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authorAron Virginas-Tar <Aron.Virginas-Tar@arm.com>2019-08-28 18:08:46 +0100
committermike.kelly <mike.kelly@arm.com>2019-08-30 10:58:54 +0000
commit00d306e4db5153a4f4d280de4d4cf3e03788fefb (patch)
tree329c15f71c662e199a24dc0812bf95cb389ddbd8 /src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.hpp
parent08b518687d2bf2683a2c5f571d3e76d71d67d048 (diff)
downloadarmnn-00d306e4db5153a4f4d280de4d4cf3e03788fefb.tar.gz
IVGCVSW-3381 Break up LayerTests.hpp into more manageable files
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Icf39434f09fd340ad664cb3b97b8bee6d9da4838
Diffstat (limited to 'src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.hpp')
-rw-r--r--src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.hpp218
1 files changed, 218 insertions, 0 deletions
diff --git a/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.hpp b/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.hpp
new file mode 100644
index 0000000000..f5ff586f02
--- /dev/null
+++ b/src/backends/backendsCommon/test/layerTests/Conv2dTestImpl.hpp
@@ -0,0 +1,218 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include "LayerTestResult.hpp"
+
+#include <ResolveType.hpp>
+
+#include <armnn/Types.hpp>
+
+#include <backendsCommon/IBackendInternal.hpp>
+#include <backendsCommon/WorkloadFactory.hpp>
+
+//
+// Convolution2d
+//
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> Convolution2d3x3Dilation3x3Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> Convolution2d2x3x3Dilation3x3Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test(
+ armnn::IWorkloadFactory &workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> SimpleConvolution2d3x5Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> SimpleConvolution2d3x3Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled);
+
+LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ armnn::DataLayout layout);
+
+LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ armnn::DataLayout layout);
+
+LayerTestResult<float, 4> Convolution1dTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled);
+
+LayerTestResult<uint8_t, 4> Convolution1dUint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled);
+
+LayerTestResult<float, 4> CompareConvolution2dTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ armnn::IWorkloadFactory& refWorkloadFactory);
+
+//
+// DepthwiseConvolution2d
+//
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> DepthwiseConvolution2d3x3Dilation3x3Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> DepthwiseConvolution2d2x3x3Dilation3x3Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> DepthwiseConvolution2dMult4Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>>
+LayerTestResult<T, 4> DepthwiseConvolution2dMult2Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+template<typename T>
+LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ armnn::IWorkloadFactory& refWorkloadFactory,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> DepthwiseConvolution2dTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled);
+
+LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul64Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
+
+LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ bool biasEnabled,
+ const armnn::DataLayout layout);
+
+LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ armnn::IWorkloadFactory& refWorkloadFactory,
+ const armnn::DataLayout layout);
+
+LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test(
+ armnn::IWorkloadFactory& workloadFactory,
+ const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
+ armnn::IWorkloadFactory& refWorkloadFactory,
+ const armnn::DataLayout layout);