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Diffstat (limited to 'delegate/src/test/ReduceTest.cpp')
| -rw-r--r-- | delegate/src/test/ReduceTest.cpp | 423 |
1 files changed, 0 insertions, 423 deletions
diff --git a/delegate/src/test/ReduceTest.cpp b/delegate/src/test/ReduceTest.cpp deleted file mode 100644 index 9c11c8736c..0000000000 --- a/delegate/src/test/ReduceTest.cpp +++ /dev/null @@ -1,423 +0,0 @@ -// -// Copyright © 2021 Arm Ltd and Contributors. All rights reserved. -// SPDX-License-Identifier: MIT -// - -#include "ReduceTestHelper.hpp" - -#include <armnn_delegate.hpp> - -#include <flatbuffers/flatbuffers.h> -#include <tensorflow/lite/schema/schema_generated.h> - -#include <doctest/doctest.h> - -namespace armnnDelegate -{ - -void ReduceUint8KeepDimsTest(tflite::BuiltinOperator reduceOperatorCode, - std::vector<armnn::BackendId>& backends, - std::vector<uint8_t>& expectedOutputValues) -{ - 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, - backends, - input0Shape, - input1Shape, - expectedOutputShape, - input0Values, - input1Values, - expectedOutputValues, - true); -} - -void ReduceUint8Test(tflite::BuiltinOperator reduceOperatorCode, - std::vector<armnn::BackendId>& backends, - std::vector<uint8_t>& expectedOutputValues) -{ - 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, - backends, - input0Shape, - input1Shape, - expectedOutputShape, - input0Values, - input1Values, - expectedOutputValues, - false); -} - -void ReduceFp32KeepDimsTest(tflite::BuiltinOperator reduceOperatorCode, - std::vector<armnn::BackendId>& backends, - std::vector<float>& expectedOutputValues) -{ - 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, - backends, - input0Shape, - input1Shape, - expectedOutputShape, - input0Values, - input1Values, - expectedOutputValues, - true); -} - -void ReduceFp32Test(tflite::BuiltinOperator reduceOperatorCode, - std::vector<armnn::BackendId>& backends, - std::vector<float>& expectedOutputValues) -{ - 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, - backends, - input0Shape, - input1Shape, - expectedOutputShape, - input0Values, - input1Values, - expectedOutputValues, - false); -} - -// REDUCE_MAX Tests -TEST_SUITE("ReduceMax_CpuRefTests") -{ - -TEST_CASE ("ReduceMax_Uint8_KeepDims_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Uint8_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; - ReduceUint8Test(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Fp32_KeepDims_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; - ReduceFp32KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Fp32_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -} // End of ReduceMax_CpuRefTests - -TEST_SUITE("ReduceMax_CpuAccTests") -{ - -TEST_CASE ("ReduceMax_Uint8_KeepDims_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Uint8_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; - ReduceUint8Test(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - - -TEST_CASE ("ReduceMax_Fp32_KeepDims_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; - ReduceFp32KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Fp32_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -} // End of ReduceMax_CpuAccTests - -TEST_SUITE("ReduceMax_GpuAccTests") -{ - -TEST_CASE ("ReduceMax_Uint8_KeepDims_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Uint8_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<uint8_t> expectedOutputValues { 4, 3, 3 }; - ReduceUint8Test(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - - -TEST_CASE ("ReduceMax_Fp32_KeepDims_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; - ReduceFp32KeepDimsTest(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -TEST_CASE ("ReduceMax_Fp32_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<float> expectedOutputValues { 1001.0f, 1002.0f, 1003.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MAX, - backends, - expectedOutputValues); -} - -} // End of ReduceMax_GpuAccTests - -// REDUCE_MIN Tests -TEST_SUITE("ReduceMin_CpuRefTests") -{ - -TEST_CASE ("ReduceMin_Fp32_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<float> expectedOutputValues { 10.0f, 11.0f, 12.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MIN, - backends, - expectedOutputValues); -} - -} // End of ReduceMin_CpuRefTests - -TEST_SUITE("ReduceMin_CpuAccTests") -{ - -TEST_CASE ("ReduceMin_Fp32_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<float> expectedOutputValues { 10.0f, 11.0f, 12.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MIN, - backends, - expectedOutputValues); -} - -} // End of ReduceMin_CpuAccTests - -TEST_SUITE("ReduceMin_GpuAccTests") -{ - -TEST_CASE ("ReduceMin_Fp32_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<float> expectedOutputValues { 10.0f, 11.0f, 12.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_MIN, - backends, - expectedOutputValues); -} - -} // End of ReduceMin_GpuAccTests - -// SUM Tests -TEST_SUITE("Sum_CpuRefTests") -{ - -TEST_CASE ("Sum_Uint8_KeepDims_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<uint8_t> expectedOutputValues { 5, 5, 4 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_SUM, - backends, - expectedOutputValues); -} - -TEST_CASE ("Sum_Fp32_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<float> expectedOutputValues { 1011.0f, 1013.0f, 1015.0f }; - ReduceFp32Test(tflite::BuiltinOperator_SUM, - backends, - expectedOutputValues); -} - -} // End of Sum_CpuRefTests - -TEST_SUITE("Sum_CpuAccTests") -{ - -TEST_CASE ("Sum_Uint8_KeepDims_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<uint8_t> expectedOutputValues { 5, 5, 4 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_SUM, - backends, - expectedOutputValues); -} - -TEST_CASE ("Sum_Fp32_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<float> expectedOutputValues { 1011.0f, 1013.0f, 1015.0f }; - ReduceFp32Test(tflite::BuiltinOperator_SUM, - backends, - expectedOutputValues); -} - -} // End of Sum_CpuAccTests - -TEST_SUITE("Sum_GpuAccTests") -{ - -TEST_CASE ("Sum_Uint8_KeepDims_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<uint8_t> expectedOutputValues { 5, 5, 4 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_SUM, - backends, - expectedOutputValues); -} - -TEST_CASE ("Sum_Fp32_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<float> expectedOutputValues { 1011.0f, 1013.0f, 1015.0f }; - ReduceFp32Test(tflite::BuiltinOperator_SUM, - backends, - expectedOutputValues); -} - -} // End of Sum_GpuAccTests - -// PROD Tests -TEST_SUITE("Prod_CpuRefTests") -{ - -TEST_CASE ("Prod_Uint8_KeepDims_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<uint8_t> expectedOutputValues { 4, 6, 3 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_PROD, - backends, - expectedOutputValues); -} - -TEST_CASE ("Prod_Fp32_CpuRef_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; - std::vector<float> expectedOutputValues { 10010.0f, 11022.0f, 12036.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_PROD, - backends, - expectedOutputValues); -} - -} // End of Prod_CpuRefTests - -TEST_SUITE("Prod_CpuAccTests") -{ - -TEST_CASE ("Prod_Uint8_KeepDims_CpuAcc_Test" ) -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<uint8_t> expectedOutputValues { 4, 6, 3 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_PROD, - backends, - expectedOutputValues); -} - -TEST_CASE ("Prod_Fp32_CpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; - std::vector<float> expectedOutputValues { 10010.0f, 11022.0f, 12036.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_PROD, - backends, - expectedOutputValues); -} - -} // End of Prod_CpuAccTests - -TEST_SUITE("Prod_GpuAccTests") -{ - -TEST_CASE ("Prod_Uint8_KeepDims_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<uint8_t> expectedOutputValues { 4, 6, 3 }; - ReduceUint8KeepDimsTest(tflite::BuiltinOperator_REDUCE_PROD, - backends, - expectedOutputValues); -} - -TEST_CASE ("Prod_Fp32_GpuAcc_Test") -{ - std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; - std::vector<float> expectedOutputValues { 10010.0f, 11022.0f, 12036.0f }; - ReduceFp32Test(tflite::BuiltinOperator_REDUCE_PROD, - backends, - expectedOutputValues); -} - -} // End of Prod_GpuAccTests - -} // namespace armnnDelegate
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