PyTorch
| PyTorch (ai-tool) | |
|---|---|
| Full Name | PyTorch |
| Short Name | PyTorch |
| Description | Open-source deep learning framework that provides tools for building and training neural networks, with strong support for GPU acceleration and a flexible, easy-to-use interface |
| Company | TBD |
| Logo |  |
| Web | https://pytorch.org/ |
| Category | AI Data |
| License | TBD |
- Snippet from Wikipedia: PyTorch
PyTorch is a machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, originally developed by Meta AI and now part of the Linux Foundation umbrella. It is one of the most popular deep learning frameworks, alongside others such as TensorFlow and PaddlePaddle, offering free and open-source software released under the modified BSD license. Although the Python interface is more polished and the primary focus of development, PyTorch also has a C++ interface.
A number of pieces of deep learning software are built on top of PyTorch, including Tesla Autopilot, Uber's Pyro, Hugging Face's Transformers, PyTorch Lightning, and Catalyst.
PyTorch provides two high-level features:
- Tensor computing (like NumPy) with strong acceleration via graphics processing units (GPU)
- Deep neural networks built on a tape-based automatic differentiation system