PyTorch is a popular deep learning framework that offers features like production readiness, scalable distributed training, a rich ecosystem of tools and libraries, and support for major cloud platforms.
Features
- Transition seamlessly between eager and graph modes with TorchScript for easy production deployment
- Scalable distributed training and performance optimization with the torch.distributed backend
- Rich ecosystem of tools and libraries for computer vision, NLP, and more
- Seamless support on major cloud platforms for easy development and scaling
Use Cases
- Developing deep learning models for various applications
- Scaling and optimizing training of deep learning models in research and production
- Enhancing computer vision and NLP applications using PyTorch's rich ecosystem
Suited For
- Researchers
- Data scientists
- Machine learning engineers