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The following tutorials step
through the various stages of a Vertex AI Neural Architecture Search run. To help
you integrate your docker with the Neural Architecture Search service,
we encourage you to run these tutorials, not only read through
them. This process
will then help you to integrate your own docker with the
Neural Architecture Search service.
These tutorials are lightweight and only require a few cloud CPUs
to run, which your project should have by default without
any additional quota needs.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-25 UTC."],[],[],null,["# Vertex AI tutorials\n\nThe following tutorials step\nthrough the various stages of a Vertex AI Neural Architecture Search run. To help\nyou integrate your docker with the Neural Architecture Search service,\nwe encourage you to *run* these tutorials, not only read through\nthem. This process\nwill then help you to integrate your own docker with the\nNeural Architecture Search service.\n\nThese tutorials are lightweight and only require a few cloud CPUs\nto run, which your project should have by default without\nany additional quota needs.\n\n1. [Run baseline training on Google Cloud using your docker](https://github.com/google/vertex-ai-nas/blob/main/third_party/tutorial/vertex_tutorial1.md).\n2. [Create search spaces](https://github.com/google/vertex-ai-nas/blob/main/third_party/tutorial/vertex_tutorial2.md).\n3. [Run an architecture search on Google Cloud](https://github.com/google/vertex-ai-nas/blob/main/third_party/tutorial/vertex_tutorial3.md).\n4. [Add latency constraint to search: FLOPS or device based](https://github.com/google/vertex-ai-nas/blob/main/third_party/tutorial/vertex_tutorial4.md).\n\nAfter running the tutorials, you should read the\n[best practices and suggested workflow](/vertex-ai/docs/training/neural-architecture-search/suggested-workflow)\nbefore running the first Neural Architecture Search search."]]
