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Google Launches Confidential VMs in Beta on Its Cloud Platform
In a recent blog post, Google announced Confidential VMs, a new type of virtual machine that makes use of the company’s work around confidential computing to ensure that data isn’t just encrypted at rest but also while it is in memory.
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Google Announces TensorFlow 2 Support in Object Detection API
Google announced support for TensorFlow 2 (TF2) in the TensorFlow Object Detection (OD) API. The release includes eager-mode compatible binaries, two new network architectures, and pre-trained weights for all supported models.
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Google Launches the First NVIDIA Ampere A100 GPUs in the Cloud with Computing Engine A2 VMs
In a recent blog post, Google announced the introduction of the Accelerator-Optimized VM (A2) family on Google Compute Engine, based on the NVIDIA Ampere A100 Tensor Core GPU. A2 provides up to 16 GPUs in a single VM and is the first A100-based offering in the public cloud.
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Google Announces Its Cloud VMware Engine Is Now Generally Available
In a recent blog post, Google announced the general availability of its Cloud VMware Engine. With the release, customers can migrate their existing VMware-based applications to Google Cloud without refactoring or rewriting them.
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Disabling Google 2FA Doesn't Need 2FA
A developer's machine, compromised by attackers, was able to use Safari auto-fill to log into passwords.google.com, disable 2FA and extract passwords without notification. InfoQ spoke to Amos (@fasterthanlime) on Twitter about his experience and advice for others who might find themselves in the same situation. Read on to find out what happened, and what you should do to protect your assets.
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Google ARCore Depth API Now Available with Additional Sample Code
Released in closed beta at the end of last year, ARCore Depth is now available in ARCore 1.18. Since the initial announcement, Google has been working with selected partners to create compelling use cases of this technology.
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Flutter Now Runs in Codepen Code Playgrounds
Zoey Fan, product manager for Flutter, recently announced that Codepen, a popular online code playground, is now supporting Flutter. Flutter developers interested in sharing code snippets, or developers interested in quickly trying Flutter out without installation nor setup, can interactively write Flutter code in a Codepen window and observe the web output in another one.
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Google ML Kit SDK Now Focuses on On-Device Machine Learning
Google has introduced a new ML Kit SDK aimed at working in standalone mode without requiring a tight integration with Firebase, as the original ML Kit SDK did. Additionally, it provides limited support for replacing its default models with custom ones for image labeling and object detection and tracking.
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Google Open-Sources Computer Vision Model Big Transfer
Google Brain has released the pre-trained models and fine-tuning code for Big Transfer (BiT), a deep-learning computer vision model. The models are pre-trained on publicly-available generic image datasets and can meet or exceed state-of-the-art performance on several vision benchmarks after fine-tuning on just a few samples.
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Google Open-Sources AI for Using Tabular Data to Answer Natural Language Questions
Google open-sourced Table Parser (TAPAS), a deep-learning system that can answer natural-language questions from tabular data. TAPAS was trained on 6.2 million tables extracted from Wikipedia and matches or exceeds state-of-the-art performance on several benchmarks.
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Dart and Flutter Improve Performance, Safety, and Tooling for Cross-Platform Mobile Development
The latest Dart release, Dart 2.8, focuses on preparing the ground for the introduction of null safety and brings an improved package manager. Flutter 1.17 significantly improves runtime performance while reducing binary size and memory usage. Additionally, it introduces a number of new Material widgets, including NavigationRail, updated DatePicker, and more.
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Google Open-Sources New Higher Performance TensorFlow Runtime
Google open-sourced the TensorFlow Runtime (TFRT), a new abstraction layer for their TensorFlow deep-learning framework that allows models to achieve better inference performance across different hardware platforms. Compared to the previous runtime, TFRT improves average inference latency by 28%.
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Google and Apple Publish Exposure Notification API Draft
Only a few weeks after its initial announcement, the partnership between Google and Apple to provide their mobile OSes with solid foundations for contact tracing applications has reached a key milestone, a preliminary draft of the Exposure Notification API and beta release for iOS.
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Google Updates Cloud Spanner with New Features: Backup on Demand, Local Emulator, and More
In a recent blog post, Google announced a slew of new features for Cloud Spanner. The public cloud provider released the service with new updates including the managed backup-restore feature, foreign key support, query optimizer versioning feature, a C++ client library, and a local emulator.
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Google Cloud Healthcare API Now Generally Available
In a recent blog post, Google announced the general availability of its Cloud Healthcare API. This service facilitates the exchange of healthcare data between solutions built on Google Cloud Platform (GCP) and applications.