COMPMID-617: Add validation functions.
Added validation routines to the following kernels.
-CLActivationLayer
-CLBatchNormalizationLayer
-CLArithmeticAddition
-CLArithmeticSubtraction
-CLPixelwiseMultiplication
Change-Id: I0f3a03154f9e392279f715af656683cd0ad4cef5
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94595
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
diff --git a/tests/validation/CL/BatchNormalizationLayer.cpp b/tests/validation/CL/BatchNormalizationLayer.cpp
index 69f8d7b..c29a400 100644
--- a/tests/validation/CL/BatchNormalizationLayer.cpp
+++ b/tests/validation/CL/BatchNormalizationLayer.cpp
@@ -78,6 +78,43 @@
validate(dst.info()->valid_region(), valid_region);
}
+// *INDENT-OFF*
+// clang-format off
+DATA_TEST_CASE(Validate, framework::DatasetMode::ALL, zip(zip(zip(
+ framework::dataset::make("InputInfo", { TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching data types
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Mismatching data types
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32), // Invalid mean/var/beta/gamma shape
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS8, 2), // Mismatching fixed point position
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS8, 2),
+ }),
+ framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F16),
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32),
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS8, 3),
+ TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS8, 2),
+ })),
+ framework::dataset::make("MVBGInfo",{ TensorInfo(TensorShape(2U), 1, DataType::F32),
+ TensorInfo(TensorShape(2U), 1, DataType::F16),
+ TensorInfo(TensorShape(2U), 1, DataType::F32),
+ TensorInfo(TensorShape(5U), 1, DataType::F32),
+ TensorInfo(TensorShape(2U), 1, DataType::QS8, 2),
+ TensorInfo(TensorShape(2U), 1, DataType::QS8, 2),
+ })),
+ framework::dataset::make("Expected", { false, true, true, true, true, false})),
+ input_info, output_info, mvbg_info, expected)
+{
+ auto mean_info = mvbg_info;
+ auto var_info = mvbg_info;
+ auto beta_info = mvbg_info;
+ auto gamma_info = mvbg_info;
+ bool has_error = bool(CLBatchNormalizationLayer::validate(&input_info, &output_info, &mean_info, &var_info, &beta_info, &gamma_info, 1.f));
+ ARM_COMPUTE_EXPECT(has_error == expected, framework::LogLevel::ERRORS);
+}
+// clang-format on
+// *INDENT-ON*
+
TEST_SUITE(Float)
TEST_SUITE(FP32)
FIXTURE_DATA_TEST_CASE(Random, CLBatchNormalizationLayerFixture<float>, framework::DatasetMode::PRECOMMIT, combine(datasets::RandomBatchNormalizationLayerDataset(),