Глубокое обучение (Deep Learning) для бизнеса

2020. Google Colaboratory now has a paid Pro version



Google has introduced a paid version of its neural network training service, Colab Pro, which costs $9.99/month. However, although it is paid, it (like the free version) does not provide guaranteed resources and is not designed for production training and execution of neural network models. However, paid users will still have priority access to fast T4 and P100 GPUs (while users of the standard version will work with K80 video cards). They will also have priority access to TPU tensor processing units. Furthermore, Colab Pro allows for up to 24 hours of connection time, and has relatively relaxed idle time limits. In the free version of Colab, notebooks can run for up to 12 hours, and they disconnect fairly quickly when in standby mode.


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.