ONNXRuntime和ONNX以及深度学习框架对应关系

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