{"id":35563,"date":"2023-11-03T17:32:34","date_gmt":"2023-10-16T04:17:07","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e4%b8%8b%e6%98%af%e5%85%b3%e4%ba%8e%e5%9c%a8azure-machine-learning%e4%b8%ad%e9%83%a8%e7%bd%b2%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%80%bb%e7%bb%93%e3%80%82\/"},"modified":"2024-05-04T07:21:15","modified_gmt":"2024-05-03T23:21:15","slug":"%e4%bb%a5%e4%b8%8b%e6%98%af%e5%85%b3%e4%ba%8e%e5%9c%a8azure-machine-learning%e4%b8%ad%e9%83%a8%e7%bd%b2%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%80%bb%e7%bb%93%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bb%a5%e4%b8%8b%e6%98%af%e5%85%b3%e4%ba%8e%e5%9c%a8azure-machine-learning%e4%b8%ad%e9%83%a8%e7%bd%b2%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%80%bb%e7%bb%93%e3%80%82\/","title":{"rendered":"\u4ee5\u4e0b\u662f\u5173\u4e8e\u5728Azure Machine Learning\u4e2d\u90e8\u7f72\u6a21\u578b\u7684\u603b\u7ed3"},"content":{"rendered":"<h1>\u6700\u521d<\/h1>\n<p>Azure 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\u30de\u30cd\u30fc\u30b8\u30c9\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<br \/>\n\u2502 \u2514\u2500\u2500 Kubernetes\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<br \/>\n\u2502 \u2514\u2500\u2500 \u30ed\u30fc\u30ab\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<br \/>\n\u251c\u2500\u2500 \u30d0\u30c3\u30c1\u63a8\u8ad6<br \/>\n\u2502 \u2514\u2500\u2500 \u30d0\u30c3\u30c1\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/p>\n<\/div>\n<h1>\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/h1>\n<p>\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 (\u30aa\u30f3\u30e9\u30a4\u30f3)\u63a8\u8ad6\u3092\u884c\u3046\u5834\u5408\u306b\u5229\u7528\u3059\u308b\u63a8\u8ad6\u74b0\u5883\u3067\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3001Kubernetes\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308a\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305fDev\/Test\u7528\u306e\u30ed\u30fc\u30ab\u30eb\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3082\u3053\u3061\u3089\u306b\u52a0\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d23dd37434c4406c2c4fc\/5-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u6982\u5ff5\uff1a\u7ec8\u7aef\u70b9\u662f\u4ec0\u4e48\uff1f- Azure Machine Learning | \u5fae\u8f6f\u5b66\u4e60<\/p>\n<p>\u30de\u30cd\u30fc\u30b8\u30c9\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3068Kubernetes\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u4e00\u7a2e\u3068\u3057\u3066\u3001\u307b\u307c\u540c\u3058\u624b\u9806\u3067\u69cb\u6210\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u304b\u3001ML\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u624b\u9806\u3092\u89e3\u8aac\u3057\u3066\u3044\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3082\u7d71\u4e00\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30d7\u30ed\u30a4\u624b\u9806\uff1aDeploy machine learning models to online endpoints &#8211; Azure Machine Learning | Microsoft Learn<\/p>\n<p>\u5982\u679c\u662f\u9488\u5bf9MLflow\u6a21\u578b\u6216Triton\u6a21\u578b\uff0c\u53ef\u4ee5\u5728\u4e0d\u7f16\u5199\u8bc4\u5206\u811a\u672c\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u90e8\u7f72\u3002<\/p>\n<h2>\u6258\u7ba1\u7684\u5728\u7ebf\u7ec8\u7aef\u70b9<\/h2>\n<p>\u4ee5\u4e0b\u662f\u5728AzureML\u7ba1\u7406\u7684\u8ba1\u7b97\u73af\u5883\u4e0a\u90e8\u7f72\u7684\u65b9\u6cd5\u3002\u60a8\u65e0\u9700\u8fdb\u884c\u865a\u62df\u673a\u7684\u66f4\u65b0\u6216\u57fa\u7840\u8bbe\u65bd\u7ba1\u7406\uff0c\u53ea\u9700\u8f7b\u677e\u8fdb\u884c\u81ea\u52a8\u6269\u5c55\u548c\u8ba1\u7b97\u8d44\u6e90\u76d1\u63a7\u7b49\u64cd\u4f5c\u3002\u5b83\u662f\u4e00\u4e2a\u6258\u7ba1\u57fa\u7840\u8bbe\u65bd\uff0c\u81ea\u52a8\u66f4\u65b0\u4e3b\u673a\u64cd\u4f5c\u7cfb\u7edf\u6620\u50cf\u5e76\u5728\u7cfb\u7edf\u6545\u969c\u65f6\u81ea\u52a8\u6062\u590d\u8282\u70b9\u3002<\/p>\n<p>\u30df\u30e9\u30fc\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u6a5f\u80fd\u3092\u4f7f\u3063\u305f\u30b7\u30e3\u30c9\u30a6\u30c6\u30b9\u30c8\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u6bb5\u968e\u3067\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u8907\u88fd\u3057\u3066\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306b\u9001\u308a\u307e\u3059\u3002\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5074\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u305a\u306b\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306e\u30a8\u30e9\u30fc\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u7b49\u3005\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3048\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d23dd37434c4406c2c4fc\/13-0.png\" alt=\"image.png\" \/><\/div>\n<p>Azure\u673a\u5668\u5b66\u4e60 | \u5fae\u8f6f\u5b66\u4e60\uff1a\u955c\u50cf\u6d41\u91cf\uff1a\u5728\u7ebf\u7ec8\u7aef\u70b9\u7684\u5b89\u5168\u53d1\u5e03<\/p>\n<p>\u4e5f\u6709\u4e00\u7bc7\u6613\u4e8e\u7406\u89e3\u7684\u89e3\u91ca\u6587\u7ae0\uff1a<br \/>\n\u5728Azure Machine Learning\u4e2d\u5c1d\u8bd5\u4f7f\u7528\u5728\u7ebf\u7aef\u70b9\u7684\u955c\u50cf\u6d41\u91cf\u529f\u80fd &#8211; Qiita<\/p>\n<h2>Kubernetes\u5728\u7ebf\u7aef\u70b9<\/h2>\n<p>\u8fd9\u662f\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u672c\u5730\/\u4e91\u4e0a\u7684Kubernetes\u96c6\u7fa4\u7684\u65b9\u6cd5\u3002\u901a\u8fc7\u8fde\u63a5Kubernetes\u96c6\u7fa4\u7684Azure Arc\uff0c\u60a8\u53ef\u4ee5\u76f4\u63a5\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u8fd0\u884c\u5728\u672c\u5730\u3001AWS\u3001GCP\u4ee5\u53ca\u5176\u4ed6\u516c\u5171\u4e91\u7684Kubernetes\u96c6\u7fa4\u4e0a\u3002\u5982\u679c\u662fAzure\u7684\u8bdd\uff0cAzure Kubernetes Service (AKS) \u4e5f\u662f\u53ef\u9009\u7684\u3002\u636e\u6211\u6240\u77e5\uff0cAWS SageMaker\u548cGCP Vertex AI\u90fd\u6ca1\u6709\u5c06\u8bad\u7ec3\u8fc7\u7684\u6a21\u578b\u76f4\u63a5\u90e8\u7f72\u5230Kubernetes\u96c6\u7fa4\u7684\u529f\u80fd\uff0c\u6240\u4ee5\u5982\u679c\u60a8\u5df2\u7ecf\u6709\u4e86Kubernetes\u73af\u5883\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u53e6\u5916\uff0c\u80fd\u591f\u5728\u540c\u4e00\u4e2aKubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u65ad\u4e5f\u662f\u4e00\u4e2a\u4eae\u70b9\u3002<\/p>\n<p>\u5728Azure Machine Learning\u4e2d\uff0cKubernetes\u8ba1\u7b97\u76ee\u6807\u7684\u6982\u89c8- Azure Machine Learning | Microsoft Learn\u3002<\/p>\n<p>\u4ee5\u4e0b\u7684\u4e24\u4e2a\u7aef\u70b9\u7684\u533a\u522b\u5df2\u603b\u7ed3\u5728\u672c\u8282\u4e2d\u3002<br \/>\n\u6258\u7ba1\u5728\u7ebf\u7aef\u70b9\u548cKubernetes\u5728\u7ebf\u7aef\u70b9\u3002<\/p>\n<h2>\u672c\u5730\u7aef\u70b9<\/h2>\n<p>\u5728\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u90e8\u7f72\u5230\u5728\u7ebf\u7aef\u70b9\u4e4b\u524d\uff0c\u60a8\u53ef\u4ee5\u5c06\u5176\u90e8\u7f72\u5230\u672c\u5730\u7684Docker\u73af\u5883\u4e2d\u8fdb\u884c\u6d4b\u8bd5\u3002\u90e8\u7f72\u914d\u7f6e\u7684YAML\u6587\u4ef6\u7b49\u4fdd\u6301\u4e0d\u53d8\uff0c\u53ea\u9700\u5728\u90e8\u7f72\u65f6\u6dfb\u52a0 &#8211;local\uff08CLIv2\u7684\u60c5\u51b5\u4e0b\uff09\u9009\u9879\uff0c\u5c31\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u672c\u5730\u8fdb\u884c\u6d4b\u8bd5\u3002\u8fd9\u4e2a\u529f\u80fd\u662f\u4ee5\u5f00\u53d1\/\u6d4b\u8bd5\u4e3a\u76ee\u7684\u800c\u5b58\u5728\u7684\u3002<\/p>\n<p>\u6b65\u9aa4\uff1a\u5c06\u673a\u5668\u5b66\u4e60\u6a21\u578b\u90e8\u7f72\u5230\u5728\u7ebf\u7aef\u70b9 &#8211; Azure Machine Learning | Microsoft Learn<\/p>\n<p>\u4f7f\u7528VSCode\u8fdb\u884c\u96c6\u6210\uff1a\u4f7f\u7528VS Code\u5728\u672c\u5730\u8c03\u8bd5\u5728\u7ebf\u7aef\u70b9(\u9884\u89c8\u7248) &#8211; Azure Machine Learning | Microsoft 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