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sort output to pass NMS unit test

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This commit is contained in:
Chi Lo 2025-01-30 00:58:51 +00:00
parent 08e22bf099
commit 16f0e087a3
1 changed files with 22 additions and 2 deletions
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24
onnxruntime/test/providers/cpu/object_detection/non_max_suppression_test.cc
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@ -63,13 +63,23 @@ TEST(NonMaxSuppressionOpTest, TwoClasses) {
test.AddInput<int64_t>("max_output_boxes_per_class", {}, {6L});
test.AddInput<float>("iou_threshold", {}, {0.5f});
test.AddInput<float>("score_threshold", {}, {0.0f});
// The selected_indices in ORT is sorted by class, whereas in TRT the selected_indices is sorted by score,
// So it needs to sort the output to pass the output check when there is more than one class using TRT EP.
#ifdef USE_TENSORRT
bool sort_output = true;
#else
bool sort_output = false; // default
#endif
test.AddOutput<int64_t>("selected_indices", {6, 3},
{0L, 0L, 3L,
0L, 0L, 0L,
0L, 0L, 5L,
0L, 1L, 3L,
0L, 1L, 0L,
0L, 1L, 5L});
0L, 1L, 5L},
sort_output);
test.Run();
}
@ -125,6 +135,15 @@ TEST(NonMaxSuppressionOpTest, TwoBatches_TwoClasses) {
0.1f, 0.2f, 0.6f, 0.3f, 0.9f});
test.AddInput<int64_t>("max_output_boxes_per_class", {}, {2L});
test.AddInput<float>("iou_threshold", {}, {0.8f});
// The selected_indices in ORT is sorted by class, whereas in TRT the selected_indices is sorted by score,
// So it needs to sort the output to pass the output check when there is more than one class using TRT EP.
#ifdef USE_TENSORRT
bool sort_output = true;
#else
bool sort_output = false; // default
#endif
test.AddOutput<int64_t>("selected_indices", {8, 3},
{0L, 0L, 4L,
0L, 0L, 2L,
@ -134,7 +153,8 @@ TEST(NonMaxSuppressionOpTest, TwoBatches_TwoClasses) {
1L, 0L, 4L,
1L, 0L, 1L,
1L, 1L, 4L,
1L, 1L, 1L});
1L, 1L, 1L},
sort_output);
test.Run();
}