\u958b\u59cb\u4f9b\u8ca8\uff0c\u540c\u7cfb\u5217\u7684 T5000\/T4000 \u91cf\u7522\u6a21\u7d44\u4e5f\u540c\u6b65\u91cb\u51fa\u3002<\/p>\n<h4 id=\"%E7%A4%BE%E7%BE%A4%E8%A8%8E%E8%AB%96\">\u793e\u7fa4\u8a0e\u8ad6<\/h4>\n<p>\u958b\u767c\u8005\u793e\u7fa4\u7684\u8a0e\u8ad6\u76f8\u7576\u6d3b\u8e8d\u3002\u5728\u5b98\u65b9\u8ad6\u58c7\u4e0a\uff0c\u9664\u4e86 JetPack 7.0 \u91dd\u5c0d Thor \u7684\u6b63\u5f0f\u7248\u516c\u544a\u5916\uff0c\u8fd1\u671f\u8a0e\u8ad6\u4e3b\u8981\u96c6\u4e2d\u5728\u5be6\u52d9\u8b70\u984c\uff1aPCIe \u63a7\u5236\u5668\u7684\u555f\u7528\u3001QSFP 25 GbE \u914d\u7f6e\u3001GMSL\/HSB \u76f8\u6a5f\u8a2d\u5b9a\u3001MGBE\/PHY \u8abf\u6821\u3001NVMe \u64f4\u5145\uff0c\u4ee5\u53ca GUI \u548c\u7db2\u5361\u7684\u7a69\u5b9a\u6027\u512a\u5316\u3002<\/p>\n<p>Reddit \u548c LLM \u793e\u7fa4\u5247\u7d93\u5e38\u8a0e\u8ad6\u300c\u80fd\u4e0d\u80fd\u628a Thor \u7576\u4f5c\u4fbf\u5b9c\u7684\u672c\u5730 LLM \u76d2\u5b50\u300d\u9019\u500b\u554f\u984c\u3002\u591a\u6578\u56de\u8986\u6307\u51fa\uff0cLPDDR5X \u548c\u908a\u7de3\u529f\u8017\u8a2d\u8a08\u66f4\u9069\u5408\u63a8\u8ad6\u548c\u6a5f\u5668\u4eba\u5373\u6642\u6027\u61c9\u7528\uff0c\u800c\u975e\u7528\u65bc\u8a13\u7df4\u5927\u578b\u6a21\u578b\u6216\u9700\u8981\u9ad8 VRAM \u7684\u684c\u9762\u63a8\u8ad6\u5834\u666f\u3002<\/p>\n<hr \/>\n<h4 id=\"%E5%85%B8%E5%9E%8B%E6%87%89%E7%94%A8%E5%A0%B4%E6%99%AF%E8%A7%A3%E6%9E%90\">\u5178\u578b\u61c9\u7528\u5834\u666f\u89e3\u6790<\/h4>\n<h5 id=\"%E9%A1%9E%E4%BA%BA%E5%BD%A2%E6%A9%9F%E5%99%A8%E4%BA%BA%E8%88%87%E8%87%AA%E4%B8%BB%E7%A7%BB%E5%8B%95%E6%A9%9F%E5%99%A8%E4%BA%BA%EF%BC%88amr%EF%BC%89\">\u985e\u4eba\u5f62\u6a5f\u5668\u4eba\u8207\u81ea\u4e3b\u79fb\u52d5\u6a5f\u5668\u4eba\uff08AMR\uff09<\/h5>\n<p>\u5728\u7aef\u5074\u540c\u6642\u8655\u7406\u8a9e\u97f3\u548c\u8996\u89ba\u7406\u89e3\u3001\u8def\u5f91\u898f\u5283\u548c\u529b\u63a7\u5236\uff0c\u5927\u5e45\u6e1b\u5c11\u5c0d\u96f2\u7aef\u7684\u4f9d\u8cf4\u548c\u5ef6\u9072\u554f\u984c\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img loading=\"lazy\" decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Getting-Started-with-the-NVIDIA-Jetson-AGX-Thor-Developer-Kit-for-Physical-AI-6-16-screenshot.jpeg\" alt=\"\" width=\"3840\" height=\"2160\" \/><\/figure>\n<h5 id=\"%E5%B7%A5%E6%A5%AD%E8%A6%96%E8%A6%BA%E4%BB%A3%E7%90%86%E7%B3%BB%E7%B5%B1\">\u5de5\u696d\u8996\u89ba\u4ee3\u7406\u7cfb\u7d71<\/h5>\n<p>\u900f\u904e Metropolis \u7684 VSS Blueprint \u5be6\u73fe\u5373\u6642\u544a\u8b66\u3001\u5167\u5bb9\u6458\u8981\u548c\u5f71\u7247\u554f\u7b54\u529f\u80fd\uff0c\u7279\u5225\u9069\u7528\u65bc\u88fd\u9020\u5b89\u5168\u76e3\u63a7\u3001\u5834\u9928\u4e92\u52d5\u7cfb\u7d71\u548c\u9053\u8def\u4e8b\u4ef6\u56de\u61c9\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img loading=\"lazy\" decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Getting-Started-with-the-NVIDIA-Jetson-AGX-Thor-Developer-Kit-for-Physical-AI-4-44-screenshot.jpeg\" alt=\"\" width=\"3840\" height=\"2160\" \/><\/figure>\n<h5 id=\"%E9%86%AB%E7%99%82%E8%88%87%E6%84%9F%E6%B8%AC%E5%99%A8%E5%8C%AF%E6%B5%81\">\u91ab\u7642\u8207\u611f\u6e2c\u5668\u532f\u6d41<\/h5>\n<p>\u5229\u7528 Holoscan \u5efa\u7acb\u591a\u611f\u6e2c\u5668\u96f6\u62f7\u8c9d\u7ba1\u7dda\uff0c\u78ba\u4fdd\u6c7a\u7b56\u5ef6\u9072\u6700\u5c0f\u5316\uff0c\u4e26\u900f\u904e MIG \u63d0\u4f9b\u5b89\u5168\u9694\u96e2\u3002<\/p>\n<h4 id=\"%E9%96%8B%E7%99%BC%E8%B3%87%E6%BA%90%E8%88%87%E5%AD%B8%E7%BF%92%E8%B7%AF%E5%BE%91\">\u958b\u767c\u8cc7\u6e90\u8207\u5b78\u7fd2\u8def\u5f91<\/h4>\n<p>NVIDIA Developer \u63d0\u4f9b\u4e86\u8c50\u5bcc\u7684\u4e0a\u624b\u5f71\u7247\uff0c\u6db5\u84cb\u958b\u6a5f\u6d41\u7a0b\u3001\u786c\u9ad4\u5c0e\u89bd\u548c\u5de5\u4f5c\u6d41\u7a0b\u4ecb\u7d39\uff08\u5305\u62ec Isaac GR00T N1\u3001VSS\u3001Holoscan Sensor Bridge\uff09\uff0c\u5c0d\u521d\u6b21\u63a5\u89f8\u958b\u767c\u5957\u4ef6\u7684\u958b\u767c\u8005\u4f86\u8aaa\u975e\u5e38\u5be6\u7528\u3002<\/p>\n<p>\u5b98\u65b9\u6280\u8853\u90e8\u843d\u683c\u6df1\u5165\u4ecb\u7d39\u4e86 JetPack 7\u3001MIG\u3001FP4\u3001\u63a8\u6e2c\u5f0f\u89e3\u78bc\u548c\u591a\u6a21\u578b\u4e26\u884c\u7b49\u6280\u8853\u7d30\u7bc0\uff0c\u4e26\u63d0\u4f9b\u57fa\u6e96\u6e2c\u8a66\u6578\u64da\u548c\u914d\u7f6e\u5efa\u8b70\u3002<\/p>\n<hr \/>\n<h4 id=\"%E5%B0%8E%E5%85%A5%E8%80%83%E9%87%8F%E8%88%87%E6%9C%80%E4%BD%B3%E5%AF%A6%E8%B8%90\">\u5c0e\u5165\u8003\u91cf\u8207\u6700\u4f73\u5be6\u8e10<\/h4>\n<h5 id=\"%E6%A8%A1%E5%9E%8B%E8%88%87%E8%A8%98%E6%86%B6%E9%AB%94%E7%AD%96%E7%95%A5\">\u6a21\u578b\u8207\u8a18\u61b6\u9ad4\u7b56\u7565<\/h5>\n<p>\u5982\u679c\u9700\u8981\u5728\u7aef\u5074\u540c\u6642\u904b\u884c\u591a\u500b\u6a21\u578b\uff0c\u5efa\u8b70\u63a1\u7528 FP4\/FP8 \u6df7\u5408\u91cf\u5316\u7b56\u7565\uff0c\u4e26\u5229\u7528 MIG \u9032\u884c\u8cc7\u6e90\u5207\u5206\u3002\u540c\u6642\u8981\u4ed4\u7d30\u898f\u5283\u5e8f\u5217\u9577\u5ea6\u3001\u4f75\u767c\u5ea6\u548c\u9810\u586b\u5145\u7b56\u7565\uff0c\u4ee5\u5e73\u8861 TTFT \u548c TPOT \u7684\u8868\u73fe\u3002<\/p>\n<h5 id=\"io-%E8%88%87%E6%93%B4%E5%85%85%E8%A6%8F%E5%8A%83\">I\/O \u8207\u64f4\u5145\u898f\u5283<\/h5>\n<p>\u4e8b\u524d\u8a55\u4f30 QSFP28\u3001MIPI CSI-2\u3001PCIe Gen5 \u63d2\u69fd\u548c\u5132\u5b58\u64f4\u5145\u7684\u4f48\u7dda\u3001\u4f9b\u96fb\u548c\u6563\u71b1\u9700\u6c42\uff0c\u907f\u514d\u5728\u90e8\u7f72\u5f8c\u671f\u9047\u5230\u74f6\u9838\u3002<\/p>\n<h5 id=\"%E8%BB%9F%E9%AB%94%E7%9B%B8%E5%AE%B9%E6%80%A7%E8%80%83%E9%87%8F\">\u8edf\u9ad4\u76f8\u5bb9\u6027\u8003\u91cf<\/h5>\n<p>JetPack 7 \u5e36\u4f86\u4e86 Ubuntu 24.04 \u548c Kernel 6.8 \u7684\u91cd\u5927\u8b8a\u66f4\uff0c\u96d6\u7136\u8b93\u9a45\u52d5\u7a0b\u5f0f\u548c\u5de5\u5177\u93c8\u66f4\u52a0\u73fe\u4ee3\u5316\uff0c\u4f46\u9077\u79fb\u6642\u9700\u8981\u4ed4\u7d30\u9a57\u8b49\u76f8\u5bb9\u6027\u3002\u8ad6\u58c7\u4e0a\u5df2\u7d93\u6709\u4e0d\u5c11\u95dc\u65bc PCIe\u3001\u76f8\u6a5f\u548c GPU \u9694\u96e2\u7b49\u5be6\u4f5c\u6848\u4f8b\u53ef\u4f9b\u53c3\u8003\u3002<\/p>\n<hr \/>\n<h4 id=\"thor-vs-orin%EF%BC%9A%E7%9C%9F%E5%AF%A6%E5%B7%A5%E4%BD%9C%E8%B2%A0%E8%BC%89%E6%AF%94%E8%BC%83\">Thor vs Orin\uff1a\u771f\u5be6\u5de5\u4f5c\u8ca0\u8f09\u6bd4\u8f03<\/h4>\n<p>\u5728\u771f\u5be6\u4e16\u754c\u7684\u5de5\u4f5c\u8ca0\u8f09\u4e2d\uff0cJetson AGX Thor \u76f8\u8f03\u65bc Jetson AGX Orin \u5c55\u73fe\u4e86\u986f\u8457\u512a\u52e2\u3002\u5728\u751f\u6210\u5f0f AI \u63a8\u8ad6\u4efb\u52d9\u4e2d\uff0c\u53ef\u898b\u7d04 1.3 \u5230 5 \u500d\u7684\u8f38\u51fa\u901f\u5ea6\u63d0\u5347\uff0cTTFT \u548c TPOT \u5ef6\u9072\u5927\u5e45\u964d\u4f4e\uff0c\u5373\u4f7f\u5728\u9ad8\u4f75\u767c\u60c5\u6cc1\u4e0b\u4e5f\u80fd\u7dad\u6301\u7a69\u5b9a\u56de\u61c9\u3002<\/p>\n<figure class=\"kg-card kg-image-card kg-width-full\"><img loading=\"lazy\" decoding=\"async\" class=\"kg-image lightense-target\" src=\"https:\/\/s4.tenten.co\/learning\/content\/images\/2025\/08\/Getting-Started-with-the-NVIDIA-Jetson-AGX-Thor-Developer-Kit-for-Physical-AI-4-11-screenshot.jpeg\" alt=\"\" width=\"3840\" height=\"2160\" \/><\/figure>\n<h5 id=\"%E6%95%88%E8%83%BD%E5%B7%AE%E7%95%B0%E7%9A%84%E6%A0%B9%E6%9C%AC%E5%8E%9F%E5%9B%A0\">\u6548\u80fd\u5dee\u7570\u7684\u6839\u672c\u539f\u56e0<\/h5>\n<p>Thor \u7684\u512a\u52e2\u4e3b\u8981\u4f86\u81ea\u5e7e\u500b\u95dc\u9375\u56e0\u7d20\uff1a<\/p>\n<p>Blackwell \u67b6\u69cb\u642d\u914d\u539f\u751f FP4 \u652f\u63f4\u548c\u65b0\u4e00\u4ee3 Transformer Engine\uff0c\u5728 prefill \u548c decoding \u968e\u6bb5\u90fd\u6709\u986f\u8457\u52a0\u901f\u3002MIG \u6280\u8853\u8b93\u55ae\u9846 GPU \u80fd\u5207\u5206\u6210\u591a\u500b\u9694\u96e2\u5be6\u4f8b\uff0c\u78ba\u4fdd\u95dc\u9375\u4efb\u52d9\u548c\u975e\u5373\u6642\u4efb\u52d9\u80fd\u5920\u4e26\u884c\u4e14\u53ef\u9810\u6e2c\u5730\u57f7\u884c\u3002128 GB \u7684\u5927\u5bb9\u91cf\u8a18\u61b6\u9ad4\u548c\u7d04 273 GB\/s \u7684\u9ad8\u983b\u5bec\uff0c\u8b93\u9577\u5e8f\u5217\u3001\u5927\u6279\u6b21\u548c\u591a\u6a21\u578b\u5171\u5b58\u6210\u70ba\u53ef\u80fd\u3002<\/p>\n<h5 id=\"%E5%AF%A6%E9%9A%9B%E6%87%89%E7%94%A8%E5%A0%B4%E6%99%AF%E7%9A%84%E5%B7%AE%E7%95%B0\">\u5be6\u969b\u61c9\u7528\u5834\u666f\u7684\u5dee\u7570<\/h5>\n<p>\u5728\u591a\u6a21\u614b\u4eba\u6a5f\u4e92\u52d5\u5834\u666f\u4e2d\uff0cThor \u66f4\u5bb9\u6613\u7dad\u6301\u300c\u770b\u3001\u60f3\u3001\u505a\u300d\u7684\u5373\u6642\u9589\u74b0\uff0c\u5e38\u898b\u7684\u5361\u9813\u9ede\u56e0\u70ba FP4\u3001MIG \u548c\u96f6\u62f7\u8c9d\u6280\u8853\u800c\u7372\u5f97\u6539\u5584\u3002\u5c0d\u65bc\u591a\u76f8\u6a5f\u548c\u96f7\u9054\u532f\u805a\u61c9\u7528\uff0cThor \u7684 4\u00d725GbE \u548c PCIe Gen5 \u80fd\u5728\u9ad8\u901a\u9053\u6578\u4e0b\u7dad\u6301\u4f4e\u6296\u52d5\u548c\u4f4e\u62f7\u8c9d\uff0c\u7279\u5225\u9069\u5408\u5de5\u5ee0\u3001\u5009\u5132\u548c\u79fb\u52d5\u6a5f\u5668\u4eba\u7684\u9577\u6642\u9593\u7a69\u5b9a\u4e32\u6d41\u3002<\/p>\n<figure class=\"kg-card kg-embed-card\">\n<div class=\"js-reframe\"><iframe title=\"Getting Started with the NVIDIA Jetson AGX Thor Developer Kit for Physical AI\" src=\"https:\/\/www.youtube.com\/embed\/iYT2haVIgSM?feature=oembed\" width=\"200\" height=\"113\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe><\/div>\n<\/figure>\n<hr \/>\n<h4 id=\"%E7%B8%BD%E7%B5%90%EF%BC%9A%E9%82%8A%E7%B7%A3-ai-%E7%9A%84%E6%9C%AA%E4%BE%86%E5%B7%B2%E7%B6%93%E5%88%B0%E4%BE%86\">\u7e3d\u7d50\uff1a\u908a\u7de3 AI \u7684\u672a\u4f86\u5df2\u7d93\u5230\u4f86<\/h4>\n<p>\u5c0d\u65bc\u9700\u8981\u5728\u908a\u7de3\u904b\u884c\u751f\u6210\u5f0f\u591a\u6a21\u614b AI \u548c\u4f4e\u5ef6\u9072\u9589\u74b0\u63a7\u5236\u7684\u5718\u968a\u4f86\u8aaa\uff0cNVIDIA Jetson AGX Thor \u5e36\u4f86\u4e86\u986f\u8457\u7684\u6548\u80fd\u3001\u6548\u7387\u548c\u5ef6\u9072\u512a\u52e2\u3002\u5b83\u7684 I\/O \u80fd\u529b\u548c\u8edf\u9ad4\u5806\u758a\u5b8c\u5168\u91dd\u5c0d\u6a5f\u5668\u4eba\u5be6\u52d9\u61c9\u7528\u9032\u884c\u4e86\u512a\u5316\u3002\u5982\u679c\u4f60\u7684\u76ee\u6a19\u662f\u628a\u300c\u4f3a\u670d\u5668\u7d1a\u300d\u7684\u5de5\u4f5c\u8ca0\u8f09\u58d3\u7e2e\u5230\u53ef\u651c\u5f0f\u6216\u884c\u52d5\u5e73\u53f0\u4e0a\uff0cThor \u662f\u76ee\u524d\u5e02\u5834\u4e0a\u5c11\u6578\u80fd\u540c\u6642\u6eff\u8db3\u6027\u80fd\u5bc6\u5ea6\u548c\u5de5\u7a0b\u53ef\u884c\u6027\u7684\u9078\u64c7\u3002<\/p>\n<p>\u9577\u671f\u89c0\u5bdf\u908a\u7de3 AI \u548c\u6a5f\u5668\u4eba\u7522\u696d\u7684\u767c\u5c55\uff0cThor \u771f\u6b63\u628a\u300c\u96f2\u7aef\u7d1a\u751f\u6210\u5f0f\u63a8\u8ad6\u300d\u5e36\u5230\u4e86\u884c\u52d5\u5e73\u53f0\u3002\u95dc\u9375\u5728\u65bc FP4\u3001MIG\u3001\u611f\u6e2c\u5668\u76f4\u901a\u548c\u8edf\u786c\u9ad4\u5354\u540c\u80fd\u5426\u5728\u5be6\u969b\u7522\u54c1\u4e2d\u7dad\u6301\u7a69\u5b9a\u6027\u548c\u53ef\u7dad\u904b\u6027\u3002\u5c0d\u65bc\u8981\u958b\u767c VLA \u548c\u5927\u898f\u6a21\u76f8\u6a5f\u7ba1\u7dda\u7684\u5718\u968a\u4f86\u8aaa\uff0c\u65e9\u671f\u6295\u5165\u8edf\u9ad4\u6d41\u7a0b\uff08Isaac\/Metropolis\/Holoscan\uff09\u548c\u786c\u9ad4 I\/O \u8a2d\u8a08\uff0c\u6703\u6bd4\u55ae\u7d14\u8ffd\u6c42 TOPS\/TFLOPS \u6578\u5b57\u66f4\u80fd\u6c7a\u5b9a\u5c08\u6848\u7684\u6210\u6557\u3002<\/p>\n<figure class=\"kg-card kg-embed-card\"><\/figure>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>NVIDIA Jetson AGX Thor \u5b8c\u6574\u89e3\u6790\uff1a\u5be6\u9ad4 AI \u8207\u985e\u4eba\u5f62\u6a5f\u5668\u4eba\u7684\u65b0\u4e16\u4ee3\u908a\u7de3\u904b\u7b97\u5e73\u53f0 NVI [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[60],"tags":[],"class_list":["post-11947","post","type-post","status-publish","format-standard","hentry","category-60"],"_links":{"self":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts\/11947","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/comments?post=11947"}],"version-history":[{"count":1,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts\/11947\/revisions"}],"predecessor-version":[{"id":11948,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/posts\/11947\/revisions\/11948"}],"wp:attachment":[{"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/media?parent=11947"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/categories?post=11947"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hcedu.org.tw\/new\/wp-json\/wp\/v2\/tags?post=11947"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}