PyTorch
The dominant deep learning framework, built around dynamic computation graphs.
Aperçu
PyTorch is a deep learning framework whose graphs are built as the code runs, so ordinary Python control flow and debuggers work. It solves the problem that static graphs make a model hard to inspect and hard to change. It exists as the framework most research is published in, and that matters practically: a new technique usually appears as PyTorch code first, which is why production stacks tend to inherit it.
Graphe des technologies
Comment PyTorch se rattache au reste de la pile.
Utilise et dépend de
- NVIDIA CUDA platform Hardware PyTorch uses NVIDIA CUDA High ✓ source
Appliqué à
- Deep Learning concept Algorithms PyTorch used for Deep Learning High ✓ source
Outils
Logiciels qui implémentent PyTorch ou s'y intègrent.