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authorKevin May <kevin.may@arm.com>2019-12-12 17:28:05 +0000
committerTeresaARM <teresa.charlinreyes@arm.com>2020-01-24 16:47:17 +0000
commita023c40a7644f0b32f8f593b9a3614c92b5f933d (patch)
tree996a35023c6ea6adaee76472e49857fd545ad148
parenta0d189697bb549a37886790536be7e6879ee943a (diff)
downloadarmnn-a023c40a7644f0b32f8f593b9a3614c92b5f933d.tar.gz
IVGCVSW-4262 Use ACL Permute and Reshape Validate function in Neon and CL
!android-nn-driver:2642 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ibabb73c0ae0df2e530a68398f75c76e6b80c0701
-rw-r--r--include/armnn/ILayerSupport.hpp1
-rw-r--r--src/armnn/LayerSupport.cpp3
-rw-r--r--src/backends/backendsCommon/LayerSupportBase.cpp1
-rw-r--r--src/backends/backendsCommon/LayerSupportBase.hpp1
-rw-r--r--src/backends/backendsCommon/WorkloadFactory.cpp2
-rw-r--r--src/backends/cl/ClLayerSupport.cpp6
-rw-r--r--src/backends/cl/ClLayerSupport.hpp1
-rw-r--r--src/backends/cl/workloads/ClPermuteWorkload.cpp2
-rw-r--r--src/backends/cl/workloads/ClReshapeWorkload.cpp9
-rw-r--r--src/backends/cl/workloads/ClReshapeWorkload.hpp3
-rw-r--r--src/backends/neon/NeonLayerSupport.cpp10
-rw-r--r--src/backends/neon/NeonLayerSupport.hpp1
-rw-r--r--src/backends/neon/workloads/NeonReshapeWorkload.cpp9
-rw-r--r--src/backends/neon/workloads/NeonReshapeWorkload.hpp5
-rw-r--r--src/backends/reference/RefLayerSupport.cpp2
-rw-r--r--src/backends/reference/RefLayerSupport.hpp1
16 files changed, 48 insertions, 9 deletions
diff --git a/include/armnn/ILayerSupport.hpp b/include/armnn/ILayerSupport.hpp
index 1615d3e24e..d1bbf99d5e 100644
--- a/include/armnn/ILayerSupport.hpp
+++ b/include/armnn/ILayerSupport.hpp
@@ -285,6 +285,7 @@ public:
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0;
virtual bool IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0;
diff --git a/src/armnn/LayerSupport.cpp b/src/armnn/LayerSupport.cpp
index 08d91fc20b..3c244b0454 100644
--- a/src/armnn/LayerSupport.cpp
+++ b/src/armnn/LayerSupport.cpp
@@ -530,11 +530,12 @@ bool IsPreluSupported(const BackendId& backend,
bool IsReshapeSupported(const BackendId& backend,
const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
char* reasonIfUnsupported,
size_t reasonIfUnsupportedMaxLength)
{
- FORWARD_LAYER_SUPPORT_FUNC(backend, IsReshapeSupported, input, descriptor);
+ FORWARD_LAYER_SUPPORT_FUNC(backend, IsReshapeSupported, input, output, descriptor);
}
bool IsResizeSupported(const BackendId& backend,
diff --git a/src/backends/backendsCommon/LayerSupportBase.cpp b/src/backends/backendsCommon/LayerSupportBase.cpp
index b19356f955..449b8098d6 100644
--- a/src/backends/backendsCommon/LayerSupportBase.cpp
+++ b/src/backends/backendsCommon/LayerSupportBase.cpp
@@ -444,6 +444,7 @@ bool LayerSupportBase::IsQuantizedLstmSupported(const TensorInfo& /*input*/,
}
bool LayerSupportBase::IsReshapeSupported(const TensorInfo& /*input*/,
+ const TensorInfo& /*output*/,
const ReshapeDescriptor& /*descriptor*/,
Optional<std::string&> reasonIfUnsupported) const
{
diff --git a/src/backends/backendsCommon/LayerSupportBase.hpp b/src/backends/backendsCommon/LayerSupportBase.hpp
index 7a65eb55ed..459ac03b6f 100644
--- a/src/backends/backendsCommon/LayerSupportBase.hpp
+++ b/src/backends/backendsCommon/LayerSupportBase.hpp
@@ -271,6 +271,7 @@ public:
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
bool IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
diff --git a/src/backends/backendsCommon/WorkloadFactory.cpp b/src/backends/backendsCommon/WorkloadFactory.cpp
index acb73b589d..5671761723 100644
--- a/src/backends/backendsCommon/WorkloadFactory.cpp
+++ b/src/backends/backendsCommon/WorkloadFactory.cpp
@@ -795,7 +795,9 @@ bool IWorkloadFactory::IsLayerSupported(const BackendId& backendId,
{
auto cLayer = boost::polymorphic_downcast<const ReshapeLayer*>(&layer);
const TensorInfo& input = layer.GetInputSlot(0).GetConnection()->GetTensorInfo();
+ const TensorInfo& output = layer.GetOutputSlot(0).GetTensorInfo();
result = layerSupportObject->IsReshapeSupported(OverrideDataType(input, dataType),
+ OverrideDataType(output, dataType),
cLayer->GetParameters(),
reason);
break;
diff --git a/src/backends/cl/ClLayerSupport.cpp b/src/backends/cl/ClLayerSupport.cpp
index f8cc5074b3..ffe68a33d0 100644
--- a/src/backends/cl/ClLayerSupport.cpp
+++ b/src/backends/cl/ClLayerSupport.cpp
@@ -46,6 +46,7 @@
#include "workloads/ClPermuteWorkload.hpp"
#include "workloads/ClPooling2dWorkload.hpp"
#include "workloads/ClPreluWorkload.hpp"
+#include "workloads/ClReshapeWorkload.hpp"
#include "workloads/ClResizeWorkload.hpp"
#include "workloads/ClRsqrtWorkload.hpp"
#include "workloads/ClQuantizedLstmWorkload.hpp"
@@ -670,13 +671,12 @@ bool ClLayerSupport::IsQuantizeSupported(const TensorInfo& input,
}
bool ClLayerSupport::IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported) const
{
- ignore_unused(input);
ignore_unused(descriptor);
- ignore_unused(reasonIfUnsupported);
- return true;
+ FORWARD_WORKLOAD_VALIDATE_FUNC(ClReshapeWorkloadValidate, reasonIfUnsupported, input, output);
}
bool ClLayerSupport::IsResizeSupported(const TensorInfo& input,
diff --git a/src/backends/cl/ClLayerSupport.hpp b/src/backends/cl/ClLayerSupport.hpp
index 9371717013..819d086cb4 100644
--- a/src/backends/cl/ClLayerSupport.hpp
+++ b/src/backends/cl/ClLayerSupport.hpp
@@ -216,6 +216,7 @@ public:
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
bool IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
diff --git a/src/backends/cl/workloads/ClPermuteWorkload.cpp b/src/backends/cl/workloads/ClPermuteWorkload.cpp
index dd495c8288..41bce1d4fa 100644
--- a/src/backends/cl/workloads/ClPermuteWorkload.cpp
+++ b/src/backends/cl/workloads/ClPermuteWorkload.cpp
@@ -23,7 +23,7 @@ arm_compute::Status ClPermuteWorkloadValidate(const TensorInfo& input,
const armnn::PermutationVector& mappings = descriptor.m_DimMappings;
return arm_compute::CLPermute::validate(&aclInputInfo, &aclOutputInfo,
- armcomputetensorutils::BuildArmComputePermutationVector(mappings));
+ armcomputetensorutils::BuildArmComputePermutationVector(mappings));
}
ClPermuteWorkload::ClPermuteWorkload(const PermuteQueueDescriptor& descriptor,
diff --git a/src/backends/cl/workloads/ClReshapeWorkload.cpp b/src/backends/cl/workloads/ClReshapeWorkload.cpp
index db1702a74f..d752290444 100644
--- a/src/backends/cl/workloads/ClReshapeWorkload.cpp
+++ b/src/backends/cl/workloads/ClReshapeWorkload.cpp
@@ -12,6 +12,15 @@
namespace armnn
{
+arm_compute::Status ClReshapeWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output);
+
+ return arm_compute::CLReshapeLayer::validate(&aclInputInfo, &aclOutputInfo);
+}
+
ClReshapeWorkload::ClReshapeWorkload(const ReshapeQueueDescriptor& descriptor, const WorkloadInfo& info)
: BaseWorkload<ReshapeQueueDescriptor>(descriptor, info)
{
diff --git a/src/backends/cl/workloads/ClReshapeWorkload.hpp b/src/backends/cl/workloads/ClReshapeWorkload.hpp
index a7b464e719..62f5fccec8 100644
--- a/src/backends/cl/workloads/ClReshapeWorkload.hpp
+++ b/src/backends/cl/workloads/ClReshapeWorkload.hpp
@@ -12,6 +12,9 @@
namespace armnn
{
+arm_compute::Status ClReshapeWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output);
+
class ClReshapeWorkload : public BaseWorkload<ReshapeQueueDescriptor>
{
public:
diff --git a/src/backends/neon/NeonLayerSupport.cpp b/src/backends/neon/NeonLayerSupport.cpp
index 6ca69f4841..b8725be005 100644
--- a/src/backends/neon/NeonLayerSupport.cpp
+++ b/src/backends/neon/NeonLayerSupport.cpp
@@ -47,6 +47,7 @@
#include "workloads/NeonPreluWorkload.hpp"
#include "workloads/NeonQuantizeWorkload.hpp"
#include "workloads/NeonQuantizedLstmWorkload.hpp"
+#include "workloads/NeonReshapeWorkload.hpp"
#include "workloads/NeonResizeWorkload.hpp"
#include "workloads/NeonRsqrtWorkload.hpp"
#include "workloads/NeonSliceWorkload.hpp"
@@ -650,14 +651,15 @@ bool NeonLayerSupport::IsQuantizedLstmSupported(const TensorInfo& input,
}
bool NeonLayerSupport::IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported) const
{
ignore_unused(descriptor);
- return IsSupportedForDataTypeNeon(reasonIfUnsupported,
- input.GetDataType(),
- &TrueFunc<>,
- &TrueFunc<>);
+ FORWARD_WORKLOAD_VALIDATE_FUNC(NeonReshapeWorkloadValidate,
+ reasonIfUnsupported,
+ input,
+ output);
}
bool NeonLayerSupport::IsResizeSupported(const TensorInfo& input,
diff --git a/src/backends/neon/NeonLayerSupport.hpp b/src/backends/neon/NeonLayerSupport.hpp
index f1d87f65f3..56a70c4886 100644
--- a/src/backends/neon/NeonLayerSupport.hpp
+++ b/src/backends/neon/NeonLayerSupport.hpp
@@ -222,6 +222,7 @@ public:
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
bool IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
diff --git a/src/backends/neon/workloads/NeonReshapeWorkload.cpp b/src/backends/neon/workloads/NeonReshapeWorkload.cpp
index 7f2056c8e2..659bb94723 100644
--- a/src/backends/neon/workloads/NeonReshapeWorkload.cpp
+++ b/src/backends/neon/workloads/NeonReshapeWorkload.cpp
@@ -14,6 +14,15 @@
namespace armnn
{
+arm_compute::Status NeonReshapeWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output);
+
+ return arm_compute::NEReshapeLayer::validate(&aclInputInfo, &aclOutputInfo);
+}
+
NeonReshapeWorkload::NeonReshapeWorkload(const ReshapeQueueDescriptor& descriptor,
const WorkloadInfo& info)
: BaseWorkload<ReshapeQueueDescriptor>(descriptor, info)
diff --git a/src/backends/neon/workloads/NeonReshapeWorkload.hpp b/src/backends/neon/workloads/NeonReshapeWorkload.hpp
index 2202463928..186a02ba26 100644
--- a/src/backends/neon/workloads/NeonReshapeWorkload.hpp
+++ b/src/backends/neon/workloads/NeonReshapeWorkload.hpp
@@ -6,7 +6,10 @@
#pragma once
#include <backendsCommon/Workload.hpp>
+#include <backendsCommon/WorkloadData.hpp>
+#include <neon/workloads/NeonWorkloadUtils.hpp>
+#include <armnn/TypesUtils.hpp>
#include <arm_compute/runtime/IFunction.h>
#include <memory>
@@ -14,6 +17,8 @@
namespace armnn
{
+arm_compute::Status NeonReshapeWorkloadValidate(const TensorInfo& input, const TensorInfo& output);
+
class NeonReshapeWorkload : public BaseWorkload<ReshapeQueueDescriptor>
{
public:
diff --git a/src/backends/reference/RefLayerSupport.cpp b/src/backends/reference/RefLayerSupport.cpp
index ee6462dfa3..b801f70724 100644
--- a/src/backends/reference/RefLayerSupport.cpp
+++ b/src/backends/reference/RefLayerSupport.cpp
@@ -1451,9 +1451,11 @@ bool RefLayerSupport::IsQuantizeSupported(const TensorInfo& input,
}
bool RefLayerSupport::IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported) const
{
+ ignore_unused(output);
ignore_unused(descriptor);
// Define supported output types.
std::array<DataType,5> supportedOutputTypes =
diff --git a/src/backends/reference/RefLayerSupport.hpp b/src/backends/reference/RefLayerSupport.hpp
index 123c2643df..1551a55694 100644
--- a/src/backends/reference/RefLayerSupport.hpp
+++ b/src/backends/reference/RefLayerSupport.hpp
@@ -242,6 +242,7 @@ public:
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;
bool IsReshapeSupported(const TensorInfo& input,
+ const TensorInfo& output,
const ReshapeDescriptor& descriptor,
Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const override;