mirror of
https://github.com/saymrwulf/onnxruntime.git
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168 lines
27 KiB
C++
168 lines
27 KiB
C++
#pragma once
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#include "common.h"
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//Need to file bugs for failing tests and add to reason. Before that happens, default reasons will be used.
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static const std::string disabledTestDefaultReason =
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"Model not working on CPU and GPU. Please file bug and replace this reason message.";
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static const std::string disabledGpuTestDefaultReason =
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"Model not working on GPU. Please file bug and replace this reason message.";
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// {"model test name", "reason for why it is happening and bug filed for it."}
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std::unordered_map<std::string, std::string> disabledTests({
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// Disabled cases common to both CPU&GPU (no _CPU/_GPU suffix):
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// Tier 3 models
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{ "mxnet_arcface_opset8", disabledTestDefaultReason },
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{ "XGBoost_XGClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "XGBoost_XGClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "XGBoost_XGClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "XGBoost_XGClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "scikit_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_Scaler_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_Scaler_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_RandomForestClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_RandomForestClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "scikit_Nu_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_Nu_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_Nu_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "scikit_Nu_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_Normalizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_Normalizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_LogisticRegression_OpenML_31_credit_opset7", disabledTestDefaultReason},
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{ "scikit_LogisticRegression_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "scikit_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_LabelEncoder_OpenML_3_chess_opset7", disabledTestDefaultReason},
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{ "scikit_LabelEncoder_BikeSharing_opset7", disabledTestDefaultReason},
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{ "scikit_Imputer_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_Imputer_LogisticRegression_OpenML_1464_blood_transfusion_missing_opset7", disabledTestDefaultReason},
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{ "scikit_Imputer_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_Imputer_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_GradientBoostingClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_GradientBoostingClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "scikit_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_sklearn_load_Iris_missing_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_sklearn_load_digits_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_sklearn_load_diabetes_missing_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_OpenML_31_credit_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_RandomForestRegressor_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_LinearRegression_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
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{ "scikit_DictVectorizer_GradientBoostingRegressor_sklearn_load_boston_opset7", disabledTestDefaultReason},
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{ "scikit_DecisionTreeClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "scikit_DecisionTreeClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "scikit_DecisionTreeClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "scikit_DecisionTreeClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "scikit_Binarization_DecisionTreeClassifier_OpenML_1492_plants_opset7", disabledTestDefaultReason},
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{"scikit_Binarization_DecisionTreeClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "libsvm_Nu_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "libsvm_Nu_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "libsvm_Nu_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "libsvm_Nu_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_VGG16_ImageNet_opset7", disabledTestDefaultReason},
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{ "coreml_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "coreml_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_SqueezeNet_ImageNet_opset7", disabledTestDefaultReason},
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{ "coreml_Scaler_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_Scaler_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_Resnet50_ImageNet_opset7", disabledTestDefaultReason},
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{ "coreml_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_RandomForestClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_RandomForestClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "coreml_RandomForestClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_Normalizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_Normalizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_LogisticRegression_OpenML_31_credit_opset7", disabledTestDefaultReason},
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{ "coreml_LogisticRegression_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "coreml_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_LinearSVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_LinearSVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "coreml_LinearSVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_Inceptionv3_ImageNet_opset7", disabledTestDefaultReason},
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{ "coreml_Imputer_LogisticRegression_OpenML_1464_blood_transfusion_missing_opset7", disabledTestDefaultReason},
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{ "coreml_Imputer_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_Imputer_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_GradientBoostingClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_GradientBoostingClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "coreml_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_GradientBoostingClassifier_Criteo_opset7", disabledTestDefaultReason},
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{ "coreml_GradientBoostingClassifier_BingClick_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_sklearn_load_Iris_missing_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_sklearn_load_digits_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_sklearn_load_diabetes_missing_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_OpenML_31_credit_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_RandomForestRegressor_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_LinearRegression_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
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{ "coreml_DictVectorizer_GradientBoostingRegressor_sklearn_load_boston_opset7", disabledTestDefaultReason},
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{ "coreml_DecisionTreeClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
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{ "coreml_DecisionTreeClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
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{ "coreml_DecisionTreeClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
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{ "coreml_DecisionTreeClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
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{ "coreml_AgeNet_ImageNet_opset7", disabledTestDefaultReason},
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// GPU specific cases:
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// ONNX zoo models
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{ "mask_rcnn_opset10_GPU",
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"Bug 31005388: mask_rcnn opset 10 onnx zoo model fails to evaluate on DirectML https://microsoft.visualstudio.com/OS/_workitems/edit/31005388" },
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{ "faster_rcnn_opset10_GPU",
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"Bug 31005511: Failed to extract tensor data from evaluate result of faster_rcnn opset 10 model in DirectML https://microsoft.visualstudio.com/OS/_workitems/edit/31005511" },
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// ONNX model zoo's int8/qdq models generally do not work on CPUs that lack 8-bit instructions.
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{ "YOLOv3_12_int8_opset12", disabledTestDefaultReason},
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{ "VGG_16_int8_opset12", disabledTestDefaultReason},
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{ "SSD_int8_opset12", disabledTestDefaultReason},
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{ "ShuffleNet_v2_qdq_opset12", disabledTestDefaultReason},
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{ "ShuffleNet_v2_int8_opset12", disabledTestDefaultReason},
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{ "ResNet50_qdq_opset12", disabledTestDefaultReason},
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{ "ResNet50_int8_opset12", disabledTestDefaultReason},
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{ "MobileNet_v2_1_0_qdq_opset12", disabledTestDefaultReason},
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{ "MobileNet_v2_1_0_int8_opset12", disabledTestDefaultReason},
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{ "Inception_1_int8_opset12", disabledTestDefaultReason},
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{ "Faster_R_CNN_R_50_FPN_int8_opset12", disabledTestDefaultReason},
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{ "BERT_Squad_int8_opset12", disabledTestDefaultReason},
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{ "EfficientNet_Lite4_qdq_opset11", disabledTestDefaultReason},
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{ "EfficientNet_Lite4_int8_opset11", disabledTestDefaultReason},
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// Tier 2 models
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{ "fp16_test_tiny_yolov2_opset7_GPU",
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"Bug 31005780: Result of fp16_test_tiny_yolov2_opset7 and fp16_coreml_FNS_Candy_opset7 models on DirectML aren't as accurate as on CPU https://microsoft.visualstudio.com/OS/_workitems/edit/31005780"},
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{ "fp16_tiny_yolov2_opset8_GPU",
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"Bug 31005780: Result of fp16_test_tiny_yolov2_opset7 and fp16_coreml_FNS_Candy_opset7 models on DirectML aren't as accurate as on CPU https://microsoft.visualstudio.com/OS/_workitems/edit/31005780"},
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{ "fp16_coreml_FNS_Candy_opset7_GPU",
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"Bug 31005780: Result of fp16_test_tiny_yolov2_opset7 and fp16_coreml_FNS_Candy_opset7 models on DirectML aren't as accurate as on CPU https://microsoft.visualstudio.com/OS/_workitems/edit/31005780"},
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{ "mlperf_ssd_mobilenet_300_opset10_GPU",
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"Bug 31005624: mlperf_ssd_mobilenet_300 opset 10 model fails to evaluate in DirectML https://microsoft.visualstudio.com/OS/_workitems/edit/31005624" },
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});
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/*
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model name -> (adapter name regex, skipped test reason)
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*/
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std::unordered_map<std::string, std::pair<std::string, std::string>> disabledGpuAdapterTests({
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// e.g. {"fp16_inception_v1_opset7_GPU", std::make_pair("NVIDIA", "Bug 31144419: Results of fp16_inception_v1 opset7 and opset8 aren't accurate enough on AMD Radeon VII & Intel(R) UHD Graphics 630 & NVIDIA https://microsoft.visualstudio.com/OS/_workitems/edit/31144419")},
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// {"candy_opset9", std::make_pair("(Intel\\(R\\) (UHD )?Graphics)|(Adreno)", "Bug 31652854: Results of candy_opset9 aren't accurate enough on Intel Graphics and Qualcomm Adreno 685 https://microsoft.visualstudio.com/OS/_workitems/edit/31652854")},
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});
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/*
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Override the default tolerances for these test cases (can be tailored to only CPU or GPU with suffix).
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test name -> absolute difference sampleTolerance
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*/
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std::unordered_map<std::string, double> sampleTolerancePerTests({
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{"fp16_inception_v1_opset7_GPU", 0.005},
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{"fp16_inception_v1_opset8_GPU", 0.005},
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{ "candy_opset9_GPU", 0.00150000}, // Intel(R) UHD Graphics 630 (29.20.100.9020) AP machine has inaccurate GPU results for FNS Candy opset 9 https://microsoft.visualstudio.com/OS/_workitems/edit/30696168/
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{ "fp16_tiny_yolov2_opset8_GPU", 0.109000}, // Intel(R) UHD Graphics 630 (29.20.100.9020) AP machine has inaccurate GPU results for FNS Candy opset 9 https://microsoft.visualstudio.com/OS/_workitems/edit/30696168/
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});
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