aboutsummaryrefslogtreecommitdiff
path: root/delegate/src/test/NormalizationTestHelper.hpp
diff options
context:
space:
mode:
authorKeith Davis <keith.davis@arm.com>2021-04-08 11:47:23 +0100
committerKeithARM <keith.davis@arm.com>2021-04-09 10:41:09 +0000
commit7c67fabc86b6647855beebac9f6cfe92341357cb (patch)
treef7001e3422918898cc0c181beeee3917088cfa12 /delegate/src/test/NormalizationTestHelper.hpp
parent015b3f025d1f1ccb75d3f437bee8ed8dcfee302b (diff)
downloadarmnn-7c67fabc86b6647855beebac9f6cfe92341357cb.tar.gz
IVGCVSW-5803 Delegate Unit Tests Failure on Android: Normalization & Softmax
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I2873f8563cc11da550d460b04e5175372489a564
Diffstat (limited to 'delegate/src/test/NormalizationTestHelper.hpp')
-rw-r--r--delegate/src/test/NormalizationTestHelper.hpp81
1 files changed, 81 insertions, 0 deletions
diff --git a/delegate/src/test/NormalizationTestHelper.hpp b/delegate/src/test/NormalizationTestHelper.hpp
index bc969c248d..ebdfdc1a25 100644
--- a/delegate/src/test/NormalizationTestHelper.hpp
+++ b/delegate/src/test/NormalizationTestHelper.hpp
@@ -178,4 +178,85 @@ void NormalizationTest(tflite::BuiltinOperator normalizationOperatorCode,
armnnDelegate::CompareOutputData(tfLiteInterpreter, armnnDelegateInterpreter, outputShape, expectedOutputValues);
}
+void L2NormalizationTest(std::vector<armnn::BackendId>& backends)
+{
+ // Set input data
+ std::vector<int32_t> inputShape { 1, 1, 1, 10 };
+ std::vector<int32_t> outputShape { 1, 1, 1, 10 };
+
+ std::vector<float> inputValues
+ {
+ 1.0f,
+ 2.0f,
+ 3.0f,
+ 4.0f,
+ 5.0f,
+ 6.0f,
+ 7.0f,
+ 8.0f,
+ 9.0f,
+ 10.0f
+ };
+
+ const float approxInvL2Norm = 0.050964719f;
+ std::vector<float> expectedOutputValues
+ {
+ 1.0f * approxInvL2Norm,
+ 2.0f * approxInvL2Norm,
+ 3.0f * approxInvL2Norm,
+ 4.0f * approxInvL2Norm,
+ 5.0f * approxInvL2Norm,
+ 6.0f * approxInvL2Norm,
+ 7.0f * approxInvL2Norm,
+ 8.0f * approxInvL2Norm,
+ 9.0f * approxInvL2Norm,
+ 10.0f * approxInvL2Norm
+ };
+
+ NormalizationTest<float>(tflite::BuiltinOperator_L2_NORMALIZATION,
+ ::tflite::TensorType_FLOAT32,
+ backends,
+ inputShape,
+ outputShape,
+ inputValues,
+ expectedOutputValues);
+}
+
+void LocalResponseNormalizationTest(std::vector<armnn::BackendId>& backends,
+ int32_t radius,
+ float bias,
+ float alpha,
+ float beta)
+{
+ // Set input data
+ std::vector<int32_t> inputShape { 2, 2, 2, 1 };
+ std::vector<int32_t> outputShape { 2, 2, 2, 1 };
+
+ std::vector<float> inputValues
+ {
+ 1.0f, 2.0f,
+ 3.0f, 4.0f,
+ 5.0f, 6.0f,
+ 7.0f, 8.0f
+ };
+
+ std::vector<float> expectedOutputValues
+ {
+ 0.5f, 0.400000006f, 0.300000012f, 0.235294119f,
+ 0.192307696f, 0.16216217f, 0.140000001f, 0.123076923f
+ };
+
+ NormalizationTest<float>(tflite::BuiltinOperator_LOCAL_RESPONSE_NORMALIZATION,
+ ::tflite::TensorType_FLOAT32,
+ backends,
+ inputShape,
+ outputShape,
+ inputValues,
+ expectedOutputValues,
+ radius,
+ bias,
+ alpha,
+ beta);
+}
+
} // anonymous namespace \ No newline at end of file