Движки и фреймворки для машинного обучения

2021. Microsoft Azure Adds PyTorch Framework Support for Enterprises



Microsoft has launched PyTorch Enterprise, a new service in the Azure cloud that provides developers with additional support for using the PyTorch framework on Azure. This essentially means commercial support for PyTorch from Microsoft. PyTorch is an open-source machine learning platform based on Python, with a focus on computer vision and natural language processing. It was originally developed by Facebook and is at least somewhat comparable to Google's popular TensorFlow framework.


2019. Google Offers TensorFlow Enterprise to Businesses



TensorFlow is the most popular machine learning framework developed at Google. It has been open-sourced since 2015, but now Google has decided to capitalize on it and launched TensorFlow Enterprise, which includes extended support and associated cloud services on Google Cloud. This support ensures the continued use of older versions of TensorFlow, which companies have already built their AI models on. In the cloud, Google engineers will help customers quickly launch virtual machines for deep learning neural networks or Kubernetes containers.


2017. Microsoft added Google's TensorFlow ML platform to Azure



Microsoft has introduced the Azure Batch AI Training toolkit for training deep neural networks, which will soon become part of the Azure Machine Learning platform. It enables the use of the most popular deep learning frameworks: Google's TensorFlow, Microsoft's Cognitive Toolkit, Caffe, and "any other libraries." The system is designed for training deep neural network models, such as recurrent and convolutional neural networks and deep belief networks. One of the key features of such models is that they require large amounts of memory to store and process information about all internal dependencies.