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PyTorch Lightning is an open-source Python library that provides a high-level interface for PyTorch, a popular deep learning framework. [1] It is a lightweight and high-performance framework that organizes PyTorch code to decouple research from engineering, thus making deep learning experiments easier to read and reproduce.
The torch package also simplifies object-oriented programming and serialization by providing various convenience functions which are used throughout its packages. The torch.class(classname, parentclass) function can be used to create object factories ().
In September 2022, Meta announced that PyTorch would be governed by the independent PyTorch Foundation, a newly created subsidiary of the Linux Foundation. [ 24 ] PyTorch 2.0 was released on 15 March 2023, introducing TorchDynamo , a Python-level compiler that makes code run up to 2x faster, along with significant improvements in training and ...
Major advances in this field can result from advances in learning algorithms (such as deep learning), computer hardware, and, less-intuitively, the availability of high-quality training datasets. [1] High-quality labeled training datasets for supervised and semi-supervised machine learning algorithms are usually difficult and expensive to ...
The library has also been widely adopted in computer vision and deep learning projects, with over 12,000 packages depending on it as listed on its GitHub dependents page. [ 5 ] In addition, Albumentations has been used in many winning solutions for computer vision competitions, including the DeepFake Detection challenge at Kaggle with a prize ...
The Utah Hockey Club is a professional ice hockey team based in Salt Lake City.The team competes in the National Hockey League (NHL) as a member of the Central Division in the Western Conference.
Portia Lee James DeGeneres (born Amanda Lee Rogers; 31 January 1973), known professionally as Portia de Rossi, is an Australian-American retired actress.She played Nelle Porter on the American drama series Ally McBeal (1998–2002), for which she won a Screen Actors Guild Award; Lindsay Bluth Fünke on the American television sitcom Arrested Development (2003–2006, 2013, 2018–2019), and ...
Dinah Shore (born Frances Rose Shore; February 29, 1916 – February 24, 1994) was an American singer, actress, and talk show host.Shore rose to prominence as a recording artist during the Big Band era.