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With Vertex AI NAS, you can search for optimal neural architectures in terms of accuracy, latency, memory, a combination of these, or a custom metric.

Home Page: https://cloud.google.com/vertex-ai/docs/training/neural-architecture-search/overview

License: Apache License 2.0

Dockerfile 0.48% Python 69.89% Jupyter Notebook 29.63%

vertex-ai-nas's Introduction

This is the Vertex AI Neural Architecture Search (NAS) code repository. With Vertex AI NAS, you can search for optimal neural architectures in terms of accuracy, latency, memory, a combination of these, or a custom metric.

Getting started

Visit Vertex AI NAS web documentation for list of features and instructions to use and follow the Documentation reading order.

License

This code is released under Apache 2.0 license except for the files under the third_party/tutorial folder which are released under a combined MIT and Apache 2.0 license.

Updates

Check out the RELEASE HISTORY for latest updates.

vertex-ai-nas's People

Contributors

lavraicse avatar xiangxu-google avatar ahmadyama-google avatar

Stargazers

CodeamonCat avatar  avatar Dmitry Balabka avatar Nikhil Mehta avatar leoamos avatar  avatar  avatar Arunkumar Venkataramanan avatar Suhaib Shekfeh avatar Aaron Baker avatar Jae-woo Kim avatar Janardhan Pulivarthi avatar  avatar Jia avatar ธนัท วงศ์สวัสดิ์ avatar Dmitry Kulikov avatar Aritra Kar avatar Jacek avatar Polina avatar Koichi Shiraishi avatar Kyuna avatar SeungWoo Yoo avatar KiyotakaMatsushita avatar Veronika Lohmanova avatar Dashon Gunnings avatar

Watchers

James Cloos avatar  avatar Kostas Georgiou avatar  avatar

vertex-ai-nas's Issues

Security Policy violation Binary Artifacts

This issue was automatically created by Allstar.

Security Policy Violation
Project is out of compliance with Binary Artifacts policy: binaries present in source code

Rule Description
Binary Artifacts are an increased security risk in your repository. Binary artifacts cannot be reviewed, allowing the introduction of possibly obsolete or maliciously subverted executables. For more information see the Security Scorecards Documentation for Binary Artifacts.

Remediation Steps
To remediate, remove the generated executable artifacts from the repository.

Artifacts Found

  • augmentation_3d_example/lingvo-0.8.2-cp36-cp36m-manylinux2010_x86_64.whl

Additional Information
This policy is drawn from Security Scorecards, which is a tool that scores a project's adherence to security best practices. You may wish to run a Scorecards scan directly on this repository for more details.


Allstar has been installed on all Google managed GitHub orgs. Policies are gradually being rolled out and enforced by the GOSST and OSPO teams. Learn more at http://go/allstar

This issue will auto resolve when the policy is in compliance.

Issue created by Allstar. See https://github.com/ossf/allstar/ for more information. For questions specific to the repository, please contact the owner or maintainer.

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