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authorTeresa Charlin <teresa.charlinreyes@arm.com>2023-03-14 12:10:28 +0000
committerTeresa Charlin <teresa.charlinreyes@arm.com>2023-03-28 11:41:55 +0100
commitad1b3d7518429e2d16a2695d9b0bbf81b6565ac9 (patch)
treea5b8e1ad68a2437f007338f0b6195ca5ed2bddc3 /delegate/test/PreluTest.cpp
parent9cb3466b677a1048b8abb24661e92c4c83fdda04 (diff)
downloadarmnn-ad1b3d7518429e2d16a2695d9b0bbf81b6565ac9.tar.gz
IVGCVSW-7555 Restructure Delegate
* New folders created: * common is for common code where TfLite API is not used * classic is for existing delegate implementations * opaque is for new opaque delegate implementation, * tests is for shared between existing Delegate and Opaque Delegate which have test utils to work which delegate to use. * Existing delegate is built to libarmnnDelegate.so and opaque delegate is built as libarmnnOpaqueDelegate.so * Opaque structure is introduced but no API is added yet. * CmakeList.txt and delegate/CMakeList.txt have been modified and 2 new CmakeList.txt added * Rename BUILD_ARMNN_TFLITE_DELEGATE as BUILD_CLASSIC_DELEGATE * Rename BUILD_ARMNN_TFLITE_OPAQUE_DELEGATE as BUILD_OPAQUE_DELEGATE Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib682b9ad0ac8d8acdc4ec6d9099bb0008a9fe8ed
Diffstat (limited to 'delegate/test/PreluTest.cpp')
-rw-r--r--delegate/test/PreluTest.cpp134
1 files changed, 134 insertions, 0 deletions
diff --git a/delegate/test/PreluTest.cpp b/delegate/test/PreluTest.cpp
new file mode 100644
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+++ b/delegate/test/PreluTest.cpp
@@ -0,0 +1,134 @@
+//
+// Copyright © 2021, 2023 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "PreluTestHelper.hpp"
+
+#include <armnn_delegate.hpp>
+
+#include <flatbuffers/flatbuffers.h>
+#include <tensorflow/lite/interpreter.h>
+#include <tensorflow/lite/kernels/register.h>
+#include <tensorflow/lite/model.h>
+#include <schema_generated.h>
+#include <tensorflow/lite/version.h>
+
+#include <doctest/doctest.h>
+
+namespace armnnDelegate {
+
+void PreluFloatSimpleTest(std::vector <armnn::BackendId>& backends, bool isAlphaConst, bool isDynamicOutput = false) {
+ std::vector<int32_t> inputShape { 1, 2, 3 };
+ std::vector<int32_t> alphaShape { 1 };
+ std::vector<int32_t> outputShape { 1, 2, 3 };
+
+ if (isDynamicOutput)
+ {
+ outputShape.clear();
+ }
+
+ std::vector<float> inputData = { -14.f, 2.f, 0.f, 1.f, -5.f, 14.f };
+ std::vector<float> alphaData = { 0.5f };
+ std::vector<float> expectedOutput = { -7.f, 2.f, 0.f, 1.f, -2.5f, 14.f };
+
+ PreluTest(tflite::BuiltinOperator_PRELU,
+ ::tflite::TensorType_FLOAT32,
+ backends,
+ inputShape,
+ alphaShape,
+ outputShape,
+ inputData,
+ alphaData,
+ expectedOutput,
+ isAlphaConst);
+}
+
+TEST_SUITE("Prelu_CpuRefTests")
+{
+
+TEST_CASE ("PreluFp32SimpleConstTest_CpuRef_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+ PreluFloatSimpleTest(backends, true);
+}
+
+TEST_CASE ("PreluFp32SimpleTest_CpuRef_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+ PreluFloatSimpleTest(backends, false);
+}
+
+TEST_CASE ("PreluFp32SimpleConstDynamicTest_CpuRef_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+ PreluFloatSimpleTest(backends, true, true);
+}
+
+TEST_CASE ("PreluFp32SimpleDynamicTest_CpuRef_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+ PreluFloatSimpleTest(backends, false, true);
+}
+
+} // TEST_SUITE("Prelu_CpuRefTests")
+
+TEST_SUITE("Prelu_CpuAccTests")
+{
+
+TEST_CASE ("PreluFp32SimpleConstTest_CpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
+ PreluFloatSimpleTest(backends, true);
+}
+
+TEST_CASE ("PreluFp32SimpleTest_CpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
+ PreluFloatSimpleTest(backends, false);
+}
+
+TEST_CASE ("PreluFp32SimpleConstDynamicTest_CpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
+ PreluFloatSimpleTest(backends, true, true);
+}
+
+TEST_CASE ("PreluFp32SimpleDynamicTest_CpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc };
+ PreluFloatSimpleTest(backends, false, true);
+}
+
+} // TEST_SUITE("Prelu_CpuAccTests")
+
+TEST_SUITE("Prelu_GpuAccTests")
+{
+
+TEST_CASE ("PreluFp32SimpleConstTest_GpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
+ PreluFloatSimpleTest(backends, true);
+}
+
+TEST_CASE ("PreluFp32SimpleTest_GpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
+ PreluFloatSimpleTest(backends, false);
+}
+
+TEST_CASE ("PreluFp32SimpleConstDynamicTest_GpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
+ PreluFloatSimpleTest(backends, true, true);
+}
+
+TEST_CASE ("PreluFp32SimpleDynamicTest_GpuAcc_Test")
+{
+ std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc };
+ PreluFloatSimpleTest(backends, false, true);
+}
+
+} // TEST_SUITE("Prelu_GpuAccTests")
+
+} \ No newline at end of file