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PyTorch is a machine learning library based on the Torch library, [4] [5] [6] used for applications such as computer vision and natural language processing, ...
It is compatible with the PyTorch, TensorFlow and JAX deep learning libraries and includes implementations of notable models like BERT and GPT-2. [17] The library was originally called "pytorch-pretrained-bert" [ 18 ] which was then renamed to "pytorch-transformers" and finally "transformers."
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.
FAIR released Torch deep-learning modules as well as PyTorch in 2017, an open-source machine learning framework, [3] which was subsequently used in several deep learning technologies, such as Tesla's autopilot [13] and Uber's Pyro. [14] Also in 2017, FAIR discontinued a research project once AI bots developed a language that was unintelligible ...
The Open Neural Network Exchange (ONNX) [ˈɒnɪks] [2] is an open-source artificial intelligence ecosystem [3] of technology companies and research organizations that establish open standards for representing machine learning algorithms and software tools to promote innovation and collaboration in the AI sector.
It is designed to follow the structure and workflow of NumPy as closely as possible and works with TensorFlow as well as other frameworks such as PyTorch. The primary functions of JAX are: [71] grad: automatic differentiation; jit: compilation; vmap: auto-vectorization; pmap: SPMD programming
Ilya Sutskever FRS (born 8 December 1986) is an Israeli-Canadian computer scientist who specializes in machine learning. [6] Sutskever has made several major contributions to the field of deep learning.
Altman was born on April 22, 1985, in Chicago, Illinois, [8] [9] into a Jewish family, [10] and grew up in St. Louis, Missouri.His mother is a dermatologist, and his father was a real estate broker.