How to use Google microbenchmarks for evaluating TPU performance

Google's open-source TPU microbenchmark suite provides developers with granular performance metrics across Network, Compute, HBM, Host Transfer, and Attention components to validate real-world hardware capabilities. By leveraging these benchmarks to establish a Roofline model, engineers can accurately diagnose whether their machine learning workloads are compute-, memory-, or network-bound. This empirical baseline directly guides targeted software optimizations—such as kernel tuning, mesh sharding, and rematerialization—to maximize hardware utilization for large-scale model deployments.

Use Gemini in Google Forms to quickly create a new quiz

Help me create in Google Forms now supports generating quizzes.

With this launch, you can quickly create a quiz by writing a specific prompt for Help me create describing the quiz you want to create. Your prompt can reference Google Drive files like Docs, Slides or PDFs to use as sources for the quiz, should you choose.

Gemini then generates a quiz incorporating details from any files you reference, with appropriate quiz settings, including correct answers for each question. Gemini supports different question types like multiple choice, grid, checkboxes, and grid question types.

You can preview the quiz after it's generated, and adjust the content of the generated quiz after inserting it, as needed.

Getting started


Users can create a quiz using a prompt and pdf file with Gemini in Google Forms

Rollout pace

Availability

  • Business: Business Standard, and Plus
  • Enterprise: Enterprise Standard, and Plus
  • Education: Education Plus
  • Consumer: Google AI, Pro, and Ultra
  • Education Add-ons: Google AI Pro for Education; Teaching and Learning

Resources

Chrome Beta for Desktop Update

The Chrome team is excited to announce the promotion of Chrome 152 to the Beta channel for Windows, Mac and Linux. Chrome 152.0.7977.8 contains our usual under-the-hood performance and stability tweaks, but there are also some cool new features to explore - please head to the Chromium blog to learn more!

A partial list of changes is available in the Git log. Interested in switching release channels? Find out how. If you find a new issue, please let us know by filing a bug. The community help forum is also a great place to reach out for help or learn about common issues.

Chrome Release Team
Google Chrome

Chrome for Android Update

   Hi, everyone! We've just released Chrome 151 (151.0.7922.71) for Android. It'll become available on Google Play over the next few days. 

This release includes stability and performance improvements. You can see a full list of the changes in the Git log. If you find a new issue, please let us know by filing a bug.


Android releases contain the same security fixes as their corresponding Desktop releases (Windows & Mac: 151.0.7922.71/72, Linux: 151.0.7922.71) unless otherwise noted.

Harry Souders

Launching Structured Data Files v10.1

Today we’re announcing the general availability of Structured Data Files v10.1. All users can now use v10.1 when downloading and uploading SDFs in the Display & Video 360 interface.

SDF v10.1 includes the following changes:

  • The ability to specify whether a YouTube video asset identified in a Video ID or Related Videos column contains content that was created or edited with AI. Read more about AI labeling in ads using SDF.
  • Support for digital out-of-home Insertion Order and Line Item resources.
  • New columns identifying the Display & Video 360 creatives in use by ads and ad groups.
  • Updated options for the Inventory Mode column of Line Item files.

See the release notes for the details on the changes in v10.1. If you are using a version previous to v10, it is now deprecated. Follow the instructions in our migration guide to migrate to v10 from any available version.

If you have any questions or want to discuss this post, please reach out to us on our “Google Advertising and Measurement Community” Discord server.

Stable Channel Update for Desktop

 The Stable channel has been updated to 151.0.7922.71/.72 for Windows and Mac and 151.0.7922.71 for Linux, which will roll out over the coming days/weeks. A full list of changes in this build is available in the Log


Interested in switching release channels? Find out how here. If you find a new issue, please let us know by filing a bug. The community help forum is also a great place to reach out for help or learn about common issues.


Krishna Govind

Google Chrome