| // |
| // Copyright © 2021, 2023-2024 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ReduceTestHelper.hpp" |
| |
| #include <doctest/doctest.h> |
| |
| namespace armnnDelegate |
| { |
| |
| void ReduceUint8KeepDimsTest(tflite::BuiltinOperator reduceOperatorCode, |
| std::vector<uint8_t>& expectedOutputValues, |
| const std::vector<armnn::BackendId>& backends = {}) |
| { |
| std::vector<int32_t> input0Shape { 1, 1, 2, 3 }; |
| std::vector<int32_t> input1Shape { 1 }; |
| std::vector<int32_t> expectedOutputShape { 1, 1, 1, 3 }; |
| |
| std::vector<uint8_t> input0Values { 1, 2, 3, |
| 4, 3, 1 }; // Inputs |
| std::vector<int32_t> input1Values { 2 }; // Axis |
| |
| ReduceTest<uint8_t>(reduceOperatorCode, |
| ::tflite::TensorType_UINT8, |
| input0Shape, |
| input1Shape, |
| expectedOutputShape, |
| input0Values, |
| input1Values, |
| expectedOutputValues, |
| true, |
| backends); |
| } |
| |
| void ReduceUint8Test(tflite::BuiltinOperator reduceOperatorCode, |
| std::vector<uint8_t>& expectedOutputValues, |
| const std::vector<armnn::BackendId>& backends = {}) |
| { |
| std::vector<int32_t> input0Shape { 1, 1, 2, 3 }; |
| std::vector<int32_t> input1Shape { 1 }; |
| std::vector<int32_t> expectedOutputShape { 1, 1, 3 }; |
| |
| std::vector<uint8_t> input0Values { 1, 2, 3, |
| 4, 3, 1 }; // Inputs |
| std::vector<int32_t> input1Values { 2 }; // Axis |
| |
| ReduceTest<uint8_t>(reduceOperatorCode, |
| ::tflite::TensorType_UINT8, |
| input0Shape, |
| input1Shape, |
| expectedOutputShape, |
| input0Values, |
| input1Values, |
| expectedOutputValues, |
| false, |
| backends); |
| } |
| |
| void ReduceFp32KeepDimsTest(tflite::BuiltinOperator reduceOperatorCode, |
| std::vector<float>& expectedOutputValues, |
| const std::vector<armnn::BackendId>& backends = {}) |
| { |
| std::vector<int32_t> input0Shape { 1, 1, 2, 3 }; |
| std::vector<int32_t> input1Shape { 1 }; |
| std::vector<int32_t> expectedOutputShape { 1, 1, 1, 3 }; |
| |
| std::vector<float> input0Values { 1001.0f, 11.0f, 1003.0f, |
| 10.0f, 1002.0f, 12.0f }; // Inputs |
| std::vector<int32_t> input1Values { 2 }; // Axis |
| |
| ReduceTest<float>(reduceOperatorCode, |
| ::tflite::TensorType_FLOAT32, |
| input0Shape, |
| input1Shape, |
| expectedOutputShape, |
| input0Values, |
| input1Values, |
| expectedOutputValues, |
| true, |
| backends); |
| } |
| |
| void ReduceFp32Test(tflite::BuiltinOperator reduceOperatorCode, |
| std::vector<float>& expectedOutputValues, |
| const std::vector<armnn::BackendId>& backends = {}) |
| { |
| std::vector<int32_t> input0Shape { 1, 1, 2, 3 }; |
| std::vector<int32_t> input1Shape { 1 }; |
| std::vector<int32_t> expectedOutputShape { 1, 1, 3 }; |
| |
| std::vector<float> input0Values { 1001.0f, 11.0f, 1003.0f, |
| 10.0f, 1002.0f, 12.0f }; // Inputs |
| std::vector<int32_t> input1Values { 2 }; // Axis |
| |
| ReduceTest<float>(reduceOperatorCode, |
| ::tflite::TensorType_FLOAT32, |
| input0Shape, |
| input1Shape, |
| expectedOutputShape, |
| input0Values, |
| input1Values, |
| expectedOutputValues, |
| false, |
| backends); |
| } |
| |
| // REDUCE_MAX Tests |
| TEST_SUITE("ReduceMaxTests") |
| { |
| |
| TEST_CASE ("ReduceMax_Uint8_KeepDims_Test") |
| { |
| std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; |
| ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, |
| expectedOutputValues); |
| } |
| |
| TEST_CASE ("ReduceMax_Uint8_Test") |
| { |
| std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; |
| ReduceUint8Test(tflite::BuiltinOperator_REDUCE_MAX, |
| expectedOutputValues); |
| } |
| |
| TEST_CASE ("ReduceMax_Fp32_KeepDims_Test") |
| { |
| std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; |
| ReduceFp32KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, |
| expectedOutputValues); |
| } |
| |
| TEST_CASE ("ReduceMax_Fp32_Test") |
| { |
| std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; |
| ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MAX, |
| expectedOutputValues); |
| } |
| |
| } // End of ReduceMaxTests |
| |
| // REDUCE_MIN Tests |
| TEST_SUITE("ReduceMinTests") |
| { |
| |
| TEST_CASE ("ReduceMin_Fp32_Test") |
| { |
| std::vector<float> expectedOutputValues { 10.0f, 11.0f, 12.0f }; |
| ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MIN, |
| expectedOutputValues); |
| } |
| |
| } // End of ReduceMinTests |
| |
| // SUM Tests |
| TEST_SUITE("SumTests") |
| { |
| |
| TEST_CASE ("Sum_Uint8_KeepDims_Test") |
| { |
| std::vector<uint8_t> expectedOutputValues { 5, 5, 4 }; |
| ReduceUint8KeepDimsTest(tflite::BuiltinOperator_SUM, |
| expectedOutputValues); |
| } |
| |
| TEST_CASE ("Sum_Fp32_Test") |
| { |
| std::vector<float> expectedOutputValues { 1011.0f, 1013.0f, 1015.0f }; |
| ReduceFp32Test(tflite::BuiltinOperator_SUM, |
| expectedOutputValues); |
| } |
| |
| } // End of SumTests |
| |
| // PROD Tests |
| TEST_SUITE("ProdTests") |
| { |
| |
| TEST_CASE ("Prod_Uint8_KeepDims_Test") |
| { |
| std::vector<uint8_t> expectedOutputValues { 4, 6, 3 }; |
| ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_PROD, |
| expectedOutputValues); |
| } |
| |
| TEST_CASE ("Prod_Fp32_Test") |
| { |
| std::vector<float> expectedOutputValues { 10010.0f, 11022.0f, 12036.0f }; |
| ReduceFp32Test(tflite::BuiltinOperator_REDUCE_PROD, |
| expectedOutputValues); |
| } |
| |
| } // End of ProdTests |
| |
| } // namespace armnnDelegate |