![]() One of the most exciting feature for PyTorch users is that Ubuntu 20.04 now includes the proprietary NVIDIA Linux drivers. It is out in April 2020 and supported for 5 years until April 2025 (standard support). Lastly, PyTorch also contains a component ( torch.jit) to serialize and optimize models from your PyTorch code.Ĭode-named Focal Fossa, Ubuntu 20.04 is the most recent release of Ubuntu LTS. It also contains 2 components for data processing: torch.multiprocessing enables memory sharing between torch Tensors between procisesses, and torch.utils provides DataLoder class. ![]() Under the hood, PyTorch is a Tensor library ( torch), similar to NumPy, and mainly provides an automatic differentiation library ( tograd) and a neural networks library ( torch.nn). Open-sourced by Facebook, PyTorch has been used by researchers and developers for computer vision ( torchvision), NLP (natural language processing, torchtext), and audio tasks. ![]() PyTorch is a popular deep learning framework written in Python. ![]()
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December 2022
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