| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "EqualTestImpl.hpp" |
| #include "ElementwiseTestImpl.hpp" |
| |
| #include <Half.hpp> |
| |
| template<> |
| std::unique_ptr<armnn::IWorkload> CreateWorkload<armnn::EqualQueueDescriptor>( |
| const armnn::IWorkloadFactory& workloadFactory, |
| const armnn::WorkloadInfo& info, |
| const armnn::EqualQueueDescriptor& descriptor) |
| { |
| return workloadFactory.CreateEqual(descriptor, info); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int width = 2u; |
| const unsigned int height = 2u; |
| const unsigned int channelCount = 2u; |
| const unsigned int batchSize = 2u; |
| |
| unsigned int shape[] = { batchSize, channelCount, height, width }; |
| |
| std::vector<float> input0 = |
| { |
| 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| }; |
| |
| std::vector<float> input1({ 1, 1, 1, 1, 3, 3, 3, 3, |
| 5, 5, 5, 5, 4, 4, 4, 4 }); |
| |
| std::vector<uint8_t> output({ 1, 1, 1, 1, 0, 0, 0, 0, |
| 0, 0, 0, 0, 1, 1, 1, 1 }); |
| |
| return ElementwiseTestHelper<4, armnn::EqualQueueDescriptor, armnn::DataType::Float32, armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape, |
| input0, |
| shape, |
| input1, |
| shape, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| unsigned int shape0[] = { 1, 2, 2, 2 }; |
| std::vector<float> input0({ 1, 2, 3, 4, 5, 6, 7, 8}); |
| |
| unsigned int shape1[] = { 1, 1, 1, 1 }; |
| std::vector<float> input1({ 1 }); |
| |
| std::vector<uint8_t> output({ 1, 0, 0, 0, 0, 0, 0, 0}); |
| |
| return ElementwiseTestHelper<4, armnn::EqualQueueDescriptor, armnn::DataType::Float32, armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape0, |
| input0, |
| shape1, |
| input1, |
| shape0, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| |
| std::vector<float> input0({ 1, 2, 3, 4, 5, 6, |
| 7, 8, 9, 10, 11, 12 }); |
| |
| std::vector<float> input1({ 1, 2, 3}); |
| |
| std::vector<uint8_t> output({ 1, 1, 1, 0, 0, 0, |
| 0, 0, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, armnn::EqualQueueDescriptor, armnn::DataType::Float32, armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape0, |
| input0, |
| shape1, |
| input1, |
| shape0, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualFloat16Test( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| using namespace half_float::literal; |
| |
| unsigned int shape[] = { 2, 2, 2, 2 }; |
| |
| // See dequantized values to the right. |
| std::vector<armnn::Half> input0({ 1._h, 1._h, 1._h, 1._h, 6._h, 6._h, 6._h, 6._h, |
| 3._h, 3._h, 3._h, 3._h, 7._h, 7._h, 7._h, 7._h }); |
| |
| std::vector<armnn::Half> input1({ 2._h, 2._h, 2._h, 2._h, 6._h, 6._h, 6._h, 6._h, |
| 3._h, 3._h, 3._h, 3._h, 5._h, 5._h, 5._h, 5._h }); |
| |
| std::vector<uint8_t> output({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 1, 1, 1, 1, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, |
| armnn::EqualQueueDescriptor, |
| armnn::DataType::Float16, |
| armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape, |
| input0, |
| shape, |
| input1, |
| shape, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualBroadcast1ElementFloat16Test( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| using namespace half_float::literal; |
| |
| const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| |
| std::vector<armnn::Half> input0({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, |
| 7._h, 8._h, 9._h, 10._h, 11._h, 12._h }); |
| |
| std::vector<armnn::Half> input1({ 1._h }); |
| |
| std::vector<uint8_t> output({ 1, 0, 0, 0, 0, 0, |
| 0, 0, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, |
| armnn::EqualQueueDescriptor, |
| armnn::DataType::Float16, |
| armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape0, |
| input0, |
| shape1, |
| input1, |
| shape0, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorFloat16Test( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| using namespace half_float::literal; |
| |
| const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| |
| std::vector<armnn::Half> input0({ 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, |
| 7._h, 8._h, 9._h, 10._h, 11._h, 12._h }); |
| |
| std::vector<armnn::Half> input1({ 1._h, 1._h, 3._h }); |
| |
| std::vector<uint8_t> output({ 1, 0, 1, 0, 0, 0, |
| 0, 0, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, |
| armnn::EqualQueueDescriptor, |
| armnn::DataType::Float16, |
| armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape0, |
| input0, |
| shape1, |
| input1, |
| shape0, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualUint8Test( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| unsigned int shape[] = { 2, 2, 2, 2 }; |
| |
| // See dequantized values to the right. |
| std::vector<uint8_t> input0({ 1, 1, 1, 1, 6, 6, 6, 6, |
| 3, 3, 3, 3, 7, 7, 7, 7 }); |
| |
| std::vector<uint8_t> input1({ 2, 2, 2, 2, 6, 6, 6, 6, |
| 3, 3, 3, 3, 5, 5, 5, 5 }); |
| |
| std::vector<uint8_t> output({ 0, 0, 0, 0, 1, 1, 1, 1, |
| 1, 1, 1, 1, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, |
| armnn::EqualQueueDescriptor, |
| armnn::DataType::QuantisedAsymm8, |
| armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape, |
| input0, |
| shape, |
| input1, |
| shape, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| |
| std::vector<uint8_t> input0({ 1, 2, 3, 4, 5, 6, |
| 7, 8, 9, 10, 11, 12 }); |
| |
| std::vector<uint8_t> input1({ 1 }); |
| |
| std::vector<uint8_t> output({ 1, 0, 0, 0, 0, 0, |
| 0, 0, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, |
| armnn::EqualQueueDescriptor, |
| armnn::DataType::QuantisedAsymm8, |
| armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape0, |
| input0, |
| shape1, |
| input1, |
| shape0, |
| output); |
| } |
| |
| LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test( |
| armnn::IWorkloadFactory& workloadFactory, |
| const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| { |
| const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| |
| std::vector<uint8_t> input0({ 1, 2, 3, 4, 5, 6, |
| 7, 8, 9, 10, 11, 12 }); |
| |
| std::vector<uint8_t> input1({ 1, 1, 3}); |
| |
| std::vector<uint8_t> output({ 1, 0, 1, 0, 0, 0, |
| 0, 0, 0, 0, 0, 0 }); |
| |
| return ElementwiseTestHelper<4, |
| armnn::EqualQueueDescriptor, |
| armnn::DataType::QuantisedAsymm8, |
| armnn::DataType::Boolean>( |
| workloadFactory, |
| memoryManager, |
| shape0, |
| input0, |
| shape1, |
| input1, |
| shape0, |
| output); |
| } |