onnx/defs/operator_sets_ml.h

0001 /*
0002  * SPDX-License-Identifier: Apache-2.0
0003  */
0004
0005 #pragma once
0006
0007 #ifdef ONNX_ML
0008
0009 #include "onnx/defs/schema.h"
0010
0011 namespace ONNX_NAMESPACE {
0012
0013 // Forward declarations for ai.onnx.ml version 1
0014 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, ArrayFeatureExtractor);
0015 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Binarizer);
0016 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, CastMap);
0017 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, CategoryMapper);
0018 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, DictVectorizer);
0019 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, FeatureVectorizer);
0020 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Imputer);
0021 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, LabelEncoder);
0022 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, LinearClassifier);
0023 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, LinearRegressor);
0024 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Normalizer);
0025 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, OneHotEncoder);
0026 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, SVMClassifier);
0027 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, SVMRegressor);
0028 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Scaler);
0029 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, TreeEnsembleClassifier);
0030 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, TreeEnsembleRegressor);
0031 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, ZipMap);
0032
0033 // Iterate over schema from ai.onnx.ml version 1
0034 class OpSet_OnnxML_ver1 {
0035  public:
0036   static void ForEachSchema(std::function<void(OpSchema&&)> fn) {
0037     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, ArrayFeatureExtractor)>());
0038     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Binarizer)>());
0039     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, CastMap)>());
0040     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, CategoryMapper)>());
0041     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, DictVectorizer)>());
0042     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, FeatureVectorizer)>());
0043     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Imputer)>());
0044     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, LabelEncoder)>());
0045     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, LinearClassifier)>());
0046     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, LinearRegressor)>());
0047     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Normalizer)>());
0048     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, OneHotEncoder)>());
0049     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, SVMClassifier)>());
0050     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, SVMRegressor)>());
0051     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, Scaler)>());
0052     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, TreeEnsembleClassifier)>());
0053     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, TreeEnsembleRegressor)>());
0054     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 1, ZipMap)>());
0055   }
0056 };
0057
0058 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 2, LabelEncoder);
0059
0060 class OpSet_OnnxML_ver2 {
0061  public:
0062   static void ForEachSchema(std::function<void(OpSchema&&)> fn) {
0063     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 2, LabelEncoder)>());
0064   }
0065 };
0066
0067 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 3, TreeEnsembleClassifier);
0068 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 3, TreeEnsembleRegressor);
0069
0070 class OpSet_OnnxML_ver3 {
0071  public:
0072   static void ForEachSchema(std::function<void(OpSchema&&)> fn) {
0073     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 3, TreeEnsembleClassifier)>());
0074     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 3, TreeEnsembleRegressor)>());
0075   }
0076 };
0077
0078 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 4, LabelEncoder);
0079
0080 class OpSet_OnnxML_ver4 {
0081  public:
0082   static void ForEachSchema(std::function<void(OpSchema&&)> fn) {
0083     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 4, LabelEncoder)>());
0084   }
0085 };
0086
0087 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 5, TreeEnsemble);
0088 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 5, TreeEnsembleRegressor);
0089 class ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 5, TreeEnsembleClassifier);
0090
0091 class OpSet_OnnxML_ver5 {
0092  public:
0093   static void ForEachSchema(std::function<void(OpSchema&&)> fn) {
0094     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 5, TreeEnsemble)>());
0095     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 5, TreeEnsembleRegressor)>());
0096     fn(GetOpSchema<ONNX_OPERATOR_SET_SCHEMA_CLASS_NAME(OnnxML, 5, TreeEnsembleClassifier)>());
0097   }
0098 };
0099
0100 inline void RegisterOnnxMLOperatorSetSchema() {
0101   RegisterOpSetSchema<OpSet_OnnxML_ver1>();
0102   RegisterOpSetSchema<OpSet_OnnxML_ver2>();
0103   RegisterOpSetSchema<OpSet_OnnxML_ver3>();
0104   RegisterOpSetSchema<OpSet_OnnxML_ver4>();
0105   RegisterOpSetSchema<OpSet_OnnxML_ver5>();
0106 }
0107 } // namespace ONNX_NAMESPACE
0108
0109 #endif