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onnxruntime/winml/test/model/skip_model_tests.h

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Add WinML Model testing (#5417) * Model test start with float * Clean up code and add environment variable detection * Move into namespace * PR comments * Fix linker errors in latest merge to master and also fix warning * add skipping model test mechanism * Return std::string instead of writing to buffer * Address case where env variable is larger than max_path * use const static string for test reason * Disable x86 tests and don't build if ort memory checker is enabled * Add comment * Add additional failing x86 tests and ifdef for checking fo rx86 build * PR comments
2020-10-16 02:04:12 +00:00
#pragma once
#include "common.h"
//Need to file bugs for failing tests and add to reason. Before that happens, default reasons will be used.
static const std::string disabledTestDefaultReason = "Model not working on CPU and GPU. Please file bug and replace this reason message.";
static const std::string disabledGpuTestDefaultReason = "Model not working on GPU. Please file bug and replace this reason message.";
// {"model test name", "reason for why it is happening and bug filed for it."}
std::unordered_map<std::string, std::string> disabledTests(
Implement conversion from ORT String to WinML Tensor String (#6097) * Implement conversion from ort string to winml string * NIT:comment
2020-12-11 01:47:50 +00:00
{
Skip new model test additions (#5611)
2020-10-28 20:27:49 +00:00
// Tier 3 models
Add WinML Model testing (#5417) * Model test start with float * Clean up code and add environment variable detection * Move into namespace * PR comments * Fix linker errors in latest merge to master and also fix warning * add skipping model test mechanism * Return std::string instead of writing to buffer * Address case where env variable is larger than max_path * use const static string for test reason * Disable x86 tests and don't build if ort memory checker is enabled * Add comment * Add additional failing x86 tests and ifdef for checking fo rx86 build * PR comments
2020-10-16 02:04:12 +00:00
{"mxnet_arcface_opset8", disabledTestDefaultReason},
{"XGBoost_XGClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"XGBoost_XGClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"XGBoost_XGClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"XGBoost_XGClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"scikit_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_Scaler_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_Scaler_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_RandomForestClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_RandomForestClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"scikit_Nu_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_Nu_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_Nu_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"scikit_Nu_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_Normalizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_Normalizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_LogisticRegression_OpenML_31_credit_opset7", disabledTestDefaultReason},
{"scikit_LogisticRegression_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"scikit_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_LabelEncoder_OpenML_3_chess_opset7", disabledTestDefaultReason},
{"scikit_LabelEncoder_BikeSharing_opset7", disabledTestDefaultReason},
{"scikit_Imputer_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_Imputer_LogisticRegression_OpenML_1464_blood_transfusion_missing_opset7", disabledTestDefaultReason},
{"scikit_Imputer_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_Imputer_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_GradientBoostingClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_GradientBoostingClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"scikit_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_sklearn_load_Iris_missing_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_sklearn_load_digits_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_sklearn_load_diabetes_missing_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_OpenML_31_credit_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_RandomForestRegressor_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_LinearRegression_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
{"scikit_DictVectorizer_GradientBoostingRegressor_sklearn_load_boston_opset7", disabledTestDefaultReason},
{"scikit_DecisionTreeClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"scikit_DecisionTreeClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"scikit_DecisionTreeClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"scikit_DecisionTreeClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"scikit_Binarization_DecisionTreeClassifier_OpenML_1492_plants_opset7", disabledTestDefaultReason},
{"scikit_Binarization_DecisionTreeClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"libsvm_Nu_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"libsvm_Nu_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"libsvm_Nu_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"libsvm_Nu_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_VGG16_ImageNet_opset7", disabledTestDefaultReason},
{"coreml_SVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_SVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_SVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"coreml_SVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_SqueezeNet_ImageNet_opset7", disabledTestDefaultReason},
{"coreml_Scaler_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_Scaler_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_Resnet50_ImageNet_opset7", disabledTestDefaultReason},
{"coreml_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_RandomForestClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_RandomForestClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"coreml_RandomForestClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_Normalizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_Normalizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_LogisticRegression_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_LogisticRegression_OpenML_31_credit_opset7", disabledTestDefaultReason},
{"coreml_LogisticRegression_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"coreml_LogisticRegression_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_LinearSVC_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_LinearSVC_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"coreml_LinearSVC_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_Inceptionv3_ImageNet_opset7", disabledTestDefaultReason},
{"coreml_Imputer_LogisticRegression_OpenML_1464_blood_transfusion_missing_opset7", disabledTestDefaultReason},
{"coreml_Imputer_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_Imputer_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_GradientBoostingClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_GradientBoostingClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_GradientBoostingClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"coreml_GradientBoostingClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
{"coreml_GradientBoostingClassifier_Criteo_opset7", disabledTestDefaultReason},
{"coreml_GradientBoostingClassifier_BingClick_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_sklearn_load_Iris_missing_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_sklearn_load_digits_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_sklearn_load_diabetes_missing_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_OpenML_31_credit_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_RandomForestRegressor_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_RandomForestClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_LinearSVC_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_LinearRegression_sklearn_load_diabetes_opset7", disabledTestDefaultReason},
{"coreml_DictVectorizer_GradientBoostingRegressor_sklearn_load_boston_opset7", disabledTestDefaultReason},
{"coreml_DecisionTreeClassifier_sklearn_load_wine_opset7", disabledTestDefaultReason},
{"coreml_DecisionTreeClassifier_sklearn_load_breast_cancer_opset7", disabledTestDefaultReason},
{"coreml_DecisionTreeClassifier_OpenML_312_scene_opset7", disabledTestDefaultReason},
{"coreml_DecisionTreeClassifier_OpenML_1464_blood_transfusion_opset7", disabledTestDefaultReason},
Skip new model test additions (#5611)
2020-10-28 20:27:49 +00:00
{"coreml_AgeNet_ImageNet_opset7", disabledTestDefaultReason}
});
Add WinML Model testing (#5417) * Model test start with float * Clean up code and add environment variable detection * Move into namespace * PR comments * Fix linker errors in latest merge to master and also fix warning * add skipping model test mechanism * Return std::string instead of writing to buffer * Address case where env variable is larger than max_path * use const static string for test reason * Disable x86 tests and don't build if ort memory checker is enabled * Add comment * Add additional failing x86 tests and ifdef for checking fo rx86 build * PR comments
2020-10-16 02:04:12 +00:00
std::unordered_map<std::string, std::string> disabledGpuTests(
Skip new model test additions (#5611)
2020-10-28 20:27:49 +00:00
{
// Onnx zoo models
Add skip test reason for onnx model zoo models and tier 2 models (#6081)
2020-12-10 22:41:17 +00:00
{"mask_rcnn_opset10", "Bug 31005388: mask_rcnn opset 10 onnx zoo model fails to evaluate on DirectML https://microsoft.visualstudio.com/OS/_workitems/edit/31005388"},
{"faster_rcnn_opset10", "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"},
Skip new model test additions (#5611)
2020-10-28 20:27:49 +00:00
// Tier 2 models
Add skip test reason for onnx model zoo models and tier 2 models (#6081)
2020-12-10 22:41:17 +00:00
{"fp16_test_tiny_yolov2_opset7", "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"},
Minor WinML model test skip name change
2021-02-17 22:27:58 +00:00
{"fp16_tiny_yolov2_opset8", "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"},
Add skip test reason for onnx model zoo models and tier 2 models (#6081)
2020-12-10 22:41:17 +00:00
{"fp16_coreml_FNS_Candy_opset7", "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"},
{"mlperf_ssd_mobilenet_300_opset10", "Bug 31005624: mlperf_ssd_mobilenet_300 opset 10 model fails to evaluate in DirectML https://microsoft.visualstudio.com/OS/_workitems/edit/31005624"}
Add ability to skip GPU tests based on GPU adapter name (#6198) * Implement conversion from ortvalue to Itensor for string tensors and comparing sequence of maps of strings to floats * PR comments * Add ability to skip gpu tests according to adapter description * spacing * spacing * spacing
2020-12-22 23:20:23 +00:00
});
/*
model name -> (adapter name regex, skipped test reason)
*/
std::unordered_map<std::string, std::pair<std::string, std::string>> disabledGpuAdapterTests(
{
Update a few WinML model test filters for DML
2021-02-09 18:23:57 +00:00
{"fp16_inception_v1_opset7", std::make_pair("AMD Radeon VII|Intel\\(R\\) (UHD )?Graphics|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")},
{"fp16_inception_v1_opset8", std::make_pair("AMD Radeon VII|Intel\\(R\\) (UHD )?Graphics|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")},
{"candy_opset9", std::make_pair("Intel\\(R\\) (UHD )?Graphics", "Bug 31652854: Results of candy_opset9 aren't accurate enough on Intel Graphics https://microsoft.visualstudio.com/OS/_workitems/edit/31652854")},
});
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