InfoQ Homepage News
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PyTorch 1.12 Release Includes Accelerated Training on Macs and New Library TorchArrow
The PyTorch open-source deep-learning framework announced the release of version 1.12 which includes support for GPU-accelerated training on Apple silicon Macs and a new data preprocessing library, TorchArrow, as well as updates to other libraries and APIs.
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AWS Enhances its Step Functions Experience with Workflow Collections
AWS Step Functions is a serverless function orchestrator that makes it easy to sequence AWS Lambda functions and multiple AWS services into business-critical applications. AWS recently introduced a new experience to its Step Functions with Function Workflow Collections allowing users to create Step Functions workflows easier.
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Google AI Developed a Language Model to Solve Quantitative Reasoning Problems
Google AI developed a deep learning language model called Minerva which could solve mathematical quantitative problems. Google AI researchers achieved a state-of-the-art deep learning model by training on a large dataset that contains quantitative reasoning with symbolic expressions. The final model, Minerva, could solve quantitative mathematical problems on STEM reasoning tasks.
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The Journey of Going Back to Testing after Being a Testing Manager
Returning to testing after having become a test manager can be challenging. For Julia María Durán Muñoz it meant finding a company that appreciated her experience and recognized her desire and ability to do technical work. It can help to get training to update your knowledge, refresh your technical skills, and practice your skills before starting interviews.
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MLGO Framework Brings Machine Learning in Compiler Optimizations
Google’s new Machine Learning Guided Optimization (MLGO) is an industrial-grade general framework for integrating machine-learning (ML) techniques systematically in a compiler and in particular in LLVM. Compiling faster and smaller code can significantly reduce the operational cost of large data-center applications.
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OpenSSL Releases Fix for High-Severity Vulnerability
OpenSSL 3.0.4, released less than a month ago, introduced a bug that enabled a remote code execution vulnerability on machines computing 2048 bit RSA keys on X86_64 CPUs. A fix is now available in OpenSSL 3.0.5.
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OpenAI Releases Minecraft-Playing AI VPT
Researchers from OpenAI have open-sourced Video PreTraining (VPT), a semi-supervised learning technique for training game-playing agents. In a zero-shot setting, VPT performs tasks that agents cannot learn via reinforcement learning (RL) alone, and with fine-tuning is the first AI to craft a diamond pickaxe in Minecraft.
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Google Cloud Announces Advanced API Security through Apigee
Recently Google announced the public preview of Advanced API Security, a comprehensive set of API security capabilities built on Apigee, their API management platform. With the new capability, customers can detect security threats more efficiently.
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Java News Roundup: Eclipse Soteria 3.0, Log4j, Hibernate ORM, IntelliJ IDEA
This week's Java roundup for July 4th, 2022, features news from JDK 19, JDK 20, Spring projects updates, Open Liberty 22.0.0.7 and 22.0.0.8-beta, Quarkus 2.10.2, Hibernate ORM 5.6.10, Hibernate Reactive 1.1.7, Eclipse Foundation projects updates, Apache Software Foundation projects updates, JDKMon 17.0.31 and 17.0.29 and JetBrains product updates.
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How Rewriting a C++/ObjC Codebase in Swift Shrank it down to 30%
In a recent article on the Swift language blog, Graphing Calculator's creator Ron Avitzur recounted how his decision to fully rewrite his app in Swift allowed him to shrink its codebase down to 30% of its original size, improving maintainability and readability while not losing performance.
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Amazon Aurora Supports PostgreSQL 14
Amazon recently announced that Aurora PostgreSQL supports PostgreSQL major version 14. The new release adds performance improvements and new capabilities, including support for SCRAM password encryption.
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Google Cloud Launches New Sustainability Offerings for Climate Resiliency
At the recent Sustainability Summit, Google launched several new sustainability offerings to help public sector agencies and researchers to improve climate resilience. These offerings are Climate Insights for natural resources and Climate Insights for infrastructure.
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Apple Introduces Lockdown Mode to Secure Its OSes against Cyberattacks
The new Lockdown Mode announced by Apple, available now in the latest betas of iOS 16, iPadOS 16, and macOS Ventura, aims to provide a further level of protection to users at risk of highly targeted Cyberattacks.
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Trust-Driven Development: Accelerate Delivery and Increase Creativity
By building trust you can break silos, foster collaboration, increase focus, and enable people to come up with creative solutions for products and for improving their processes. The DevOps movement was created to break the silos in the organisations; trust can be built by organising pair programming across various functions and various teams.
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PostgreSQL Interface for Cloud Spanner Now Generally Available
Google Cloud recently announced the general availability of the PostgreSQL interface for Cloud Spanner. The new interface increases the portability of workloads to and from Spanner and provides a globally distributed option to developers already familiar with PostgreSQL.