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author | FrancisMurtagh <francis.murtagh@arm.com> | 2018-12-19 10:56:15 +0000 |
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committer | FrancisMurtagh <francis.murtagh@arm.com> | 2018-12-19 10:56:15 +0000 |
commit | 878f02313d716e86a95e7f670e9d7b19cdba5e61 (patch) | |
tree | 6c80992ad989aca287bec06d713ceb93f1eaf656 /src/backends/backendsCommon/test | |
parent | 30cdfcac03fc9f3ab424865b40c0490799e5c8fb (diff) | |
download | armnn-878f02313d716e86a95e7f670e9d7b19cdba5e61.tar.gz |
IVGCVSW-2379 Add Greater Ref workload implementation
* Added the Greater operation as an element-wise workload
* Added the unit tests
Change-Id: Ie00ee30e47a5f5e17a728032eeb11a085d06c8f2
Diffstat (limited to 'src/backends/backendsCommon/test')
-rwxr-xr-x | src/backends/backendsCommon/test/LayerTests.cpp | 173 | ||||
-rw-r--r-- | src/backends/backendsCommon/test/LayerTests.hpp | 24 |
2 files changed, 197 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/LayerTests.cpp b/src/backends/backendsCommon/test/LayerTests.cpp index 4dc49f97a2..43b0d33bdd 100755 --- a/src/backends/backendsCommon/test/LayerTests.cpp +++ b/src/backends/backendsCommon/test/LayerTests.cpp @@ -1674,6 +1674,15 @@ std::unique_ptr<armnn::IWorkload> CreateWorkload<armnn::EqualQueueDescriptor>( return workloadFactory.CreateEqual(descriptor, info); } +template<> +std::unique_ptr<armnn::IWorkload> CreateWorkload<armnn::GreaterQueueDescriptor>( + const armnn::IWorkloadFactory& workloadFactory, + const armnn::WorkloadInfo& info, + const armnn::GreaterQueueDescriptor& descriptor) +{ + return workloadFactory.CreateGreater(descriptor, info); +} + namespace { template <typename Descriptor, typename dataType> LayerTestResult<dataType, 4> ElementwiseTestHelper @@ -1897,6 +1906,170 @@ LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test( 0); } +LayerTestResult<float, 4> GreaterSimpleTest(armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) +{ + const unsigned int width = 2; + const unsigned int height = 2; + const unsigned int channelCount = 2; + const unsigned int batchSize = 2; + + unsigned int shape[] = { batchSize, channelCount, height, width }; + + std::vector<float> input0({ 1, 1, 1, 1, 5, 5, 5, 5, + 3, 3, 3, 3, 4, 4, 4, 4 }); + + std::vector<float> input1({ 1, 1, 1, 1, 3, 3, 3, 3, + 5, 5, 5, 5, 4, 4, 4, 4 }); + + std::vector<float> output({ 0, 0, 0, 0, 1, 1, 1, 1, + 0, 0, 0, 0, 0, 0, 0, 0 }); + + return ElementwiseTestHelper<armnn::GreaterQueueDescriptor, float> + (workloadFactory, + memoryManager, + shape, + input0, + shape, + input1, + shape, + output); +} + +LayerTestResult<float, 4> GreaterBroadcast1ElementTest( + 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<float> output({ 0, 1, 1, 1, 1, 1, 1, 1}); + + return ElementwiseTestHelper<armnn::GreaterQueueDescriptor, float> + (workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output); +} + +LayerTestResult<float, 4> GreaterBroadcast1DVectorTest( + 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, 2.9f, 2.1f, 4, 5, 6, + 7, 8, 9, 10, 11, 12 }); + + std::vector<float> input1({ 1, 3, 2}); + + std::vector<float> output({ 0, 0, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1 }); + + return ElementwiseTestHelper<armnn::GreaterQueueDescriptor, float> + (workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output); +} + +LayerTestResult<uint8_t, 4> GreaterUint8Test( + 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, 5, 5, 5, 5 }); + + std::vector<uint8_t> input1({ 2, 2, 2, 2, 6, 6, 6, 6, + 2, 2, 2, 2, 5, 5, 5, 5 }); + + std::vector<uint8_t> output({ 0, 0, 0, 0, 0, 0, 0, 0, + 1, 1, 1, 1, 0, 0, 0, 0 }); + + return ElementwiseTestHelper<armnn::GreaterQueueDescriptor, uint8_t > + (workloadFactory, + memoryManager, + shape, + input0, + shape, + input1, + shape, + output, + 1.0f, + 0); +} + +LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( + 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({ 0, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1 }); + + return ElementwiseTestHelper<armnn::GreaterQueueDescriptor, uint8_t > + (workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output, + 1.0f, + 0); +} + +LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test( + 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({ 0, 1, 0, 1, 1, 1, + 1, 1, 1, 1, 1, 1 }); + + return ElementwiseTestHelper<armnn::GreaterQueueDescriptor, uint8_t> + (workloadFactory, + memoryManager, + shape0, + input0, + shape1, + input1, + shape0, + output, + 1.0f, + 0); +} + LayerTestResult<float, 4> MaximumSimpleTest(armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) { diff --git a/src/backends/backendsCommon/test/LayerTests.hpp b/src/backends/backendsCommon/test/LayerTests.hpp index 029418e850..146f8c4cfe 100644 --- a/src/backends/backendsCommon/test/LayerTests.hpp +++ b/src/backends/backendsCommon/test/LayerTests.hpp @@ -891,6 +891,30 @@ LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); +LayerTestResult<float, 4> GreaterSimpleTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +LayerTestResult<float, 4> GreaterBroadcast1ElementTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +LayerTestResult<float, 4> GreaterBroadcast1DVectorTest( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +LayerTestResult<uint8_t, 4> GreaterUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + +LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test( + armnn::IWorkloadFactory& workloadFactory, + const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); + LayerTestResult<float, 2> FullyConnectedLargeTest( armnn::IWorkloadFactory& workloadFactory, const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |