The ID of the existing NasJob in the same Project and Location
which will be used to resume search. search_space_spec and
nas_algorithm_spec are obtained from previous NasJob hence should not
provide them again for this NasJob.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-28 UTC."],[[["\u003cp\u003e\u003ccode\u003eNasJobSpec\u003c/code\u003e is a class within the Vertex AI v1beta1 API, representing the specification of a Neural Architecture Search (NAS) job.\u003c/p\u003e\n"],["\u003cp\u003eThe class \u003ccode\u003eNasJobSpec\u003c/code\u003e inherits from the \u003ccode\u003eobject\u003c/code\u003e class and implements multiple interfaces, including \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e.\u003c/p\u003e\n"],["\u003cp\u003e\u003ccode\u003eNasJobSpec\u003c/code\u003e objects can be constructed using a default constructor or a constructor that takes another \u003ccode\u003eNasJobSpec\u003c/code\u003e object as a parameter.\u003c/p\u003e\n"],["\u003cp\u003eKey properties of the \u003ccode\u003eNasJobSpec\u003c/code\u003e include \u003ccode\u003eMultiTrialAlgorithmSpec\u003c/code\u003e for defining multi-trial algorithms, \u003ccode\u003eNasAlgorithmSpecCase\u003c/code\u003e to define the algorithm spec, \u003ccode\u003eResumeNasJobId\u003c/code\u003e to resume a previous job, and \u003ccode\u003eSearchSpaceSpec\u003c/code\u003e to specify the search space for NAS.\u003c/p\u003e\n"],["\u003cp\u003eThe latest version of \u003ccode\u003eNasJobSpec\u003c/code\u003e is 1.0.0-beta21, with a previous version being 1.0.0-beta20.\u003c/p\u003e\n"]]],[],null,["# Vertex AI v1beta1 API - Class NasJobSpec (1.0.0-beta47)\n\nVersion latestkeyboard_arrow_down\n\n- [1.0.0-beta47 (latest)](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.NasJobSpec)\n- [1.0.0-beta46](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/1.0.0-beta46/Google.Cloud.AIPlatform.V1Beta1.NasJobSpec) \n\n public sealed class NasJobSpec : IMessage\u003cNasJobSpec\u003e, IEquatable\u003cNasJobSpec\u003e, IDeepCloneable\u003cNasJobSpec\u003e, IBufferMessage, IMessage\n\nReference documentation and code samples for the Vertex AI v1beta1 API class NasJobSpec.\n\nRepresents the spec of a NasJob. \n\nInheritance\n-----------\n\n[object](https://learn.microsoft.com/dotnet/api/system.object) \\\u003e NasJobSpec \n\nImplements\n----------\n\n[IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage-1.html)[NasJobSpec](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.NasJobSpec), [IEquatable](https://learn.microsoft.com/dotnet/api/system.iequatable-1)[NasJobSpec](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.NasJobSpec), [IDeepCloneable](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IDeepCloneable-1.html)[NasJobSpec](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1.NasJobSpec), [IBufferMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IBufferMessage.html), [IMessage](https://cloud.google.com/dotnet/docs/reference/Google.Protobuf/latest/Google.Protobuf.IMessage.html) \n\nInherited Members\n-----------------\n\n[object.GetHashCode()](https://learn.microsoft.com/dotnet/api/system.object.gethashcode) \n[object.GetType()](https://learn.microsoft.com/dotnet/api/system.object.gettype) \n[object.ToString()](https://learn.microsoft.com/dotnet/api/system.object.tostring)\n\nNamespace\n---------\n\n[Google.Cloud.AIPlatform.V1Beta1](/dotnet/docs/reference/Google.Cloud.AIPlatform.V1Beta1/latest/Google.Cloud.AIPlatform.V1Beta1)\n\nAssembly\n--------\n\nGoogle.Cloud.AIPlatform.V1Beta1.dll\n\nConstructors\n------------\n\n### NasJobSpec()\n\n public NasJobSpec()\n\n### NasJobSpec(NasJobSpec)\n\n public NasJobSpec(NasJobSpec other)\n\nProperties\n----------\n\n### MultiTrialAlgorithmSpec\n\n public NasJobSpec.Types.MultiTrialAlgorithmSpec MultiTrialAlgorithmSpec { get; set; }\n\nThe spec of multi-trial algorithms.\n\n### NasAlgorithmSpecCase\n\n public NasJobSpec.NasAlgorithmSpecOneofCase NasAlgorithmSpecCase { get; }\n\n### ResumeNasJobId\n\n public string ResumeNasJobId { get; set; }\n\nThe ID of the existing NasJob in the same Project and Location\nwhich will be used to resume search. search_space_spec and\nnas_algorithm_spec are obtained from previous NasJob hence should not\nprovide them again for this NasJob.\n\n### SearchSpaceSpec\n\n public string SearchSpaceSpec { get; set; }\n\nIt defines the search space for Neural Architecture Search (NAS)."]]
