Source – https://visualstudiomagazine.com/ Microsoft claims its new PyTorch Enterprise on Microsoft Azure is the first offering from a cloud platform to provide enterprise support for PyTorch, the popular open source deep learning framework. Along with that enterprise support, it comes with prioritized troubleshooting and also integrates with other Azure solutions, such as Azure Machine Learning. PyTorch is Read More

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Source: infoq.com Facebook AI Research (FAIR) has announced the release of Opacus, a high-speed library for applying differential privacy techniques when training deep-learning models using the PyTorch framework. Opacus can achieve an order-of-magnitude speedup compared to other privacy libraries. The library was described on the FAIR blog. Opacus provides an API and implementation of a PrivacyEngine, which Read More

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Source: marktechpost.com NVIDIA’s open-source toolkit, NVIDIA NeMo( Neural Models), is a revolutionary step towards the advancement of Conversational AI. Based on PyTorch, it allows one to build quickly, train, and fine-tune conversational AI models. As the world is getting more digital, Conversational AI is a way to enable communication between humans and computers. The set Read More

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Source: bestgamingpro.com Deep learning opens a brand new stage of capabilities inside the synthetic intelligence realm, however its use has been restricted to knowledge scientists. These days, lastly, it could be ripe for “democratization,” that means it’s poised to turn out to be an accessible set of applied sciences accessible to all who want it — Read More

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Source: analyticsindiamag.com PyTorch has become popular within organisations to develop superior deep learning products. But building, scaling, securing, and managing models in production due to lack of PyTorch’s model server was keeping companies from going all in. The robust model server allows loading one or more models and automatically generating prediction API, backed by a Read More

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Source: datanami.com AWS has announced that the Amazon Elastic Inference is now compatible with PyTorch models. PyTorch, which AWS describes as a “popular deep learning framework that uses dynamic computational graphs,” is a piece of free, open-source software developed largely by Facebook’s AI Research Lab (FAIR) that allows developers to more easily apply Python code Read More

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Source: infoq.com PyTorch, Facebook’s open-source deep-learning framework, announced the release of version 1.4. This release, which will be the last version to support Python 2, includes improvements to distributed training and mobile inference and introduces support for Java. This release follows the recent announcements and presentations at the 2019 Conference on Neural Information Processing Systems (NeurIPS) in December. For training large models, Read More

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Source: sg.channelasia.tech Microsoft has released DeepSpeed, a new deep learning optimisation library for PyTorch, that is designed to reduce memory use and train models with better parallelism on existing hardware. According to a Microsoft Research blog post announcing the new framework, DeepSpeed improves PyTorch model training through a memory optimisation technology that increases the number of possible parameters Read More

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Source: venturebeat.com Facebook AI Research (FAIR) today unveiled PyTorch3D, a library that enables researchers and developers to combine deep learning and 3D objects. As part of the release, Facebook is also open-sourcing Mesh R-CNN, a model introduced last year capable of rendering 3D objects from 2D shapes in images of interior spaces. PyTorch3D was inspired by Mesh Read More

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Source: infoq.com Horace He recently published an article summarising The State of Machine Learning Frameworks in 2019. The article utilizes several metrics to argue the point that PyTorch is quickly becoming the dominant framework for research, whereas TensorFlow is the dominant framework for applications deployed within a commercial/industrial context. He, a research student at Cornell University, counted the number of papers discusing either PyTorch or TensorFlow Read More

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Source: siliconangle.com Uber Technology Inc. has open-sourced a conversational artificial intelligence engine called the Plato Research Dialog System that’s set to compete with similar offerings such as Google LLC’s Dialogflow, Microsoft Corp.’s Bot Framework, and Amazon.com Inc.’s Lex. In a blog post today, Uber’s AI research team explained that Plato is designed for building, training and deploying prototype and demonstration systems. It Read More

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Source:- hub.packtpub.com Yesterday, the team at PyTorch announced the availability of PyTorch Hub which is a simple API and workflow that offers the basic building blocks to improve machine learningresearch reproducibility. Reproducibility plays an important role in research as it is an essential requirement for a lot of fields related to research including the ones based on machine Read More

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Source- fortune.com Google and Facebook are teaming up to make each company’s artificial intelligence technologies work better together. The two companies said Tuesday that an unspecified number of engineers are collaborating to make Facebook’s open source machine learning PyTorch framework work with Google’s custom computer chips for machine learning, dubbed Tensor Processing Units, or TPU. The collaboration marks Read More

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