PyTorch
The dominant deep learning framework, built around dynamic computation graphs.
Überblick
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.
Technologiegraph
Wie PyTorch mit dem übrigen Stack zusammenhängt.
Nutzt und hängt ab von
- NVIDIA CUDA platform Hardware PyTorch uses NVIDIA CUDA High ✓ source
Angewendet auf
- Deep Learning concept Algorithms PyTorch used for Deep Learning High ✓ source
Werkzeuge
Software, die PyTorch implementiert oder integriert.