| // |
| // Copyright © 2021, 2023 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "SpaceDepthTestHelper.hpp" |
| |
| #include <armnn_delegate.hpp> |
| |
| #include <flatbuffers/flatbuffers.h> |
| #include <schema_generated.h> |
| |
| #include <doctest/doctest.h> |
| |
| namespace armnnDelegate |
| { |
| |
| void DepthToSpaceFp32Test(std::vector<armnn::BackendId>& backends, int blockSize) |
| { |
| // Set input data |
| std::vector<int32_t> inputShape { 1, 2, 2, 4 }; |
| std::vector<int32_t> outputShape { 1, 4, 4, 1 }; |
| |
| std::vector<float> inputValues = { 1.f, 2.f, 3.f, 4.f, |
| 5.f, 6.f, 7.f, 8.f, |
| 9.f, 10.f, 11.f, 12.f, |
| 13.f, 14.f, 15.f, 16.f }; |
| |
| std::vector<float> expectedOutputValues = { 1.f, 2.f, 5.f, 6.f, |
| 3.f, 4.f, 7.f, 8.f, |
| 9.f, 10.f, 13.f, 14.f, |
| 11.f, 12.f, 15.f, 16.f }; |
| |
| SpaceDepthTest<float>(tflite::BuiltinOperator_DEPTH_TO_SPACE, |
| ::tflite::TensorType_FLOAT32, |
| backends, |
| inputShape, |
| outputShape, |
| inputValues, |
| expectedOutputValues, |
| blockSize); |
| } |
| |
| void DepthToSpaceUint8Test(std::vector<armnn::BackendId>& backends, int blockSize) |
| { |
| // Set input data |
| std::vector<int32_t> inputShape { 2, 1, 1, 4 }; |
| std::vector<int32_t> outputShape { 2, 2, 2, 1 }; |
| |
| std::vector<uint8_t> inputValues = { 1, 2, 3, 4, |
| 5, 6, 7, 8 }; |
| |
| std::vector<uint8_t> expectedOutputValues = { 1, 2, 3, 4, |
| 5, 6, 7, 8 }; |
| |
| SpaceDepthTest<uint8_t>(tflite::BuiltinOperator_DEPTH_TO_SPACE, |
| ::tflite::TensorType_UINT8, |
| backends, |
| inputShape, |
| outputShape, |
| inputValues, |
| expectedOutputValues, |
| blockSize); |
| } |
| |
| void SpaceToDepthFp32Test(std::vector<armnn::BackendId>& backends, int blockSize) |
| { |
| // Set input data |
| std::vector<int32_t> inputShape { 1, 2, 2, 2 }; |
| std::vector<int32_t> outputShape { 1, 1, 1, 8 }; |
| |
| std::vector<float> inputValues = { 1.4f, 2.3f, 3.2f, 4.1f, 5.4f, 6.3f, 7.2f, 8.1f }; |
| std::vector<float> expectedOutputValues = { 1.4f, 2.3f, 3.2f, 4.1f, 5.4f, 6.3f, 7.2f, 8.1f }; |
| |
| SpaceDepthTest<float>(tflite::BuiltinOperator_SPACE_TO_DEPTH, |
| ::tflite::TensorType_FLOAT32, |
| backends, |
| inputShape, |
| outputShape, |
| inputValues, |
| expectedOutputValues, |
| blockSize); |
| } |
| |
| void SpaceToDepthUint8Test(std::vector<armnn::BackendId>& backends, int blockSize) |
| { |
| // Set input data |
| std::vector<int32_t> inputShape { 1, 2, 2, 1 }; |
| std::vector<int32_t> outputShape { 1, 1, 1, 4 }; |
| |
| std::vector<uint8_t> inputValues = { 1, 2, 3, 2 }; |
| std::vector<uint8_t> expectedOutputValues = { 1, 2, 3, 2 }; |
| |
| SpaceDepthTest<uint8_t>(tflite::BuiltinOperator_SPACE_TO_DEPTH, |
| ::tflite::TensorType_UINT8, |
| backends, |
| inputShape, |
| outputShape, |
| inputValues, |
| expectedOutputValues, |
| blockSize); |
| } |
| |
| TEST_SUITE("DepthToSpace_CpuRefTests") |
| { |
| |
| TEST_CASE ("DepthToSpaceFp32Test_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| DepthToSpaceFp32Test(backends, 2); |
| } |
| |
| TEST_CASE ("DepthToSpaceUint8Test_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| DepthToSpaceUint8Test(backends, 2); |
| } |
| |
| } // TEST_SUITE("DepthToSpace_CpuRefTests") |
| |
| |
| TEST_SUITE("DepthToSpace_CpuAccTests") |
| { |
| |
| TEST_CASE ("DepthToSpaceFp32Test_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| DepthToSpaceFp32Test(backends, 2); |
| } |
| |
| TEST_CASE ("DepthToSpaceUint8Test_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| DepthToSpaceUint8Test(backends, 2); |
| } |
| |
| } // TEST_SUITE("DepthToSpace_CpuAccTests") |
| |
| TEST_SUITE("DepthToSpace_GpuAccTests") |
| { |
| |
| TEST_CASE ("DepthToSpaceFp32Test_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| DepthToSpaceFp32Test(backends, 2); |
| } |
| |
| TEST_CASE ("DepthToSpaceUint8Test_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| DepthToSpaceUint8Test(backends, 2); |
| } |
| |
| } // TEST_SUITE("DepthToSpace_GpuAccTests") |
| |
| TEST_SUITE("SpaceToDepth_CpuRefTests") |
| { |
| |
| TEST_CASE ("SpaceToDepthFp32Test_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| SpaceToDepthFp32Test(backends, 2); |
| } |
| |
| TEST_CASE ("SpaceToDepthUint8Test_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| SpaceToDepthUint8Test(backends, 2); |
| } |
| |
| } // TEST_SUITE("SpaceToDepth_CpuRefTests") |
| |
| TEST_SUITE("SpaceToDepth_CpuAccTests") |
| { |
| |
| TEST_CASE ("SpaceToDepthFp32Test_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| SpaceToDepthFp32Test(backends, 2); |
| } |
| |
| TEST_CASE ("SpaceToDepthUint8Test_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| SpaceToDepthUint8Test(backends, 2); |
| } |
| |
| } // TEST_SUITE("SpaceToDepth_CpuAccTests") |
| |
| TEST_SUITE("SpaceToDepth_GpuAccTests") |
| { |
| |
| TEST_CASE ("SpaceToDepthFp32Test_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| SpaceToDepthFp32Test(backends, 2); |
| } |
| |
| TEST_CASE ("SpaceToDepthUint8Test_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| SpaceToDepthUint8Test(backends, 2); |
| } |
| |
| } // TEST_SUITE("SpaceToDepth_GpuAccTests") |
| |
| } // namespace armnnDelegate |