TensorFlow
Google's deep learning framework, oriented toward deployment at scale.
Overview
TensorFlow is a deep learning framework with a strong emphasis on serving and deployment beyond training. It solves the problem that a model trained in research code still has to run reliably in production across heterogeneous hardware. It exists as the framework whose ecosystem covers the whole path from training to mobile and server inference, and its graph-first design is what makes that portability possible.
Technology Graph
How TensorFlow connects to the rest of the stack.
Uses and depends on
- NVIDIA CUDA platform Hardware TensorFlow uses NVIDIA CUDA High ✓ source
Applied to
- Deep Learning concept Algorithms TensorFlow used for Deep Learning High ✓ source
Tools
Software that implements or integrates with TensorFlow.