{"id":8394,"date":"2026-06-09T14:05:28","date_gmt":"2026-06-09T06:05:28","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8394"},"modified":"2026-06-09T14:05:28","modified_gmt":"2026-06-09T06:05:28","slug":"microsoft-onnx-runtime-for-maia-100-acceleration-%e5%85%a8%e9%9d%a2%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8394","title":{"rendered":"Microsoft ONNX Runtime for Maia 100 Acceleration \u5168\u9762\u89e3\u6790"},"content":{"rendered":"<p>Microsoft ONNX Runtime \u662f\u4e3a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u63d0\u4f9b\u9ad8\u6027\u80fd\u63a8\u7406\u7684\u8de8\u5e73\u53f0\u5f15\u64ce\uff0c\u800c\u5176\u5bf9 Maia 100 \u52a0\u901f\u5668\u7684\u539f\u751f\u652f\u6301\u6807\u5fd7\u7740\u5fae\u8f6f\u5728 AI \u57fa\u7840\u8bbe\u65bd\u9886\u57df\u7684\u91cd\u5927\u7a81\u7834\u3002Maia 100 \u662f\u5fae\u8f6f\u81ea\u7814\u7684 AI \u52a0\u901f\u82af\u7247\uff0c\u4e13\u4e3a\u5927\u89c4\u6a21\u8bad\u7ec3\u548c\u63a8\u7406\u4f18\u5316\u3002\u901a\u8fc7 ONNX Runtime \u4e0e Maia 100 \u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5c06 ONNX \u6a21\u578b\u90e8\u7f72\u5230\u8fd9\u9897\u5b9a\u5236\u82af\u7247\u4e0a\uff0c\u5b9e\u73b0\u6781\u81f4\u7684\u63a8\u7406\u6027\u80fd\u4e0e\u80fd\u6548\u6bd4\u3002\u5b98\u65b9\u8be6\u7ec6\u4fe1\u606f\u8bf7\u8bbf\u95ee <a href=\"https:\/\/onnxruntime.ai\/\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a>\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n<h3>\u786c\u4ef6\u7ea7\u52a0\u901f<\/h3>\n<p>ONNX Runtime \u9488\u5bf9 Maia 100 \u7684\u67b6\u6784\u8fdb\u884c\u4e86\u5e95\u5c42\u4f18\u5316\uff0c\u5305\u62ec\u5f20\u91cf\u8fd0\u7b97\u7684\u786c\u4ef6\u6620\u5c04\u3001\u5185\u5b58\u5e26\u5bbd\u5229\u7528\u7387\u548c\u7b97\u5b50\u878d\u5408\u3002\u76f8\u6bd4\u4f20\u7edf GPU \u65b9\u6848\uff0cMaia 100 \u5728\u7279\u5b9a\u5de5\u4f5c\u8d1f\u8f7d\u4e0b\u53ef\u63d0\u4f9b 2-3 \u500d\u7684\u541e\u5410\u91cf\u63d0\u5347\uff0c\u540c\u65f6\u529f\u8017\u964d\u4f4e 40%\u3002<\/p>\n<h3>\u65e0\u7f1d\u90e8\u7f72\u4f53\u9a8c<\/h3>\n<p>\u5f00\u53d1\u8005\u65e0\u9700\u4fee\u6539\u73b0\u6709 ONNX \u6a21\u578b\u4ee3\u7801\uff0c\u53ea\u9700\u5728 ONNX Runtime \u6267\u884c\u73af\u5883\u4e2d\u6307\u5b9a Maia 100 \u4f5c\u4e3a\u540e\u7aef\u3002\u5de5\u5177\u94fe\u81ea\u52a8\u5b8c\u6210\u7b97\u5b50\u8f6c\u6362\u4e0e\u8d44\u6e90\u5206\u914d\uff0c\u5927\u5e45\u964d\u4f4e\u8fc1\u79fb\u95e8\u69db\u3002<\/p>\n<h3>\u4f01\u4e1a\u7ea7\u53ef\u9760\u6027<\/h3>\n<p>\u5fae\u8f6f Azure \u4e91\u670d\u52a1\u5df2\u5168\u9762\u96c6\u6210\u8be5\u52a0\u901f\u65b9\u6848\uff0c\u63d0\u4f9b SLA \u4fdd\u969c\u3001\u81ea\u52a8\u5f39\u6027\u4f38\u7f29\u548c\u5b9e\u65f6\u76d1\u63a7\u3002\u4f01\u4e1a\u7528\u6237\u53ef\u4ee5\u50cf\u8c03\u7528\u666e\u901a\u63a8\u7406\u670d\u52a1\u4e00\u6837\u4f7f\u7528 Maia 100 \u7684\u7b97\u529b\u3002<\/p>\n<h2>\u4e3b\u8981\u5e94\u7528\u573a\u666f<\/h2>\n<ul>\n<li><strong>\u4e91\u7aef\u5927\u89c4\u6a21\u63a8\u7406<\/strong>\uff1a\u9002\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\u5927\u6a21\u578b\u7684\u5b9e\u65f6\u6216\u6279\u91cf\u63a8\u7406\uff0c\u5982 Azure OpenAI \u670d\u52a1\u4e2d\u7684\u6a21\u578b\u52a0\u901f\u3002<\/li>\n<li><strong>\u8fb9\u7f18\u667a\u80fd\u90e8\u7f72<\/strong>\uff1a\u7ed3\u5408 ONNX Runtime \u7684\u8de8\u5e73\u53f0\u7279\u6027\uff0c\u53ef\u5c06\u4f18\u5316\u540e\u7684\u6a21\u578b\u90e8\u7f72\u5230\u57fa\u4e8e Maia 100 \u7684\u8fb9\u7f18\u8bbe\u5907\uff0c\u5b9e\u73b0\u4f4e\u5ef6\u8fdf AI\u3002<\/li>\n<li><strong>\u6df7\u5408\u4e91\u5de5\u4f5c\u8d1f\u8f7d<\/strong>\uff1a\u5229\u7528 ONNX Runtime \u7684\u591a\u540e\u7aef\u8c03\u5ea6\u80fd\u529b\uff0c\u5728\u540c\u4e00\u5e94\u7528\u4e2d\u6df7\u5408\u4f7f\u7528 Maia 100 \u4e0e GPU\uff0c\u5e73\u8861\u6210\u672c\u4e0e\u6027\u80fd\u3002<\/li>\n<\/ul>\n<h2>\u5982\u4f55\u4f7f\u7528<\/h2>\n<h3>\u73af\u5883\u51c6\u5907<\/h3>\n<p>\u9996\u5148\u786e\u4fdd\u62e5\u6709 Maia 100 \u786c\u4ef6\u7684 Azure \u865a\u62df\u673a\u6216\u672c\u5730\u8bbe\u5907\u3002\u7136\u540e\u5b89\u88c5\u6700\u65b0\u7248 ONNX Runtime\uff081.20+\uff09\uff0c\u5e76\u914d\u7f6e <code>onnxruntime-extensions<\/code> \u4f9d\u8d56\u3002<\/p>\n<h3>\u4ee3\u7801\u793a\u4f8b<\/h3>\n<p>\u5728 Python \u4e2d\u8bbe\u7f6e\uff1a<code>import onnxruntime as ort; session = ort.InferenceSession('model.onnx', providers=['Maia100ExecutionProvider'])<\/code>\u3002\u8fd0\u884c\u540e\u81ea\u52a8\u542f\u7528\u786c\u4ef6\u52a0\u901f\u3002<\/p>\n<h3>\u6027\u80fd\u8c03\u4f18<\/h3>\n<p>\u5229\u7528 ONNX Runtime \u63d0\u4f9b\u7684 Profiling \u5de5\u5177\u5206\u6790\u74f6\u9888\uff0c\u7ed3\u5408 Maia 100 \u7684\u5185\u5b58\u5c42\u6b21\u7ed3\u6784\u8c03\u6574 batch size \u548c\u7b97\u5b50\u878d\u5408\u7b56\u7565\u3002<\/p>\n<p>\u603b\u4e4b\uff0cMicrosoft ONNX Runtime for Maia 100 Acceleration \u4e3a AI \u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u6761\u4ece\u6a21\u578b\u5230\u786c\u4ef6\u7684\u6781\u901f\u901a\u9053\uff0c\u5c24\u5176\u9002\u5408\u8ffd\u6c42\u6781\u81f4\u6027\u80fd\u548c\u80fd\u6548\u7684\u4e91\u539f\u751f\u5e94\u7528\u3002\u7acb\u5373\u8bbf\u95ee <a href=\"https:\/\/onnxruntime.ai\/\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u66f4\u591a\u6587\u6863\u4e0e\u793a\u4f8b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft ONNX Runtime \u662f\u4e3a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u63d0\u4f9b\u9ad8\u6027\u80fd\u63a8\u7406\u7684\u8de8\u5e73\u53f0\u5f15\u64ce\uff0c\u800c\u5176\u5bf9 Maia 1 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[10464,10461,10460,10462,10463],"class_list":["post-8394","post","type-post","status-publish","format-standard","hentry","category-4","tag-azure","tag-maia-100","tag-onnx-runtime","tag-ai","tag-10463"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8394","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8394"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8394\/revisions"}],"predecessor-version":[{"id":8395,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8394\/revisions\/8395"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}