diff options
author | kevmay01 <kevin.may@arm.com> | 2019-01-24 14:05:09 +0000 |
---|---|---|
committer | kevmay01 <kevin.may@arm.com> | 2019-01-24 14:05:09 +0000 |
commit | 2b4d88e34ac1f965417fd236fd4786f26bae2042 (patch) | |
tree | 4518b52c6a22e33c4b467588a2843c9d5f1a9ee6 /src/backends/reference/workloads/RefComparisonWorkload.hpp | |
parent | 94412aff782472be54dce4328e2ecee0225b3e97 (diff) | |
download | armnn-2b4d88e34ac1f965417fd236fd4786f26bae2042.tar.gz |
IVGCVSW-2503 Refactor RefElementwiseWorkload around Equal and Greater
* Remove Equal and Greater from RefElementwiseWorkload
* Create RefComparisonWorkload and add Equal and Greater
* Update ElementwiseFunction for different input/output types
* Update TfParser to create Equal/Greater with Boolean output
* Update relevant tests to check for Boolean comparison
Change-Id: I299b7f2121769c960ac0c6139764a5f3c89c9c32
Diffstat (limited to 'src/backends/reference/workloads/RefComparisonWorkload.hpp')
-rw-r--r-- | src/backends/reference/workloads/RefComparisonWorkload.hpp | 92 |
1 files changed, 92 insertions, 0 deletions
diff --git a/src/backends/reference/workloads/RefComparisonWorkload.hpp b/src/backends/reference/workloads/RefComparisonWorkload.hpp new file mode 100644 index 0000000000..524d20625a --- /dev/null +++ b/src/backends/reference/workloads/RefComparisonWorkload.hpp @@ -0,0 +1,92 @@ +// +// Copyright © 2017 Arm Ltd. All rights reserved. +// SPDX-License-Identifier: MIT +// + +#pragma once + +#include <armnn/Types.hpp> +#include <backendsCommon/Workload.hpp> +#include <backendsCommon/WorkloadData.hpp> +#include "StringMapping.hpp" + +namespace armnn +{ + +template <typename Functor, + typename armnn::DataType DataType, + typename ParentDescriptor, + typename armnn::StringMapping::Id DebugString> +class RefComparisonWorkload +{ + // Needs specialization. The default is empty on purpose. +}; + +template <typename ParentDescriptor, typename Functor> +class RefFloat32ComparisonWorkload : public BaseFloat32ComparisonWorkload<ParentDescriptor> +{ +public: + using BaseFloat32ComparisonWorkload<ParentDescriptor>::BaseFloat32ComparisonWorkload; + void ExecuteImpl(const char * debugString) const; +}; + +template <typename Functor, typename ParentDescriptor, typename armnn::StringMapping::Id DebugString> +class RefComparisonWorkload<Functor, armnn::DataType::Float32, ParentDescriptor, DebugString> + : public RefFloat32ComparisonWorkload<ParentDescriptor, Functor> +{ +public: + using RefFloat32ComparisonWorkload<ParentDescriptor, Functor>::RefFloat32ComparisonWorkload; + + virtual void Execute() const override + { + using Parent = RefFloat32ComparisonWorkload<ParentDescriptor, Functor>; + Parent::ExecuteImpl(StringMapping::Instance().Get(DebugString)); + } +}; + +template <typename ParentDescriptor, typename Functor> +class RefUint8ComparisonWorkload : public BaseUint8ComparisonWorkload<ParentDescriptor> +{ +public: + using BaseUint8ComparisonWorkload<ParentDescriptor>::BaseUint8ComparisonWorkload; + void ExecuteImpl(const char * debugString) const; +}; + +template <typename Functor, typename ParentDescriptor, typename armnn::StringMapping::Id DebugString> +class RefComparisonWorkload<Functor, armnn::DataType::QuantisedAsymm8, ParentDescriptor, DebugString> + : public RefUint8ComparisonWorkload<ParentDescriptor, Functor> +{ +public: + using RefUint8ComparisonWorkload<ParentDescriptor, Functor>::RefUint8ComparisonWorkload; + + virtual void Execute() const override + { + using Parent = RefUint8ComparisonWorkload<ParentDescriptor, Functor>; + Parent::ExecuteImpl(StringMapping::Instance().Get(DebugString)); + } +}; + +using RefEqualFloat32Workload = + RefComparisonWorkload<std::equal_to<float>, + DataType::Float32, + EqualQueueDescriptor, + StringMapping::RefEqualWorkload_Execute>; + +using RefEqualUint8Workload = + RefComparisonWorkload<std::equal_to<uint8_t>, + DataType::QuantisedAsymm8, + EqualQueueDescriptor, + StringMapping::RefEqualWorkload_Execute>; + +using RefGreaterFloat32Workload = + RefComparisonWorkload<std::greater<float>, + DataType::Float32, + GreaterQueueDescriptor, + StringMapping::RefGreaterWorkload_Execute>; + +using RefGreaterUint8Workload = + RefComparisonWorkload<std::greater<uint8_t>, + DataType::QuantisedAsymm8, + GreaterQueueDescriptor, + StringMapping::RefGreaterWorkload_Execute>; +} // armnn |