Model Formats¶
Overall comparison¶
| Format | Ecosystem | Cross-Framework | Performance | Typical Deployment |
|---|---|---|---|---|
| ONNX | General | Strong | High | Industrial deployment |
| TorchScript | PyTorch | Weak | High | C++ inference |
| SavedModel | TensorFlow | Weak | Medium | TensorFlow servers |
| TensorRT | NVIDIA | Weak | Very high | GPU servers |
| OpenVINO | Intel | Weak | High | CPU inference |
| CoreML | Apple | Weak | High | iOS devices |
| TFLite | Mobile | Weak | Medium | Phones and embedded |