IVGCVSW-8232 ScatterNd added to delegate and opaque delegate

Signed-off-by: Kevin May <kevin.may@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>

Change-Id: I5839f54c71f74eaa6819333393bb3054db9db5be

1 files changed, 446 insertions, 0 deletions

diff --git a/delegate/test/ScatterNdTest.cpp b/delegate/test/ScatterNdTest.cpp
new file mode 100644
index 0000000000..2b2a67c4eb
--- /dev/null
+++ b/delegate/test/ScatterNdTest.cpp
@@ -0,0 +1,446 @@
+//
+// Copyright © 2024 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ScatterNdTestHelper.hpp"
+
+#include <doctest/doctest.h>
+
+namespace armnnDelegate
+{
+
+template <typename T>
+void ScatterNd1DimTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 3, 1 };
+    std::vector<int32_t> updatesShape = { 3 };
+    std::vector<int32_t> shapeShape = { 1 };
+    std::vector<int32_t> expectedOutputShape = { 5 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 1, 2 };
+    std::vector<T> updatesValues = { 1, 2, 3 };
+    std::vector<int32_t> shapeValue = { 5 };
+    std::vector<T> expectedOutputValues =  { 1, 2, 3, 0, 0 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+template <typename T>
+void ScatterNd2DimTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 3, 2 };
+    std::vector<int32_t> updatesShape = { 3 };
+    std::vector<int32_t> shapeShape = { 2 };
+    std::vector<int32_t> expectedOutputShape = { 3, 3 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 0,
+                                           1, 1,
+                                           2, 2 };
+    std::vector<T> updatesValues = { 1, 2, 3 };
+    std::vector<int32_t> shapeValue = { 3, 3 };
+    std::vector<T> expectedOutputValues =  { 1, 0, 0,
+                                             0, 2, 0,
+                                             0, 0, 3 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+template <typename T>
+void ScatterNd2Dim1Outter1InnerTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 2, 1 };
+    std::vector<int32_t> updatesShape = { 2, 3 };
+    std::vector<int32_t> shapeShape = { 2 };
+    std::vector<int32_t> expectedOutputShape = { 3, 3 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 1 };
+    std::vector<T> updatesValues = { 1, 1, 1,
+                                           1, 1, 1 };
+    std::vector<int32_t> shapeValue = { 3, 3 };
+    std::vector<T> expectedOutputValues =  { 1, 1, 1,
+                                            1, 1, 1,
+                                            0, 0, 0 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+template <typename T>
+void ScatterNd3DimTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 3, 3 };
+    std::vector<int32_t> updatesShape = { 3 };
+    std::vector<int32_t> shapeShape = { 3 };
+    std::vector<int32_t> expectedOutputShape = { 3, 3, 3 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 0, 0,
+                                           1, 1, 1,
+                                           2, 2, 2 };
+    std::vector<T> updatesValues = { 1, 2, 3 };
+    std::vector<int32_t> shapeValue = { 3, 3, 3 };
+    std::vector<T> expectedOutputValues =  { 1, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 2, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 3 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+template <typename T>
+void ScatterNd3Dim1Outter2InnerTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 2, 1 };
+    std::vector<int32_t> updatesShape = { 2, 3, 3 };
+    std::vector<int32_t> shapeShape = { 3 };
+    std::vector<int32_t> expectedOutputShape = { 3, 3, 3 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 1 };
+    std::vector<T> updatesValues = { 1, 1, 1,
+                                    1, 1, 1,
+                                    1, 1, 1,
+
+                                    2, 2, 2,
+                                    2, 2, 2,
+                                    2, 2, 2 };
+    std::vector<int32_t> shapeValue = { 3, 3, 3 };
+    std::vector<T> expectedOutputValues =  { 1, 1, 1,
+                                             1, 1, 1,
+                                             1, 1, 1,
+
+                                             2, 2, 2,
+                                             2, 2, 2,
+                                             2, 2, 2,
+
+                                             0, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+template <typename T>
+void ScatterNd3Dim2Outter1InnerTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 2, 2 };
+    std::vector<int32_t> updatesShape = { 2, 3 };
+    std::vector<int32_t> shapeShape = { 3 };
+    std::vector<int32_t> expectedOutputShape = { 3, 3, 3 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 0,
+                                           1, 1 };
+    std::vector<T> updatesValues = { 1, 1, 1,
+                                     2, 2, 2 };
+    std::vector<int32_t> shapeValue = { 3, 3, 3 };
+    std::vector<T> expectedOutputValues =  { 1, 1, 1,
+                                             0, 0, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             2, 2, 2,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+template <typename T>
+void ScatterNdDim4(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {})
+{
+    // Set shapes
+    std::vector<int32_t> indicesShape = { 3, 4 };
+    std::vector<int32_t> updatesShape = { 3 };
+    std::vector<int32_t> shapeShape = { 4 };
+    std::vector<int32_t> expectedOutputShape = { 2, 3, 3, 3 };
+
+    // Set Values
+    std::vector<int32_t> indicesValues = { 0, 0, 0, 0,
+                                           0, 1, 1, 1,
+                                           1, 1, 1, 1 };
+    std::vector<T> updatesValues = { 1, 2, 3 };
+    std::vector<int32_t> shapeValue = { 2, 3, 3, 3 };
+    std::vector<T> expectedOutputValues =  { 1, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 2, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 3, 0,
+                                             0, 0, 0,
+
+                                             0, 0, 0,
+                                             0, 0, 0,
+                                             0, 0, 0 };
+
+    ScatterNdTestImpl<T>(tensorType,
+                         indicesShape,
+                         indicesValues,
+                         updatesShape,
+                         updatesValues,
+                         shapeShape,
+                         shapeValue,
+                         expectedOutputShape,
+                         expectedOutputValues,
+                         backends);
+}
+
+TEST_SUITE("ScatterNdDelegateTests")
+{
+
+TEST_CASE ("ScatterNd_1Dim_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd1DimTest<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_1Dim_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd1DimTest<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_1Dim_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd1DimTest<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_1Dim_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd1DimTest<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2DimTest<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2DimTest<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2DimTest<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2DimTest<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2Dim1Outter1InnerTest<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2Dim1Outter1InnerTest<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2Dim1Outter1InnerTest<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd2Dim1Outter1InnerTest<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3DimTest<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3DimTest<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3DimTest<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3DimTest<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim1Outter2InnerTest<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim1Outter2InnerTest<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim1Outter2InnerTest<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim1Outter2InnerTest<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim2Outter1InnerTest<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim2Outter1InnerTest<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim2Outter1InnerTest<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNd3Dim2Outter1InnerTest<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+TEST_CASE ("ScatterNd_4Dim_FP32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNdDim4<float>(tflite::TensorType_FLOAT32, backends);
+}
+
+TEST_CASE ("ScatterNd_4Dim_INT32_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNdDim4<int32_t>(tflite::TensorType_INT32, backends);
+}
+
+TEST_CASE ("ScatterNd_4Dim_INT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNdDim4<int8_t>(tflite::TensorType_INT8, backends);
+}
+
+TEST_CASE ("ScatterNd_4Dim_UINT8_Test")
+{
+    std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef };
+    ScatterNdDim4<uint8_t>(tflite::TensorType_UINT8, backends);
+}
+
+} // TEST_SUITE("ScatterNdDelegateTests")
+
+} // namespace armnnDelegate
\ No newline at end of file