tensorflow / tensorflow/cloud

Update TensorFlow Cloud to run on Vertex AI

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Dominant language
Python
Stars
383
Forks
93
Avg merge
1d 3h
Merged PRs (30d)
1

Description

Hello,

Will TensorFlow Cloud be available to run on Vertex AI? All AI Platform documentation has the following warning "Vertex AI is the next generation of AI Platform, with many new features that are unavailable in AI Platform. Migrate your resources to Vertex AI to get the latest machine learning features, simplify end-to-end journeys, and productionize models with MLOps."

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing TensorFlow Cloud's current AI Platform integration and the linked Vertex AI migration documentation. Determine the scope of making TensorFlow Cloud work with Vertex AI and define what supported usage and completion criteria would be before implementation.

Written by the indexing model from the issue text.

Assessment

Tech stack
gcp, google-cloud, python, tensorflow
Domain
cloud, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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