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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.
It includes the Zero Redundancy Optimizer (ZeRO) for training models with 1 trillion or more parameters. [4] Features include mixed precision training, single-GPU, multi-GPU, and multi-node training as well as custom model parallelism. The DeepSpeed source code is licensed under MIT License and available on GitHub. [5]
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 ...
Download QR code; Print/export Download as PDF; Printable version; ... Torch development moved in 2017 to PyTorch, a port of the library to Python. [4] [5] [6] torch
Download QR code; Print/export ... Python No No Yes Yes Yes Yes Caffe: Berkeley Vision and Learning Center ... PyTorch: Adam Paszke, Sam Gross, Soumith Chintala ...
4.86. 5.12. Data source: Federal Reserve. Calculations by author. You'll also notice a metric called "net worth multiple" at the bottom of the table. That's how much the median household is worth ...
The Chinese government has slammed America’s introduction of fresh export controls on US-made semiconductors that Washington fears Beijing could use to make the next generation of weapons and ...
PyTorch, an open-source Tensor and Dynamic neural network in Python. [84] TensorFlow, an open-source software library for machine learning. [85] Theano, a Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones. [86]