| // |
| // Copyright © 2020, 2023 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "SplitTestHelper.hpp" |
| |
| #include <armnn_delegate.hpp> |
| |
| #include <flatbuffers/flatbuffers.h> |
| #include <schema_generated.h> |
| |
| #include <doctest/doctest.h> |
| |
| namespace armnnDelegate |
| { |
| |
| // SPLIT Operator |
| void SplitUint8Test(std::vector<armnn::BackendId>& backends) |
| { |
| std::vector<int32_t> axisShape { 1 }; |
| std::vector<int32_t> inputShape { 2, 2, 2, 2} ; |
| std::vector<int32_t> outputShape0 { 2, 2, 2, 1 }; |
| std::vector<int32_t> outputShape1 { 2, 2, 2, 1 }; |
| std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| |
| std::vector<int32_t> axisData { 3 }; // Axis |
| std::vector<uint8_t> inputValues { 1, 2, 3, 4, 5, 6, 7, 8, |
| 9, 10, 11, 12, 13, 14, 15, 16 }; // Input |
| |
| |
| std::vector<uint8_t> expectedOutputValues0 { 1, 3, 5, 7, 9, 11, 13, 15 }; |
| std::vector<uint8_t> expectedOutputValues1 { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| std::vector<std::vector<uint8_t>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| |
| int32_t numSplits = 2; |
| |
| SplitTest<uint8_t>(::tflite::TensorType_UINT8, |
| backends, |
| axisShape, |
| inputShape, |
| outputShapes, |
| axisData, |
| inputValues, |
| expectedOutputValues, |
| numSplits); |
| } |
| |
| void SplitFp32Test(std::vector<armnn::BackendId>& backends) |
| { |
| std::vector<int32_t> axisShape { 1 }; |
| std::vector<int32_t> inputShape { 2, 2, 2, 2 }; |
| std::vector<int32_t> outputShape0 { 2, 1, 2, 2 }; |
| std::vector<int32_t> outputShape1 { 2, 1, 2, 2 }; |
| std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| |
| std::vector<int32_t> axisData { 1 }; // Axis |
| std::vector<float> inputValues { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f }; // Input |
| |
| |
| std::vector<float> expectedOutputValues0 { 1.0f, 2.0f, 3.0f, 4.0f, 9.0f, 10.0f, 11.0f, 12.0f }; |
| std::vector<float> expectedOutputValues1 { 5.0f, 6.0f, 7.0f, 8.0f, 13.0f, 14.0f, 15.0f, 16.0f }; |
| std::vector<std::vector<float>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| |
| int32_t numSplits = 2; |
| |
| SplitTest<float>(::tflite::TensorType_FLOAT32, |
| backends, |
| axisShape, |
| inputShape, |
| outputShapes, |
| axisData, |
| inputValues, |
| expectedOutputValues, |
| numSplits); |
| } |
| |
| // SPLIT Test Suite |
| TEST_SUITE("SPLIT_CpuRefTests") |
| { |
| |
| TEST_CASE ("SPLIT_Uint8_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| SplitUint8Test(backends); |
| } |
| |
| TEST_CASE ("SPLIT_Fp32_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| SplitFp32Test(backends); |
| } |
| |
| } |
| |
| TEST_SUITE("SPLIT_CpuAccTests") |
| { |
| |
| TEST_CASE ("SPLIT_Uint8_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| SplitUint8Test(backends); |
| } |
| |
| TEST_CASE ("SPLIT_Fp32_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| SplitFp32Test(backends); |
| } |
| |
| } |
| |
| TEST_SUITE("SPLIT_GpuAccTests") |
| { |
| |
| TEST_CASE ("SPLIT_Uint8_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| SplitUint8Test(backends); |
| } |
| |
| TEST_CASE ("SPLIT_Fp32_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| SplitFp32Test(backends); |
| } |
| |
| } |
| // End of SPLIT Test Suite |
| |
| // SPLIT_V Operator |
| void SplitVUint8Test(std::vector<armnn::BackendId>& backends) |
| { |
| std::vector<int32_t> axisShape { 1 }; |
| std::vector<int32_t> inputShape { 2, 4, 2, 2 }; |
| std::vector<int32_t> splitsShape { 2 }; |
| std::vector<int32_t> outputShape0 { 2, 3, 2, 2 }; |
| std::vector<int32_t> outputShape1 { 2, 1, 2, 2 }; |
| std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| |
| std::vector<int32_t> axisData { 1 }; // Axis |
| std::vector<int32_t> splitsData { 3, 1 }; // Splits |
| std::vector<uint8_t> inputValues { 1, 2, 3, 4, 5, 6, 7, 8, |
| 9, 10, 11, 12, 13, 14, 15, 16, |
| 17, 18, 19, 20, 21, 22, 23, 24, |
| 25, 26, 27, 28, 29, 30, 31, 32 }; // Input |
| |
| |
| std::vector<uint8_t> expectedOutputValues0 { 1, 2, 3, 4, 5, 6, 7, 8, |
| 9, 10, 11, 12, 17, 18, 19, 20, |
| 21, 22, 23, 24, 25, 26, 27, 28 }; |
| std::vector<uint8_t> expectedOutputValues1 { 13, 14, 15, 16, 29, 30, 31, 32 }; |
| std::vector<std::vector<uint8_t>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| |
| int32_t numSplits = 2; |
| |
| SplitVTest<uint8_t>(::tflite::TensorType_UINT8, |
| backends, |
| inputShape, |
| splitsShape, |
| axisShape, |
| outputShapes, |
| inputValues, |
| splitsData, |
| axisData, |
| expectedOutputValues, |
| numSplits); |
| } |
| |
| void SplitVFp32Test(std::vector<armnn::BackendId>& backends) |
| { |
| std::vector<int32_t> axisShape { 1 }; |
| std::vector<int32_t> inputShape { 2, 4, 2, 2 }; |
| std::vector<int32_t> splitsShape { 2 }; |
| std::vector<int32_t> outputShape0 { 2, 3, 2, 2 }; |
| std::vector<int32_t> outputShape1 { 2, 1, 2, 2 }; |
| std::vector<std::vector<int32_t>> outputShapes{ outputShape0, outputShape1 }; |
| |
| std::vector<int32_t> axisData { 1 }; // Axis |
| std::vector<int32_t> splitsData { 3, 1 }; // Splits |
| std::vector<float> inputValues { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, |
| 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, |
| 25.0f, 26.0f, 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f }; // Input |
| |
| |
| std::vector<float> expectedOutputValues0 { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 9.0f, 10.0f, 11.0f, 12.0f, 17.0f, 18.0f, 19.0f, 20.0f, |
| 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f, 27.0f, 28.0f }; |
| std::vector<float> expectedOutputValues1 { 13.0f, 14.0f, 15.0f, 16.0f, 29.0f, 30.0f, 31.0f, 32.0f }; |
| std::vector<std::vector<float>> expectedOutputValues{ expectedOutputValues0, expectedOutputValues1 }; |
| |
| int32_t numSplits = 2; |
| |
| SplitVTest<float>(::tflite::TensorType_FLOAT32, |
| backends, |
| inputShape, |
| splitsShape, |
| axisShape, |
| outputShapes, |
| inputValues, |
| splitsData, |
| axisData, |
| expectedOutputValues, |
| numSplits); |
| } |
| |
| // SPLIT_V Test Suite |
| TEST_SUITE("SPLIT_V_CpuRefTests") |
| { |
| |
| TEST_CASE ("SPLIT_V_Uint8_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| SplitVUint8Test(backends); |
| } |
| |
| TEST_CASE ("SPLIT_V_Fp32_CpuRef_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuRef}; |
| SplitVFp32Test(backends); |
| } |
| |
| } |
| |
| TEST_SUITE("SPLIT_V_CpuAccTests") |
| { |
| |
| TEST_CASE ("SPLIT_V_Uint8_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| SplitVUint8Test(backends); |
| } |
| |
| TEST_CASE ("SPLIT_V_Fp32_CpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::CpuAcc}; |
| SplitVFp32Test(backends); |
| } |
| |
| } |
| |
| TEST_SUITE("SPLIT_V_GpuAccTests") |
| { |
| |
| TEST_CASE ("SPLIT_V_Uint8_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| SplitVUint8Test(backends); |
| } |
| |
| TEST_CASE ("SPLIT_V_Fp32_GpuAcc_Test") |
| { |
| std::vector<armnn::BackendId> backends = {armnn::Compute::GpuAcc}; |
| SplitVFp32Test(backends); |
| } |
| |
| } |
| // End of SPLIT_V Test Suite |
| |
| } // namespace armnnDelegate |