ONNXRuntime和ONNX以及深度学习框架对应关系
ONNXRuntime和ONNX以及深度学习框架对应关系
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来源:onnxruntime
Version matrix
| ONNX Runtime release version | ONNX release version | ONNX opset version | ONNX ML opset version | Supported ONNX IR version | Windows ML Availability |
|---|---|---|---|---|---|
| 1.12.0 | 1.10 down to 1.2 | 15 | 2 | 7 | Windows AI 1.11+ |
| 1.11.0 | 1.10 down to 1.2 | 15 | 2 | 7 | Windows AI 1.11+ |
| 1.10.0 | 1.10 down to 1.2 | 15 | 2 | 7 | Windows AI 1.10+ |
| 1.9.0 | 1.10 down to 1.2 | 15 | 2 | 7 | Windows AI 1.9+ |
| 1.8.2 | 1.9 down to 1.2 | 14 | 2 | 7 | Windows AI 1.8+ |
| 1.8.1 | 1.9 down to 1.2 | 14 | 2 | 7 | Windows AI 1.8+ |
| 1.8.0 | 1.9 down to 1.2 | 14 | 2 | 7 | Windows AI 1.8+ |
| 1.7.0 | 1.8 down to 1.2 | 13 | 2 | 7 | Windows AI 1.7+ |
| 1.6.0 | 1.8 down to 1.2 | 13 | 2 | 7 | Windows AI 1.6+ |
| 1.5.3 | 1.7 down to 1.2 | 12 | 2 | 7 | Windows AI 1.5+ |
| 1.5.2 | 1.7 down to 1.2 | 12 | 2 | 7 | Windows AI 1.5+ |
| 1.5.1 | 1.7 down to 1.2 | 12 | 2 | 7 | Windows AI 1.5+ |
| 1.4.0 | 1.7 down to 1.2 | 12 | 2 | 7 | Windows AI 1.4+ |
| 1.3.1 | 1.7 down to 1.2 | 12 | 2 | 7 | Windows AI 1.4+ |
| 1.3.0 | 1.7 down to 1.2 | 12 | 2 | 7 | Windows AI 1.3+ |
| 1.2.0 1.1.2 1.1.1 1.1.0 |
1.6 down to 1.2 | 11 | 2 | 6 | Windows AI 1.3+ |
| 1.0.0 | 1.6 down to 1.2 | 11 | 2 | 6 | Windows AI 1.3+ |
| 0.5.0 | 1.5 down to 1.2 | 10 | 1 | 5 | Windows AI 1.3+ |
| 0.4.0 | 1.5 down to 1.2 | 10 | 1 | 5 | Windows AI 1.3+ |
| 0.3.1 0.3.0 |
1.4 down to 1.2 | 9 | 1 | 3 | Windows 10 2004+ |
| 0.2.1 0.2.0 |
1.3 down to 1.2 | 8 | 1 | 3 | Windows 10 1903+ |
| 0.1.5 0.1.4 |
1.3 down to 1.2 | 8 | 1 | 3 | Windows 10 1809+ |
Tool Compatibility
| Tool | Recommended Version | Supported ONNX version(s) |
|---|---|---|
| PyTorch | Latest stable | 1.2-1.6 |
| ONNXMLTools CoreML, LightGBM, XGBoost, LibSVM |
Latest stable | 1.2-1.6 |
| ONNXMLTools SparkML |
Latest stable | 1.4-1.5 |
| SKLearn-ONNX | Latest stable | 1.2-1.6 |
| Keras-ONNX | Latest stable | 1.2-1.6 |
| Tensorflow-ONNX | Latest stable | 1.2-1.6 |
| WinMLTools | Latest stable | 1.2-1.6 |
| Paddle2ONNX | Latest stable | 1.6-1.9 |
| AutoML | 1.0.39+ | 1.5 |
| 1.0.33 | 1.4 |
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