Deci-AI
/
super-gradients
connected to https://github.com/Deci-AI/super-gradients.git


  
1

	
2

	
3

	
4

	
5

	
6

	
7

	
8

	
9

	
10

	
11

	
12

	
13

	
14

	
15

	
16

	
17

	
18

	
19

	
20

	
21

	
22

	
23

	
24

	
25

	
26

	
27

	
28

	
29

	
30

	
31

	
32

	
33

	
34

	
35

	
36

	
37

	
38

	
39

	
40

	
41

	
42

	
43

	
44

	
45

	
46

	
47

	
48

	
49

	
50

	
51

	
52

	
53

	
54

	
55

	
56

	
57

	
58

	
59

	
60

	
61

	
62

	
63

	
64

	
65

	
66

	
67

	
68

	
69

	
70

	
71

	
72

	
73

	
74

	
75

	
76

	
77

	
78

	
79

	
80

	
81

	
82

	
83

	
84

	
85

	
86

	
87

	
88

	
89

	
90

	
91

	
92

	
93

	
94

	
95

	
96

	
97

	
98

	
99

	
100

	
101

	
102

	
103

	
104

	
105

	
106

	
107

	
108

	
109

	
110

	
111

	
112

	
113

	
114

	
115

	
116

	
117

	
118

	
119

	
120

	
121

	
122

	
123

	
124

	
125

	
126

	
127

	
128

	
129

	
130

	
131

	
132

	
133

	
134

	
135

	
136

	
137

	
138

	
139

	
140

	
141

	
142

	
143

	
144

	
145

	
146

	
147

	
148

	
149

	
150

	
151

	
152

	
153

	
154

	
155

	
156

	
157

	
158

	
159

	
160

	
161

	
162

	
163

	
164

	
165

	
166

	
167

	
168

	
169

	
170

	
171

	
172

	
173

	
174

	
175

	
176

	
177

	
178

	
            import sys
import unittest

from tests.integration_tests.ema_train_integration_test import EMAIntegrationTest
from tests.unit_tests import (
    ZeroWdForBnBiasTest,
    SaveCkptListUnitTest,
    TestAverageMeter,
    TestRepVgg,
    TestWithoutTrainTest,
    OhemLossTest,
    EarlyStopTest,
    SegmentationTransformsTest,
    TestConvBnRelu,
    FactoriesTest,
    InitializeWithDataloadersTest,
    TrainingParamsTest,
    TrainOptimizerParamsOverride,
    CallTrainTwiceTest,
    ResumeTrainingTest,
    CallTrainAfterTestTest,
    CrashTipTest,
    TestTransforms,
    TestPostPredictionCallback,
    TestModelPredict,
    TestDeprecationDecorator,
    TestMixedPrecisionDisabled,
)
from tests.end_to_end_tests import TestTrainer
from tests.unit_tests.detection_utils_test import TestDetectionUtils
from tests.unit_tests.detection_dataset_test import DetectionDatasetTest, TestParseYoloLabelFile
from tests.unit_tests.export_detection_model_test import TestDetectionModelExport
from tests.unit_tests.export_onnx_test import TestModelsONNXExport
from tests.unit_tests.export_pose_estimation_model_test import TestPoseEstimationModelExport
from tests.unit_tests.extreme_batch_cb_test import ExtremeBatchSanityTest
from tests.unit_tests.load_checkpoint_test import LoadCheckpointTest
from tests.unit_tests.local_ckpt_head_replacement_test import LocalCkptHeadReplacementTest
from tests.unit_tests.max_batches_loop_break_test import MaxBatchesLoopBreakTest
from tests.unit_tests.multiple_ignore_indices_segmentation_metrics_test import TestSegmentationMetricsMultipleIgnored
from tests.unit_tests.pose_estimation_dataset_test import TestPoseEstimationDataset
from tests.unit_tests.pose_estimation_sample_test import PoseEstimationSampleTest
from tests.unit_tests.preprocessing_unit_test import PreprocessingUnitTest
from tests.unit_tests.quantization_utility_tests import QuantizationUtilityTest
from tests.unit_tests.random_erase_test import RandomEraseTest
from tests.unit_tests.replace_head_test import ReplaceHeadUnitTest
from tests.unit_tests.strictload_enum_test import StrictLoadEnumTest
from tests.unit_tests.test_deprecations import DeprecationsUnitTest
from tests.unit_tests.test_min_samples_single_node import TestMinSamplesSingleNode
from tests.unit_tests.test_train_with_torch_scheduler import TrainWithTorchSchedulerTest
from tests.unit_tests.test_yolo_nas_pose import YoloNASPoseTests
from tests.unit_tests.train_with_intialized_param_args_test import TrainWithInitializedObjectsTest
from tests.unit_tests.pretrained_models_unit_test import PretrainedModelsUnitTest
from tests.unit_tests.lr_warmup_test import LRWarmupTest
from tests.unit_tests.kd_ema_test import KDEMATest
from tests.unit_tests.kd_trainer_test import KDTrainerTest
from tests.unit_tests.dice_loss_test import DiceLossTest
from tests.unit_tests.iou_loss_test import IoULossTest
from tests.unit_tests.update_param_groups_unit_test import UpdateParamGroupsTest
from tests.unit_tests.vit_unit_test import TestViT
from tests.unit_tests.yolo_nas_tests import TestYOLONAS
from tests.unit_tests.yolox_unit_test import TestYOLOX
from tests.unit_tests.lr_cooldown_test import LRCooldownTest
from tests.unit_tests.detection_targets_format_transform_test import DetectionTargetsTransformTest
from tests.unit_tests.forward_pass_prep_fn_test import ForwardpassPrepFNTest
from tests.unit_tests.mask_loss_test import MaskAttentionLossTest
from tests.unit_tests.detection_sub_sampling_test import TestDetectionDatasetSubsampling
from tests.unit_tests.detection_sub_classing_test import TestDetectionDatasetSubclassing
from tests.unit_tests.detection_output_adapter_test import TestDetectionOutputAdapter
from tests.unit_tests.detection_caching import TestDetectionDatasetCaching
from tests.unit_tests.multi_scaling_test import MultiScaleTest
from tests.unit_tests.ppyoloe_unit_test import TestPPYOLOE
from tests.unit_tests.bbox_formats_test import BBoxFormatsTest
from tests.unit_tests.config_inspector_test import ConfigInspectTest
from tests.unit_tests.repvgg_block_tests import TestRepVGGBlock
from tests.unit_tests.training_utils_test import TestTrainingUtils
from tests.unit_tests.dekr_loss_test import DEKRLossTest
from tests.unit_tests.pose_estimation_metrics_test import TestPoseEstimationMetrics
from tests.unit_tests.forward_with_sliding_window_test import SlidingWindowTest


class CoreUnitTestSuiteRunner:
    def __init__(self):
        self.test_loader = unittest.TestLoader()
        self.unit_tests_suite = unittest.TestSuite()
        self._add_modules_to_unit_tests_suite()
        self.end_to_end_tests_suite = unittest.TestSuite()
        self._add_modules_to_end_to_end_tests_suite()
        self.test_runner = unittest.TextTestRunner(verbosity=3, stream=sys.stdout)

    def _add_modules_to_unit_tests_suite(self):
        """
        _add_modules_to_unit_tests_suite - Adds unit tests to the Unit Tests Test Suite
            :return:
        """
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(CrashTipTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(SaveCkptListUnitTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(ZeroWdForBnBiasTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestAverageMeter))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestRepVgg))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestWithoutTrainTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(StrictLoadEnumTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TrainWithInitializedObjectsTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(RandomEraseTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(OhemLossTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(EarlyStopTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(SegmentationTransformsTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(PretrainedModelsUnitTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(LRWarmupTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestConvBnRelu))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(FactoriesTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDetectionUtils))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(DiceLossTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestViT))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(KDEMATest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(KDTrainerTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestYOLOX))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(InitializeWithDataloadersTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(LRCooldownTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(DetectionTargetsTransformTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(ForwardpassPrepFNTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(UpdateParamGroupsTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(MaskAttentionLossTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(IoULossTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDetectionDatasetSubsampling))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDetectionDatasetSubclassing))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(QuantizationUtilityTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDetectionDatasetCaching))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(MultiScaleTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TrainingParamsTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(CallTrainTwiceTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TrainOptimizerParamsOverride))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(BBoxFormatsTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(ResumeTrainingTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(CallTrainAfterTestTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(ConfigInspectTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDetectionOutputAdapter))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestRepVGGBlock))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(LocalCkptHeadReplacementTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(DetectionDatasetTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestParseYoloLabelFile))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestModelsONNXExport))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(MaxBatchesLoopBreakTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestTrainingUtils))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestTransforms))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestPPYOLOE))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(DEKRLossTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestPoseEstimationMetrics))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestPoseEstimationDataset))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(LoadCheckpointTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(ReplaceHeadUnitTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(PreprocessingUnitTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestYOLONAS))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(DeprecationsUnitTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestMinSamplesSingleNode))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestPostPredictionCallback))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestSegmentationMetricsMultipleIgnored))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TrainWithTorchSchedulerTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(ExtremeBatchSanityTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestModelPredict))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDetectionModelExport))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(SlidingWindowTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestDeprecationDecorator))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestPoseEstimationModelExport))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(YoloNASPoseTests))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(PoseEstimationSampleTest))
        self.unit_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestMixedPrecisionDisabled))

    def _add_modules_to_end_to_end_tests_suite(self):
        """
        _add_modules_to_end_to_end_tests_suite - Adds end to end tests to the Unit Tests Test Suite
            :return:
        """
        self.end_to_end_tests_suite.addTest(self.test_loader.loadTestsFromModule(TestTrainer))
        self.end_to_end_tests_suite.addTest(self.test_loader.loadTestsFromModule(EMAIntegrationTest))


if __name__ == "__main__":
    unittest.main()