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13 changes: 13 additions & 0 deletions onnxruntime/core/providers/cpu/object_detection/roialign.cc
Original file line number Diff line number Diff line change
Expand Up @@ -294,6 +294,19 @@ Status CheckROIAlignValidInput(const Tensor* X_ptr, const Tensor* rois_ptr, cons
return Status(common::ONNXRUNTIME, common::INVALID_ARGUMENT,
"First dimension (num_rois) of batch_indices and rois don't match");
}

const int64_t batch_size = X_ptr->Shape()[0];
const int64_t* batch_indices_data = batch_indices_ptr->Data<int64_t>();
const int64_t num_rois = batch_indices_dims[0];
for (int64_t i = 0; i < num_rois; ++i) {
if (batch_indices_data[i] < 0 || batch_indices_data[i] >= batch_size) {
return Status(common::ONNXRUNTIME, common::INVALID_ARGUMENT,
"batch_indices value " + std::to_string(batch_indices_data[i]) +
" at index " + std::to_string(i) +
" is out of range [0, " + std::to_string(batch_size) + ")");
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}
}

return Status::OK();
}

Expand Down
38 changes: 38 additions & 0 deletions onnxruntime/test/providers/cpu/object_detection/roialign_test.cc
Original file line number Diff line number Diff line change
Expand Up @@ -812,5 +812,43 @@ TEST(RoiAlignTest, MismatchNumRois) {

test.Run(OpTester::ExpectResult::kExpectFailure, "[ShapeInferenceError] Dimension mismatch in unification between 4 and 5");
}

TEST(RoiAlignTest, BatchIndicesOutOfRange) {
OpTester test("RoiAlign", 16);
test.AddAttribute<int64_t>("output_height", 2);
test.AddAttribute<int64_t>("output_width", 2);
test.AddAttribute<int64_t>("sampling_ratio", 2);
test.AddAttribute<float>("spatial_scale", 1.0f);

test.AddInput<float>("X", {1, 1, 4, 4},
{0.f, 1.f, 2.f, 3.f,
4.f, 5.f, 6.f, 7.f,
8.f, 9.f, 10.f, 11.f,
12.f, 13.f, 14.f, 15.f});
test.AddInput<float>("rois", {1, 4}, {0.f, 0.f, 3.f, 3.f});
test.AddInput<int64_t>("batch_indices", {1}, {1}); // <-- failure condition
test.AddOutput<float>("Y", {1, 1, 2, 2}, {0.f, 0.f, 0.f, 0.f});

test.Run(OpTester::ExpectResult::kExpectFailure, "batch_indices value 1 at index 0 is out of range [0, 1)");
}

TEST(RoiAlignTest, BatchIndicesNegative) {
OpTester test("RoiAlign", 16);
test.AddAttribute<int64_t>("output_height", 2);
test.AddAttribute<int64_t>("output_width", 2);
test.AddAttribute<int64_t>("sampling_ratio", 2);
test.AddAttribute<float>("spatial_scale", 1.0f);

test.AddInput<float>("X", {1, 1, 4, 4},
{0.f, 1.f, 2.f, 3.f,
4.f, 5.f, 6.f, 7.f,
8.f, 9.f, 10.f, 11.f,
12.f, 13.f, 14.f, 15.f});
test.AddInput<float>("rois", {1, 4}, {0.f, 0.f, 3.f, 3.f});
test.AddInput<int64_t>("batch_indices", {1}, {-1}); // <-- failure condition
test.AddOutput<float>("Y", {1, 1, 2, 2}, {0.f, 0.f, 0.f, 0.f});

test.Run(OpTester::ExpectResult::kExpectFailure, "batch_indices value -1 at index 0 is out of range [0, 1)");
}
} // namespace test
} // namespace onnxruntime
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