
pytorch
Flexible deep learning with powerful GPU acceleration and dynamic graphs.
autograddeep-learninggpumachine-learning
PyTorch is an open-source machine learning framework that accelerates the path from research prototyping to production deployment. It solves the need for a flexible and intuitive deep learning platform by using a tape-based autograd system for dynamic computational graphs, enabling easy debugging and a more Pythonic workflow. It is primarily for researchers and developers who require a seamless transition between eager execution for experimentation and graph mode for high-performance production, with strong support for GPUs and distributed training.