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
Category: PyTorch
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Source: i-programmer.info Researchers have devised a novel deep learning approach to repairing the damage suffered by old photographic prints. The project is open source and a PyTorch implementation is downloadable from GitHub. There’s also a Colab where you can try it out. We’ve encountered neural networks that can colorize old black and white shots, can Read More
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
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
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
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
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
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