{"id":4509,"date":"2025-11-05T11:12:00","date_gmt":"2025-11-05T11:12:00","guid":{"rendered":"https:\/\/lp.szlogic.cn\/knowledge-center\/cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained\/"},"modified":"2026-06-22T05:33:53","modified_gmt":"2026-06-22T05:33:53","slug":"cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained","status":"publish","type":"post","link":"https:\/\/resourceslp.szlogic.cn\/nl\/knowledge-center\/cpu-vs-gpu-vs-tpu-vs-npu-architecture-comparison-explained","title":{"rendered":"Begrip van CPU versus GPU versus TPU versus NPU in moderne AI-systemen"},"content":{"rendered":"<figure class=\"wp-block-image aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"712\" src=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57.webp\" alt=\"CPU vs GPU vs TPU vs NPU in AI Systems\" class=\"wp-image-4506\" srcset=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57.webp 1200w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-300x178.webp 300w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-1024x608.webp 1024w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-768x456.webp 768w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/0bc0ebf4840d42efa3bfdc4b846ffe57-18x12.webp 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">AI, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/knowledge-center\/what-is-cloud-computing-access-servers-storage-apps-online\/\">cloudcomputing<\/a>, en intelligente edge-apparaten herdefini\u00ebren hoe we computersystemen ontwerpen. Termen zoals <strong>CPU<\/strong>, <strong>GPU<\/strong>, <strong>TPU<\/strong>, en <strong>NPU<\/strong> zijn nu centraal in discussies over modeltraining, inferentie-effici\u00ebntie en systeemprestaties.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hoewel alle vier gegevens verwerken, zijn ze geoptimaliseerd voor verschillende werkbelastingen. Deze gids verduidelijkt hun architectonische verschillen, prestatiegerichtheid en praktische toepassingen in moderne AI-systemen.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> Wat is een CPU? (Central Processing Unit)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Algemene besturing en berekening<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">De <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/what-is-cpu-central-processing-unit\/\"><strong>CPU<\/strong><\/a> is de fundamentele algemene processor in computersystemen. Hij benadrukt <strong>uitvoering met lage latentie<\/strong>, complex vertakt logica en systeemorchestratie.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Belangrijke kenmerken<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Pipeline met meerdere fasen en takvoorspelling<\/p><\/li>\n\n\n\n<li><p>Grote cachehi\u00ebrarchie<\/p><\/li>\n\n\n\n<li><p>Geoptimaliseerd voor sequenti\u00eble en gemengde werkbelastingen<\/p><\/li>\n\n\n\n<li><p>Verwerkt besturingssystemen, I\/O, planning en algemene applicatielogica<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>PoE++ RJ45-magnetische aansluiting<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Systeemorchestratie en taken van het besturingssysteem<\/p><\/li>\n\n\n\n<li><p>Databasebewerkingen en API-logica<\/p><\/li>\n\n\n\n<li><p>Voor- en nabewerking voor AI-modellen<\/p><\/li>\n\n\n\n<li><p>Netwerkstack en control plane<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>LS-SM3101-40I<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Lagere parallelle doorvoer dan GPUs en accelerators<\/p><\/li>\n\n\n\n<li><p>Hogere kosten per AI-bewerking<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> Wat is een GPU? (Graphics Processing Unit)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Hoogparallelle berekening voor ML-training<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Oorspronkelijk gebouwd voor grafische toepassingen, <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/what-is-a-gpu-graphics-processing-units\/\"><strong>GPU\u2019s<\/strong><\/a> blinken uit in <strong>massaal parallelle zwevendekomma-bewerkingen<\/strong>, waardoor ze domineren in deep-learning-training.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Belangrijke kenmerken<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Duizenden SIMD\/SIMT-ALU\u2019s<\/p><\/li>\n\n\n\n<li><p>Hoge FP16\/FP32-doorvoer<\/p><\/li>\n\n\n\n<li><p>Uiterst effici\u00ebnt bij matrix- en tensorwerkbelastingen<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Geschikt voor<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Training van deep-learningmodellen<\/p><\/li>\n\n\n\n<li><p><a href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/what-is-hpc-high-performance-computing\/\" target=\"_blank\" rel=\"\">High-performance computing (HPC)<\/a><\/p><\/li>\n\n\n\n<li><p>Weergave, simulatie, videoversnelling<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>LS-SM3101-40I<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Hoog stroomverbruik<\/p><\/li>\n\n\n\n<li><p>Minder effici\u00ebnt voor niet-parallelle logica<\/p><\/li>\n\n\n\n<li><p>Vereist geoptimaliseerde frameworks en kernels<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> Wat is een TPU? (Tensor Processing Unit)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Google\u2019s AI-dedicatede accelerator<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/tpu-tensor-processing-unit-google-ai-accelerator\/\"><strong>TPU (tensorverwerkingseenheid)<\/strong><\/a> is een domeinspecifieke AI-ASIC ontwikkeld door Google voor <strong>matrixvermenigvuldiging en tensorbewerkingen<\/strong>, veel gebruikt in grootschalige ML-training en -inferentie.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Belangrijke architectuurkenmerken<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Systolische array-berekeningsunits<\/p><\/li>\n\n\n\n<li><p>Geheugen met hoge bandbreedte op de chip<\/p><\/li>\n\n\n\n<li><p>Geoptimaliseerd voor TensorFlow en grote transformermodellen<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Geschikt voor<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>AI op cloudschalen en LLM-training<\/p><\/li>\n\n\n\n<li><p>Inferentie met hoge doorvoer<\/p><\/li>\n\n\n\n<li><p>Aanbevelingssystemen, spraak- en visiemodellen<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>LS-SM3101-40I<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Beschikbaar via Google Cloud<\/p><\/li>\n\n\n\n<li><p>Minder flexibel dan GPUs voor niet-AI-taken<\/p><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> Wat is een NPU? (Neural Processing Unit)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Effici\u00ebnte AI-inferentie op apparaatniveau<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Een <a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\"><strong>NPU<\/strong><\/a> versnelt deep-learning-inferentie in <strong>energiezuinige edge-omgevingen<\/strong>. Het is nu standaard in mobiele SoC\u2019s, automotive AI-chips en industri\u00eble IoT-processors.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Belangrijke kenmerken<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Gewijd neurale uitvoeringspijplijnen<\/p><\/li>\n\n\n\n<li><p>Ondersteuning voor gekwantiseerde berekeningen (INT8\/INT4)<\/p><\/li>\n\n\n\n<li><p>Hoge prestaties per watt voor AI-werkbelastingen<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Geschikt voor<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Mobiele AI (visie, spraak, AR\/VR)<\/p><\/li>\n\n\n\n<li><p>Slimme camera\u2019s en robotica<\/p><\/li>\n\n\n\n<li><p>Automotive <a href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/what-is-adas-system\/\" target=\"_blank\" rel=\"\">ADAS<\/a> berekening<\/p><\/li>\n\n\n\n<li><p>Lokale LLM en edge-inferentie<\/p><\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>LS-SM3101-40I<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>Niet geschikt voor grootschalige training<\/p><\/li>\n\n\n\n<li><p>Beperktere werkbelastingsflexibiliteit dan CPU\/GPU<\/p><\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-1024x683.png\" alt=\"What Is an NPU? (Neural Processing Unit)\" class=\"wp-image-4507\" srcset=\"https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-1024x683.png 1024w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-300x200.png 300w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-768x512.png 768w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e-18x12.png 18w, https:\/\/resourceslp.szlogic.cn\/wp-content\/uploads\/2026\/05\/4dd93454c13b47959397aca90d33749e.png 1536w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605<\/strong> Vergelijkings tabel: CPU vs GPU vs TPU vs NPU<\/h2>\n\n\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<colgroup><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><col style=\"min-width: 25px;\"\/><\/colgroup><tbody><tr><th colspan=\"1\" rowspan=\"1\"><p>Eigenschap<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>CPU<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>GPU<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>TPU<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>NPU<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>Kernfocus<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Besturing &amp; logica<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Parallelle berekening<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Tensorberekening<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Edge-inferentie<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>Berekeningsstijl<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Serieel + gemengd parallel<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Massaal parallel<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Matrix systolische array<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Neurale pijplijnen<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>Sterkte<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Flexibiliteit<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Training &amp; HPC<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Grootschalige AI<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Energiezuinige AI<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\"><p>Beste locatie<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Servers, pc\u2019s<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Werkstations, cloud<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Google Cloud<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Edge-apparaten<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>Praktijkscenario\u2019s voor implementatie<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">For campus networks, metro areas, or remote sites, the supports up to 40 km over single-mode fiber. Its combination of reach, reliability, and diagnostics ensures high-quality connections across long distances.<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>GPU \/ TPU<\/strong> voor training van grote neurale netwerken<\/p><\/li>\n\n\n\n<li><p><strong>CPU<\/strong> voor control plane, planning en I\/O<\/p><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Edge &amp; ingebouwd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p><a href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\" target=\"_blank\" rel=\"\"><strong>NPU<\/strong><\/a> voor real-time inferentie<\/p><\/li>\n\n\n\n<li><p><strong>CPU<\/strong> beheert OS, systeemtaken en fallback-berekening<\/p><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Hybride AI-strategie<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Moderne berekeningsstacks combineren steeds vaker <strong>CPU + GPU\/TPU + NPU<\/strong> om kosten, latentie en energie-effici\u00ebntie te optimaliseren.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>Connectiviteit &amp; hardwareinfrastructuur<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">High-performance berekeningsplatforms vereisen robuuste netwerken en I\/O. Betrouwbare fysieke interfaces waarborgen gegevensintegriteit tussen servers, accelerators en edge-apparaten.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Gerelateerde hardware van <\/strong><a target=\"_blank\" rel=\"\" href=\"https:\/\/www.l-p.com\/\"><strong>LINK-PP<\/strong><\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><p>High-speed<br> <a href=\"https:\/\/www.l-p.com\/store-17516-10g-base-t-rj45-connector.htm\" target=\"_blank\" rel=\"\"><strong>RJ45-connectoren<\/strong><\/a> (1 G\/2,5 G\/10 G, PoE)<\/p><\/li>\n\n\n\n<li><p><strong>Ethernet-magneten &amp; <\/strong><a href=\"https:\/\/www.l-p.com\/store-17548-lan-transformer.htm\" target=\"_blank\" rel=\"\"><strong>LAN-transformatoren<\/strong><\/a><\/p><\/li>\n\n\n\n<li><p><a href=\"https:\/\/www.l-p.com\/store-25432-optics-transceivers-sfp-modules.htm\" target=\"_blank\" rel=\"\"><strong>SFP\/QSFP-optische transceivermodules<\/strong><\/a> voor AI-cluster-netwerken<\/p><\/li>\n\n\n\n<li><p>Industri\u00eble ingebouwde Ethernet-componenten voor edge-AI-gateways<\/p><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Deze componenten ondersteunen gegevensoverdracht met hoge bandbreedte en lage latentie \u2014 essentieel voor gedistribueerde AI-systemen.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u2605 <\/strong>Conclusie<\/h2>\n\n\n\n<figure class=\"wp-block-table\">\n<table class=\"has-fixed-layout\">\n<colgroup><col style=\"width: 117px;\"\/><col style=\"width: 260px;\"\/><col style=\"min-width: 25px;\"\/><\/colgroup><tbody><tr><th colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p>Processor<\/p><\/th><th colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>Hoofdtaak<\/p><\/th><th colspan=\"1\" rowspan=\"1\"><p>Beste toepassing<\/p><\/th><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/what-is-cpu-central-processing-unit\/\"><strong>CPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>Algemene berekening<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Systeembesturing, gemengde berekening<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/what-is-a-gpu-graphics-processing-units\/\"><strong>GPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>Parallelle berekingsengine<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>AI-training, HPC-werkbelastingen<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/tpu-tensor-processing-unit-google-ai-accelerator\/\"><strong>TPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>Tensoraccelerator<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Cloud-LLM &amp; deep-learning-berekening<\/p><\/td><\/tr><tr><td colspan=\"1\" rowspan=\"1\" colwidth=\"117\"><p><a target=\"_blank\" rel=\"\" href=\"https:\/\/resourceslp.szlogic.cn\/nl\/glossary\/npu-neural-processing-unit-architecture-edge-ai-explained\/\"><strong>NPU<\/strong><\/a><\/p><\/td><td colspan=\"1\" rowspan=\"1\" colwidth=\"260\"><p>Edge-AI-inferentie<\/p><\/td><td colspan=\"1\" rowspan=\"1\"><p>Mobiele, ingebouwde en automotive AI<\/p><\/td><\/tr><\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Naarmate AI-systemen zich uitbreiden over cloud, edge en ingebouwde apparaten, ligt de toekomst in <strong>hybride berekeningsarchitecturen<\/strong> waarbij elk procesortype werkt binnen zijn optimale domein.<\/p>","protected":false},"excerpt":{"rendered":"<p>Leer het verschil tussen CPU, GPU, TPU en NPU. Deze diepgaande gids legt hun architectuur, toepassingsgebieden en prestaties uit voor AI, cloud en edge-computing.<\/p>","protected":false},"author":1,"featured_media":4508,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[22,23,24,25,26],"class_list":["post-4509","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-center","tag-integrated-rj45-connectors","tag-link-pp-lan-transformers","tag-link-pp","tag-modular-jack","tag-optics-transceivers"],"blocksy_meta":[],"acf":[],"_links":{"self":[{"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/posts\/4509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/comments?post=4509"}],"version-history":[{"count":4,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/posts\/4509\/revisions"}],"predecessor-version":[{"id":10934,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/posts\/4509\/revisions\/10934"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/media\/4508"}],"wp:attachment":[{"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/media?parent=4509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/categories?post=4509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/resourceslp.szlogic.cn\/nl\/wp-json\/wp\/v2\/tags?post=4509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}