{"id":2492,"date":"2026-03-03T16:14:27","date_gmt":"2026-03-03T08:14:27","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2492"},"modified":"2026-03-03T16:14:27","modified_gmt":"2026-03-03T08:14:27","slug":"%e9%ab%98%e9%80%9a%e6%89%8b%e8%a1%a8%e7%ab%af%e8%b7%9120%e4%ba%bf%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c%e7%ab%af%e4%ba%91%e5%8d%8f%e5%90%8c%e6%80%8e%e4%b9%88%e7%8e%a9%ef%bc%9f%e6%98%9f%e5%ae%87%e6%99%ba","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2492","title":{"rendered":"\u9ad8\u901a\u624b\u8868\u7aef\u8dd120\u4ebf\u5927\u6a21\u578b\uff0c\u7aef\u4e91\u534f\u540c\u600e\u4e48\u73a9\uff1f\u661f\u5b87\u667a\u7b97\u8fb9\u7f18GPU\u63a8\u7406\u65b9\u6848"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772525667_168977.png\" alt=\"\u9ad8\u901a\u624b\u8868\u7aef\u8dd120\u4ebf\u5927\u6a21\u578b\uff0c\u7aef\u4e91\u534f\u540c\u600e\u4e48\u73a9\uff1f\u661f\u5b87\u667a\u7b97\u8fb9\u7f18GPU\u63a8\u7406\u65b9\u6848\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201c\u5f53\u624b\u8868\u91cc\u8dd1\u8d77 20 \u4ebf\u53c2\u6570\u5927\u6a21\u578b\uff0c\u4e16\u754c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u201d<br \/>\n\u2014\u2014MWC2026 \u9ad8\u901a\u53d1\u5e03\u4f1a\u7ed3\u675f\u4e0d\u5230 48 \u5c0f\u65f6\uff0c\u8fd9\u53e5\u7591\u95ee\u5c31\u5237\u7206\u4e86\u79d1\u6280\u5708\u3002<\/p>\n<\/blockquote>\n<h2>1. MWC2026 \u73b0\u573a\uff1a\u9a81\u9f99\u7a7f\u6234\u81f3\u5c0a\u7248\u628a 10TOPS \u585e\u8fdb 2 \u74e6<\/h2>\n<p>\u9ad8\u901a\u5728\u5df4\u585e\u7f57\u90a3\u5c55\u793a\u7684\u8fd9\u5757\u53c2\u8003\u8bbe\u8ba1\u624b\u8868\uff0c\u7b2c\u4e00\u6b21\u8ba9\u201c\u7aef\u4fa7 2B \u5927\u6a21\u578b\u201d\u6210\u4e3a\u73b0\u5b9e\uff1a\u526a\u679d+\u91cf\u5316\u540e\u7684 20 \u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u5728 10TOPS \u7b97\u529b\u4e0b\u5b8c\u6210\u79bb\u7ebf\u8bed\u97f3\u52a9\u624b\u3001\u5b9e\u65f6\u5065\u5eb7\u9884\u8b66\u3001AR \u5bfc\u822a\u8def\u5f84\u89c4\u5212\uff0c\u5ef6\u8fdf\u4f4e\u4e8e 200ms\u3002<br \/>\n\u4f46\u638c\u58f0\u672a\u843d\uff0c\u8d28\u7591\u58f0\u5df2\u81f3\u2014\u2014\u526a\u679d\u540e\u4f53\u79ef\u4ecd\u8fbe 2.1GB\uff0cOTA \u5168\u91cf\u4e0b\u8f7d\u8981 17 \u5206\u949f\uff1b\u82e5\u8d70\u4f20\u7edf CDN\uff0c\u7528\u6237\u6362\u8868\u3001\u7cfb\u7edf\u5347\u7ea7\u3001\u6a21\u578b\u70ed\u66f4\uff0c\u6bcf\u4e00\u6b21\u90fd\u662f\u707e\u96be\u3002<\/p>\n<h2>2. \u7aef\u4e91\u534f\u540c\u7684\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u75db\u5728\u54ea\uff1f<\/h2>\n<ul>\n<li>\u6a21\u578b\u7626\u8eab\u2260\u4f53\u79ef\u7626\u8eab\uff1a2B \u6a21\u578b\u526a\u679d\u540e\u4ecd\u6709 2GB+\uff0c4G \u7f51\u7edc\u5e73\u5747 150kb\/s\uff0c\u7528\u6237\u6d41\u5931\u7387 27%\u3002  <\/li>\n<li>\u56de\u5305\u65f6\u5ef6\uff1a\u516c\u7f51\u94fe\u8def\u4e00\u8df3 60~120ms\uff0c\u5bf9\u201c\u62ac\u8155\u95ee\u8def\u201d\u8fd9\u79cd\u573a\u666f\u5c31\u662f\u201c\u4e0d\u53ef\u7528\u65f6\u5ef6\u201d\u3002  <\/li>\n<li>\u6210\u672c\u9ed1\u6d1e\uff1a\u82e5\u76f4\u63a5\u8c03\u7528\u4e2d\u5fc3\u4e91 GPU\uff0c\u6309 0.006 \u5143\/1k token \u8ba1\u8d39\uff0c\u5065\u5eb7 AI \u6bcf\u5c0f\u65f6 300 \u6b21\u63a8\u7406\uff0c\u4e00\u5929\u5c31\u662f 43 \u5143\uff0c\u786c\u4ef6\u8fd8\u6ca1\u5356\uff0c\u8fd0\u8425\u5148\u4e8f\u3002<\/li>\n<\/ul>\n<h2>3. \u661f\u5b87\u667a\u7b97\u8fb9\u7f18 GPU\uff1a\u628a\u201c\u4e91\u201d\u642c\u5230\u9a6c\u8def\u5bf9\u9762<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u7684\u505a\u6cd5\u5f88\u76f4\u63a5\u2014\u2014\u628a RTX6000Ada \u88c5\u8fdb\u57ce\u5e02\u7ea7\u8fd0\u8425\u5546\u673a\u623f\uff0c\u4e0e 5G \u57fa\u7ad9\u5171\u5740\uff0c\u5f62\u6210\u201c\u8fb9\u7f18 GPU \u4e91\u4e3b\u673a\u201d\u3002<br \/>\n&#8211; \u7269\u7406\u8ddd\u79bb\uff1c5km\uff0c\u7a7a\u53e3+\u5149\u7ea4 gRPC \u56de\u5305\u7a33\u5b9a 30ms \u5185\uff1b<br \/>\n&#8211; \u5355\u5361 48GB \u663e\u5b58\uff0c\u53ef\u5e76\u884c\u52a0\u8f7d 20 \u53ea 2B \u6a21\u578b\uff0cFP16 \u63a8\u7406 1200 token\/s\uff1b<br \/>\n&#8211; \u4e0e\u9ad8\u901a SDK \u9884\u5bf9\u63a5\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u6539\u4e00\u884c\u4ee3\u7801\uff0c\u53ea\u9700\u628a\u6a21\u578b\u5730\u5740\u6307\u5411\u201cstarverse-edge-grpc.starverse-ai.com\u201d\uff0c\u7aef\u4fa7 3 \u884c JNI \u5373\u53ef\u8c03\u7528\u3002  <\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u661f\u5b87\u667a\u7b97\u5e73\u53f0\u63d0\u4f9b<strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong>\u7684\u201c\u5206\u949f\u7ea7\u4ea4\u4ed8\u201d\uff1a<br \/>\n<a href=\"https:\/\/www.starverse-ai.com\">\u2192 \u6309\u9700\u79df\u7528 RTX4090\/RTX6000Ada \u4e91\u4e3b\u673a<\/a> \u4e00\u952e\u53ef\u9009\uff0c\u5185\u7f6e CUDA 12.2\u3001PyTorch 2.3\u3001TensorRT-LLM\uff0c\u516c\u5171\u6a21\u578b\u5e93 2 \u5206\u949f\u6302\u8f7d\u5230\u672c\u5730 <code>\/starverse\/model<\/code>\uff0c\u7701\u53bb\u4e0b\u8f7d\u3001\u8f6c\u683c\u5f0f\u3001\u8c03\u9a71\u52a8\u7684\u70e6\u607c\u3002<\/p>\n<h2>4. \u5b9e\u64cd\uff1a2B \u6a21\u578b\u201c\u8fb9\u7f18\u843d\u5730\u201d\u53ea\u8981 30 \u5206\u949f<\/h2>\n<ol>\n<li>\u767b\u5f55\u661f\u5b87\u667a\u7b97\u63a7\u5236\u53f0\uff0c\u65b0\u7528\u6237\u81ea\u52a8\u5230\u8d26 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u62b5 10000 \u6b21\u63a8\u7406\u3002  <\/li>\n<li>\u9009\u62e9\u201c\u8fb9\u7f18 RTX6000Ada\u201d\u5b9e\u4f8b\uff0c\u5730\u57df\u9009\u201c\u534e\u5357 5G \u8fb9\u7f18\u201d\uff0c\u52fe\u9009\u201c\u516c\u5171\u8d44\u6e90\u5e93\u201d\uff0c\u7cfb\u7edf\u5c06\u628a\u5df2\u526a\u679d\u7684 2B-Q4_K_M \u6a21\u578b\u590d\u5236\u5230 <code>\/home\/starverse\/models\/llama2-2b-chat-q4.gguf<\/code>\u3002  <\/li>\n<li>\u542f\u52a8 TensorRT-LLM \u63a8\u7406\u5bb9\u5668\uff1a<br \/>\n<code>bash<br \/>\n   docker run --gpus all -p 8500:8500 \\<br \/>\n     -v \/home\/starverse\/models:\/models \\<br \/>\n     starverse\/trt-llm:24.05 \\<br \/>\n     trtllm-build --model \/models\/llama2-2b-chat-q4.gguf \\<br \/>\n                  --output \/engines\/2b-plan \\<br \/>\n                  --max_batch_size 8<\/code><\/li>\n<li>\u624b\u8868\u7aef\u96c6\u6210 gRPC stub\uff0c\u6a21\u578b\u9996\u6b21\u62c9\u53d6\u4ec5 128KB \u7d22\u5f15\u6587\u4ef6\uff0c\u5269\u4f59\u6743\u91cd\u901a\u8fc7\u8fb9\u7f18 RDMA \u6d41\u5f0f\u4f20\u8f93\uff0c\u9996\u6b21\u8c03\u7528 1.2 \u79d2\uff0c\u540e\u7eed 180ms \u5b8c\u6210\u4e00\u6b21 256 token \u63a8\u7406\u3002  <\/li>\n<li>\u538b\u6d4b 8 \u5c0f\u65f6\uff0cP99 \u5ef6\u8fdf 28ms\uff0c\u663e\u5b58\u5360\u7528 38GB\uff0c\u5355\u5361\u53ef\u5e76\u53d1 260 QPS\uff0c\u6ee1\u8db3 1 \u4e07\u6d3b\u8dc3\u7528\u6237\u9ad8\u5cf0\u3002<\/li>\n<\/ol>\n<h2>5. \u8ba1\u8d39\uff1a\u628a\u201c\u5929\u4ef7\u201d\u6253\u5230 0.001 \u5143<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u8fb9\u7f18 GPU \u91c7\u7528\u201c\u6309\u63a8\u7406\u6b21\u6570\u201d\u8ba1\u8d39\uff0c\u767d\u5929 0.001 \u5143\/\u6b21\uff0c\u591c\u95f4 0:00-8:00 \u81ea\u52a8 5 \u6298\u3002<br \/>\n\u4ee5\u5065\u5eb7 AI \u573a\u666f\u4e3a\u4f8b\uff1a\u7528\u6237 24h \u5e73\u5747\u8c03\u7528 220 \u6b21\uff0c\u65e5\u6210\u672c 0.22 \u5143\uff0c\u4ec5\u4e3a\u4e2d\u5fc3\u4e91\u65b9\u6848\u7684 1\/20\u3002\u82e5\u9009\u62e9\u5305\u5e74\u9884\u7559\uff0c\u8fd8\u80fd\u518d\u964d 30%\uff0c\u771f\u6b63\u505a\u5230\u201c\u7528\u5f97\u8d77\u201d\u7684\u5927\u6a21\u578b\u3002<\/p>\n<h2>6. \u573a\u666f\u843d\u5730\uff1a\u7aef\u4fa7\u611f\u77e5 + \u4e91\u4fa7\u8ba4\u77e5<\/h2>\n<ul>\n<li><strong>AR \u5bfc\u822a<\/strong>\uff1a\u624b\u8868 IMU \u5b8c\u6210\u7aef\u4fa7 SLAM \u5b9a\u4f4d\uff0c\u8fb9\u7f18 2B \u6a21\u578b\u5b9e\u65f6\u751f\u6210\u201c\u4e0b\u4e00\u8def\u53e3\u8f6c\u5411\u201d\u81ea\u7136\u8bed\u8a00\u63d0\u793a\uff0c30ms \u5185\u8fd4\u56de\u8bed\u97f3\u64ad\u62a5\uff0c\u6bd4\u7eaf\u4e91\u7aef\u65b9\u6848\u8282\u7701 70% \u6d41\u91cf\u3002  <\/li>\n<li><strong>\u8bed\u97f3\u52a9\u624b<\/strong>\uff1a\u7aef\u4fa7 100MB \u5c0f\u6a21\u578b\u505a\u5524\u9192+ASR\uff0c\u8fb9\u7f18\u5927\u6a21\u578b\u8d1f\u8d23\u8bed\u4e49\u7406\u89e3\u4e0e\u591a\u8f6e\u5bf9\u8bdd\uff0c\u54cd\u5e94\u5feb\u3001\u9690\u79c1\u5408\u89c4\uff0c\u7528\u6237\u654f\u611f\u8bed\u97f3\u4e0d\u4e0a\u516c\u7f51\u3002  <\/li>\n<li><strong>\u5065\u5eb7 AI<\/strong>\uff1a\u7aef\u4fa7\u5149\u7535\u4f20\u611f\u5668\u8f93\u51fa PPG \u4fe1\u53f7\uff0c\u8fb9\u7f18\u6a21\u578b\u7ed3\u5408 30 \u5929\u5386\u53f2\u6570\u636e\uff0c\u79d2\u7ea7\u7ed9\u51fa\u623f\u98a4\u98ce\u9669\u9884\u8b66\uff0c\u533b\u9662\u4e34\u5e8a\u5408\u4f5c\u6d4b\u8bd5\u51c6\u786e\u7387 96.4%\u3002<\/li>\n<\/ul>\n<h2>7. \u5f00\u53d1\u8005\u798f\u5229\uff1a10 \u5143\u4f53\u9a8c\u91d1 + \u6a21\u578b\/\u6570\u636e\u96c6\u4e00\u952e\u5373\u73a9<\/h2>\n<p>\u73b0\u5728\u6ce8\u518c<a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a>\u8d26\u53f7\uff0c\u5373\u53ef\u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u8db3\u591f\u8dd1 1 \u4e07\u6b21 2B \u6a21\u578b\u63a8\u7406\u3002\u5e73\u53f0\u5185\u7f6e 500+ \u516c\u5171\u6a21\u578b\u3001120TB \u5f00\u653e\u6570\u636e\u96c6\uff0c\u901a\u8fc7\u201c\u4e91\u786c\u76d8\u201d\u4e0e\u201c\u4e91\u5b58\u50a8\u201d\u8de8\u5b9e\u4f8b\u5171\u4eab\uff0c\u8bad\u7ec3\u3001\u63a8\u7406\u3001\u5fae\u8c03\u4e00\u7ad9\u5f0f\u5b8c\u6210\u3002<br \/>\n\u65e0\u8bba\u4f60\u662f\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u3001\u7a7f\u6234\u8bbe\u5907\u5382\u5546\uff0c\u8fd8\u662f\u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u53ea\u9700\u4e13\u6ce8\u7b97\u6cd5\u521b\u65b0\uff0c\u5269\u4e0b\u7684\u786c\u4ef6\u91c7\u8d2d\u3001\u8fd0\u7ef4\u3001\u6269\u5bb9\uff0c\u4ea4\u7ed9\u661f\u5b87\u667a\u7b97\u7684\u8fb9\u7f18 GPU \u4e91\u4e3b\u673a\u5c31\u597d\u3002<\/p>\n<p>MWC2026 \u6380\u5f00\u7684\u662f\u201c\u5927\u6a21\u578b\u4e0a\u8155\u201d\u7684\u5e8f\u7ae0\uff0c\u800c\u661f\u5b87\u667a\u7b97\u6b63\u5728\u628a\u5e8f\u7ae0\u5199\u6210\u4eba\u4eba\u90fd\u80fd\u843d\u5730\u7684\u6b63\u6587\u3002<br \/>\n<a href=\"https:\/\/www.starverse-ai.com\">\u2192 \u7acb\u523b\u4f53\u9a8c\u9ad8\u6027\u4ef7\u6bd4 GPU \u670d\u52a1\u5668\u79df\u7528<\/a>\uff0c\u8ba9\u7aef\u4e91\u534f\u540c\uff0c\u4e0d\u518d\u53ea\u662f\u53d1\u5e03\u4f1a\u4e0a\u7684 PPT\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u5f53\u624b\u8868\u91cc\u8dd1\u8d77 20 \u4ebf\u53c2\u6570\u5927\u6a21\u578b\uff0c\u4e16\u754c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u201d \u2014\u2014&hellip;<\/p>\n","protected":false},"author":2,"featured_media":2491,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2492","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":57,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2492","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=2492"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2492\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2491"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2492"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2492"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}