{"id":110587,"date":"2026-09-29T02:24:48","date_gmt":"2026-09-28T18:24:48","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110587.html"},"modified":"2026-09-29T02:24:48","modified_gmt":"2026-09-28T18:24:48","slug":"%e9%ab%98%e5%b9%b6%e5%8f%91%e5%9c%ba%e6%99%af%e4%b8%8b%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%9c%8d%e5%8a%a1%e7%9a%84%e6%98%be%e5%ad%98%e7%9b%91%e6%8e%a7%ef%bc%9a%e9%98%b2%e8%8c%83%e9%95%bf%e4%b8%8a%e4%b8%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110587.html","title":{"rendered":"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM"},"content":{"rendered":"<h2>\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7&#xff1a;\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260928182447-6abab0ef32698.webp\" alt=\"\u5c01\u9762\u4fe1\u606f\u56fe\" \/><\/p>\n<p>\u5728\u5927\u6a21\u578b\u63a8\u7406\u670d\u52a1&#xff08;LLM Inference Service&#xff09;\u7684\u9ad8\u5e76\u53d1\u8fd0\u7ef4\u4e2d&#xff0c;\u6700\u4ee4 SRE \u548c\u7b97\u6cd5\u5de5\u7a0b\u5e08\u80c6\u6218\u5fc3\u60ca\u7684\u6545\u969c&#xff0c;\u83ab\u8fc7\u4e8e**\u201c\u5076\u53d1\u7a81\u53d1\u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42&#xff08;Long-Context Queries&#xff09;\u5f15\u53d1\u7684\u6574\u673a GPU \u663e\u5b58\u7206\u4ed3&#xff08;OOM Crash&#xff09;\u201d**\u3002<\/p>\n<p>\u5728\u5e38\u89c4\u6d41\u91cf\u4e0b&#xff0c;\u7528\u6237\u7684\u63d0\u95ee\u5927\u591a\u5728 500~1000 Token \u5de6\u53f3&#xff0c;GPU \u663e\u5b58\u6c34\u4f4d\u7a33\u5b9a\u5728 70% \u7684\u5065\u5eb7\u533a\u95f4\u3002<\/p>\n<p>\u7136\u800c&#xff0c;\u5728\u751f\u4ea7\u73af\u5883\u4e2d&#xff0c;\u968f\u65f6\u53ef\u80fd\u53d1\u751f\u610f\u5916\u60c5\u51b5&#xff1a;<\/p>\n<ul>\n<li>\u67d0\u4e2a\u4e0a\u6e38\u81ea\u52a8\u5316 Agent \u610f\u5916\u5411\u63a8\u7406\u670d\u52a1\u53d1\u9001\u4e86\u4e00\u4e2a\u5305\u542b 32,000 Token \u7684\u5de8\u578b\u4ee3\u7801\u5e93\u5feb\u7167&#xff1b;<\/li>\n<li>\u67d0\u4e2a\u4f01\u4e1a\u5ba2\u6237\u4e0a\u4f20\u4e86\u4e00\u4efd\u957f\u8fbe 100 \u9875\u7684 PDF \u6587\u6863\u5e76\u89e6\u53d1\u957f\u6587\u672c RAG \u95ee\u7b54&#xff1b;<\/li>\n<li>\u5f53 3~5 \u4e2a\u8fd9\u79cd\u201c\u5de8\u65e0\u9738\u201d\u957f\u6587\u672c\u8bf7\u6c42\u5728\u540c\u4e00\u79d2\u949f\u5e76\u53d1\u6d8c\u5165\u540c\u4e00\u4e2a GPU \u8282\u70b9\u65f6&#xff0c;KV Cache \u7684\u663e\u5b58\u9700\u6c42\u77ac\u95f4\u5448\u9636\u68af\u5f0f\u66b4\u6da8&#xff0c;\u7a81\u7834\u7269\u7406\u663e\u5b58\u6781\u9650&#xff0c;\u76f4\u63a5\u5f15\u53d1 CUDA \u9a71\u52a8\u5c42\u9762\u7684\u6574\u673a\u5d29\u6e83\u3002<\/li>\n<\/ul>\n<p>\u6784\u5efa\u4e00\u5957**\u201c\u6beb\u79d2\u7ea7\u957f\u6587\u672c\u524d\u7f6e\u62e6\u622a &#043; \u663e\u5b58\u52a8\u6001\u5206\u7ea7\u6d41\u63a7 &#043; \u667a\u80fd\u62c6\u5206\u8c03\u5ea6\u201d\u7684\u9ad8\u53ef\u7528\u9632\u5fa1\u4f53\u7cfb**&#xff0c;\u662f\u9632\u6b62\u5927\u6a21\u578b\u670d\u52a1\u88ab\u7a81\u53d1\u957f\u8bf7\u6c42\u51fb\u7a7f\u7684\u91cd\u4e2d\u4e4b\u91cd\u3002<\/p>\n<h3>\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1\u663e\u5b58\u51fb\u7a7f\u7684\u7269\u7406\u6a21\u578b<\/h3>\n<p>graph TD<br \/>\n    A[\u7a81\u53d1 5 \u4e2a 32k \u8d85\u957f\u4e0a\u4e0b\u6587\u5e76\u53d1\u8bf7\u6c42] &#8211;&gt; B[API Gateway \u9884\u4f30\u4e0e\u6d41\u91cf\u67d3\u8272]<br \/>\n    B &#8211;&gt; C{\u662f\u5426\u8d85\u51fa\u5f53\u524d GPU \u5269\u4f59 KV Cache \u5b89\u5168\u5bb9\u91cf?}<br \/>\n    C &#8211;&gt;|\u662f: \u89e6\u53d1\u8d85\u957f\u6587\u672c\u5b89\u5168\u9632\u5fa1| D[\u5206\u6d41\u81f3\u4e13\u5c5e Long-Context \u9694\u79bb\u63a8\u7406\u96c6\u7fa4 \u6216 \u5f02\u6b65\u4efb\u52a1\u961f\u5217]<br \/>\n    C &#8211;&gt;|\u5426: \u5728\u5b89\u5168\u6c34\u4f4d\u5185| E[\u5e38\u89c4\u9ad8\u4f18\u5148\u7ea7\u62a2\u5360\u5f0f\u8c03\u5ea6]<br \/>\n    D &amp; E &#8211;&gt; F[\u5b9e\u65f6 GPU \u663e\u5b58\u9ad8\u9891\u91c7\u6837 (\u6bcf 100ms \u4e00\u6b21) &#043; \u52a8\u6001\u7194\u65ad]<\/p>\n<h3>\u9632\u5fa1\u652f\u67f1\u4e00&#xff1a;\u7f51\u5173\u5c42 Token \u9884\u4f30\u4e0e\u524d\u7f6e\u51c6\u5165\u63a7\u5236&#xff08;Admission Control&#xff09;<\/h3>\n<p>\u5728\u8bf7\u6c42\u8fdb\u5165\u6602\u8d35\u7684 GPU \u663e\u5b58\u4e4b\u524d&#xff0c;API \u7f51\u5173\u5fc5\u987b\u8fdb\u884c\u6beb\u79d2\u7ea7\u7684 Token \u6570\u91cf\u524d\u7f6e\u9884\u4f30\u4e0e\u51c6\u5165\u5361\u70b9&#xff1a;<\/p>\n<p>package admission<\/p>\n<p>import (<br \/>\n&#034;context&#034;<br \/>\n&#034;errors&#034;<br \/>\n&#034;net\/http&#034;<br \/>\n)<\/p>\n<p>var (<br \/>\nErrContextTooLong &#061; errors.New(&#034;\u8bf7\u6c42\u4e0a\u4e0b\u6587\u8d85\u51fa\u6700\u5927\u5355\u6b21\u5b9e\u65f6\u5904\u7406\u4e0a\u9650 (8192 Tokens)&#034;)<br \/>\nErrClusterSaturated &#061; errors.New(&#034;\u5f53\u524d GPU \u7b97\u529b\u96c6\u7fa4\u5904\u4e8e\u9ad8\u5371\u6c34\u4f4d&#xff0c;\u8bf7\u7a0d\u540e\u91cd\u8bd5&#034;)<br \/>\n)<\/p>\n<p>func FastTokenAdmissionMiddleware(next http.Handler) http.Handler {<br \/>\nreturn http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {<br \/>\n\/\/ 1. \u57fa\u4e8e\u5b57\u8282\u957f\u5ea6\u4e0e\u8f7b\u91cf BPE \u5feb\u901f\u9884\u4f30 Prompt Token \u6570<br \/>\nestimatedTokens :&#061; fastEstimateTokens(r)<\/p>\n<p>\/\/ 2. \u5f3a\u884c\u963b\u65ad\u8d85\u8fc7\u5b89\u5168\u9608\u503c\u7684\u6781\u7aef\u6076\u610f\/\u5f02\u5e38\u8bf7\u6c42<br \/>\nif estimatedTokens &gt; 16384 {<br \/>\nhttp.Error(w, ErrContextTooLong.Error(), http.StatusRequestEntityTooLarge)<br \/>\nreturn<br \/>\n}<\/p>\n<p>\/\/ 3. \u9488\u5bf9 4k~16k \u7684\u8f83\u957f\u8bf7\u6c42&#xff0c;\u68c0\u67e5\u5f53\u524d GPU \u663e\u5b58\u7684\u52a8\u6001\u5269\u4f59\u5bb9\u91cf<br \/>\nif estimatedTokens &gt; 4096 {<br \/>\nif !hasEnoughGpuHeadroom(estimatedTokens) {<br \/>\n\/\/ \u4f18\u96c5\u964d\u7ea7&#xff1a;\u5f15\u5bfc\u8f6c\u5165\u540e\u53f0\u5f02\u6b65\u961f\u5217<br \/>\nrouteToAsyncBatchQueue(w, r)<br \/>\nreturn<br \/>\n}<br \/>\n}<\/p>\n<p>next.ServeHTTP(w, r)<br \/>\n})<br \/>\n}<\/p>\n<h3>\u9632\u5fa1\u652f\u67f1\u4e8c&#xff1a;\u96c6\u7fa4\u7269\u7406\u9694\u79bb&#xff08;Traffic Isolation&#xff09;<\/h3>\n<p>\u4e25\u7981\u5c06\u201c500 Token \u7684\u6781\u901f\u77ed\u6587\u672c\u4ea4\u4e92\u201d\u4e0e\u201c32k Token \u7684\u957f\u6587\u6863\u5206\u6790\u201d\u6df7\u8dd1\u5728\u540c\u4e00\u4e2a GPU \u8282\u70b9\u4e0a&#xff1a;<\/p>\n<ul>\n<li>\u77ed\u6587\u672c\u96c6\u7fa4&#xff08;Interactive Pool&#xff09;&#xff1a;\u5b9e\u4f8b\u7684 &#8211;max-model-len \u4e25\u683c\u9650\u5236\u4e3a 4096&#xff0c;\u914d\u7f6e\u6781\u9ad8\u7684\u5e76\u53d1\u6570&#xff08;max-num-seqs&#061;128&#xff09;&#xff0c;\u4fdd\u969c 95% \u65e5\u5e38\u7528\u6237\u7684\u6781\u901f\u6253\u5b57\u4f53\u9a8c&#xff1b;<\/li>\n<li>\u957f\u6587\u672c\u4e13\u5c5e\u96c6\u7fa4&#xff08;Long-Context Pool&#xff09;&#xff1a;\u5355\u72ec\u5206\u914d\u5927\u663e\u5b58\u8282\u70b9&#xff08;\u5982 A100 80GB&#xff09;&#xff0c;\u5f00\u542f FlashAttention-2 \u4e0e Chunked Prefill&#xff0c;\u4e13\u95e8\u627f\u8f7d\u957f\u6587\u6863\u4e0e\u5de8\u578b\u4ee3\u7801\u5206\u6790\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u6d41\u91cf\u7269\u7406\u9694\u79bb&#xff0c;\u5373\u4f7f\u957f\u6587\u672c\u96c6\u7fa4\u53d1\u751f\u5c40\u90e8\u6392\u961f&#xff0c;\u4e5f\u4e0d\u4f1a\u6ce2\u53ca\u5168\u7ad9\u7684\u6838\u5fc3\u65e5\u5e38\u95ee\u7b54\u3002<\/p>\n<h3>\u9632\u5fa1\u652f\u67f1\u4e09&#xff1a;\u9ad8\u9891\u663e\u5b58\u76d1\u63a7\u4e0e\u62a2\u5360\u5f0f\u4f1a\u8bdd\u6392\u7a7a&#xff08;Preemption &amp; Swap&#xff09;<\/h3>\n<p>\u5728 vLLM \u63a8\u7406\u5f15\u64ce\u5e95\u5c42&#xff0c;\u7cbe\u7ec6\u5316\u914d\u7f6e KV Cache \u62a2\u5360\u7b56\u7565&#xff1a;<\/p>\n<p># vLLM \u8c03\u5ea6\u9632\u5fa1\u53c2\u6570<br \/>\nargs:<br \/>\n  &#8211; &#034;&#8211;gpu-memory-utilization&#061;0.90&#034;<br \/>\n  &#8211; &#034;&#8211;max-num-seqs&#061;96&#034;<br \/>\n  &#8211; &#034;&#8211;enable-chunked-prefill&#034;<br \/>\n  &#8211; &#034;&#8211;swap-space&#061;16&#034; # \u5f00\u542f 16GB \u5bbf\u4e3b\u673a\u5185\u5b58\u4f5c\u4e3a CPU Swap \u7d27\u6025\u7f13\u51b2\u6c60<\/p>\n<p>\u5f53\u7a81\u53d1\u663e\u5b58\u544a\u6025\u65f6&#xff0c;\u63a8\u7406\u5f15\u64ce\u81ea\u52a8\u6839\u636e\u4f1a\u8bdd\u4f18\u5148\u7ea7&#xff0c;\u5c06\u90e8\u5206\u4f4e\u4f18\u5148\u7ea7\u7684\u4e2d\u95f4\u4f1a\u8bdd KV Cache \u4e34\u65f6\u7f6e\u6362&#xff08;Swap Out&#xff09;\u5230\u5bbf\u4e3b\u673a\u7684 CPU \u5185\u5b58\u4e2d&#xff1b;\u5f85\u9ad8\u4f18\u5148\u7ea7\u8bf7\u6c42\u5904\u7406\u5b8c\u6bd5\u540e&#xff0c;\u518d\u7f6e\u6362\u56de GPU \u663e\u5b58\u7ee7\u7eed\u751f\u6210&#xff0c;\u5f7b\u5e95\u6d88\u9664\u4e86\u76f4\u63a5\u629b\u51fa CUDA OOM \u5bfc\u81f4\u8fdb\u7a0b\u66b4\u6bd9\u7684\u786c\u4f24\u3002<\/p>\n<h3>\u6cbb\u7406\u6210\u6548<\/h3>\n<p>\u901a\u8fc7\u5728\u7f51\u5173\u5c42\u5efa\u7acb Token \u51c6\u5165\u62e6\u622a\u4e0e\u957f\u77ed\u6d41\u91cf\u7269\u7406\u9694\u79bb&#xff1a;<\/p>\n<ul>\n<li>\u751f\u4ea7\u73af\u5883\u5927\u6a21\u578b\u670d\u52a1\u7684 72 \u5c0f\u65f6 GPU OOM \u5d29\u6e83\u7387\u76f4\u63a5\u964d\u4e3a 0&#xff1b;<\/li>\n<li>\u77ed\u6587\u672c\u4ea4\u4e92\u7528\u6237\u7684\u5e73\u5747\u9996 Token \u5ef6\u8fdf&#xff08;TTFT&#xff09;\u7a33\u5b9a\u5728 180ms \u4ee5\u5185&#xff0c;\u5b8c\u5168\u514d\u53d7\u957f\u6587\u6863\u5e76\u53d1\u7684\u541e\u566c\u5f71\u54cd&#xff1b;<\/li>\n<li>\u6210\u529f\u652f\u6491\u4e86\u4e1a\u52a1\u7ebf\u957f\u6587\u672c\u95ee\u7b54\u529f\u80fd\u7684\u5e73\u7a33\u4e0a\u7ebf\u3002<\/li>\n<\/ul>\n<p>\u7528\u4e25\u5bc6\u7684\u51c6\u5165\u9632\u7ebf\u4e0e\u5206\u7ea7\u7684\u8d44\u6e90\u9694\u79bb&#xff0c;\u8ba9\u5927\u6a21\u578b\u670d\u52a1\u5728\u9ad8\u5e76\u53d1\u4e0e\u590d\u6742\u957f\u5c3e\u8f93\u5165\u7684\u51b2\u51fb\u4e0b&#xff0c;\u59cb\u7ec8\u5c55\u73b0\u51fa\u575a\u5982\u78d0\u77f3\u7684\u9ad8\u53ef\u7528\u5e95\u6c14\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7&#xff1a;\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM\u5728\u5927\u6a21\u578b\u63a8\u7406\u670d\u52a1&#xff08;LLM Inference Service&#xff09;\u7684\u9ad8\u5e76\u53d1\u8fd0\u7ef4\u4e2d&#xff0c;\u6700\u4ee4 SRE \u548c\u7b97\u6cd5\u5de5\u7a0b\u5e08\u80c6\u6218\u5fc3\u60ca\u7684\u6545\u969c&#xff0c;\u83ab\u8fc7\u4e8e**\u201c\u5076\u53d1\u7a81\u53d1\u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42&#xff08;Long-Context Queries&#xff09;\u5f15\u53d1\u7684\u6574\u673a GPU \u663e\u5b58\u7206\u4ed3&#xff08;OOM Crash&#xff09;\u201d**\u3002<br \/>\n\u5728\u5e38\u89c4\u6d41\u91cf\u4e0b&#xff0c;\u7528\u6237<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[66,50,227,51],"topic":[],"class_list":["post-110587","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-50","tag-227","tag-51"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/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:\/\/www.wsisp.com\/helps\/110587.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7&#xff1a;\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM\u5728\u5927\u6a21\u578b\u63a8\u7406\u670d\u52a1&#xff08;LLM Inference Service&#xff09;\u7684\u9ad8\u5e76\u53d1\u8fd0\u7ef4\u4e2d&#xff0c;\u6700\u4ee4 SRE \u548c\u7b97\u6cd5\u5de5\u7a0b\u5e08\u80c6\u6218\u5fc3\u60ca\u7684\u6545\u969c&#xff0c;\u83ab\u8fc7\u4e8e**\u201c\u5076\u53d1\u7a81\u53d1\u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42&#xff08;Long-Context Queries&#xff09;\u5f15\u53d1\u7684\u6574\u673a GPU \u663e\u5b58\u7206\u4ed3&#xff08;OOM Crash&#xff09;\u201d**\u3002 \u5728\u5e38\u89c4\u6d41\u91cf\u4e0b&#xff0c;\u7528\u6237\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/110587.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-28T18:24:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260928182447-6abab0ef32698.webp\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110587.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/110587.html\",\"name\":\"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-28T18:24:48+00:00\",\"dateModified\":\"2026-09-28T18:24:48+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/110587.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/110587.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110587.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/110587.html","og_locale":"zh_CN","og_type":"article","og_title":"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7&#xff1a;\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM\u5728\u5927\u6a21\u578b\u63a8\u7406\u670d\u52a1&#xff08;LLM Inference Service&#xff09;\u7684\u9ad8\u5e76\u53d1\u8fd0\u7ef4\u4e2d&#xff0c;\u6700\u4ee4 SRE \u548c\u7b97\u6cd5\u5de5\u7a0b\u5e08\u80c6\u6218\u5fc3\u60ca\u7684\u6545\u969c&#xff0c;\u83ab\u8fc7\u4e8e**\u201c\u5076\u53d1\u7a81\u53d1\u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42&#xff08;Long-Context Queries&#xff09;\u5f15\u53d1\u7684\u6574\u673a GPU \u663e\u5b58\u7206\u4ed3&#xff08;OOM Crash&#xff09;\u201d**\u3002 \u5728\u5e38\u89c4\u6d41\u91cf\u4e0b&#xff0c;\u7528\u6237","og_url":"https:\/\/www.wsisp.com\/helps\/110587.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-28T18:24:48+00:00","og_image":[{"url":"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260928182447-6abab0ef32698.webp"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/110587.html","url":"https:\/\/www.wsisp.com\/helps\/110587.html","name":"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-28T18:24:48+00:00","dateModified":"2026-09-28T18:24:48+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/110587.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/110587.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/110587.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u5927\u6a21\u578b\u670d\u52a1\u7684\u663e\u5b58\u76d1\u63a7\uff1a\u9632\u8303\u957f\u4e0a\u4e0b\u6587\u8bf7\u6c42\u5f15\u53d1 OOM"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110587","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=110587"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110587\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=110587"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=110587"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=110587"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=110587"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}