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authorSadik Armagan <sadik.armagan@arm.com>2020-09-14 15:44:18 +0100
committerSadik Armagan <sadik.armagan@arm.com>2020-09-14 14:42:59 +0000
commit04a729708f986b1a69c1efc42d5cf18271cfae1e (patch)
treed39be642c3b5bfe9f9520ae69889b20dade10406 /src/backends/neon/NeonWorkloadFactory.cpp
parent80c6b146046252af153af27025a28fb59d33c5e6 (diff)
downloadarmnn-04a729708f986b1a69c1efc42d5cf18271cfae1e.tar.gz
IVGCVSW-5157 'Pipe ModelOption through Network::LoadNetwork() to Workload factory'
* Pass ModelOptions to WorkloadFactory * Updated signature of CL and NEON Convolution2d workloads added FastMathEnabled param. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I536178be8e4dd4083489e69febadaf0feeba46d2
Diffstat (limited to 'src/backends/neon/NeonWorkloadFactory.cpp')
-rw-r--r--src/backends/neon/NeonWorkloadFactory.cpp35
1 files changed, 32 insertions, 3 deletions
diff --git a/src/backends/neon/NeonWorkloadFactory.cpp b/src/backends/neon/NeonWorkloadFactory.cpp
index 40010fe329..928989b1e4 100644
--- a/src/backends/neon/NeonWorkloadFactory.cpp
+++ b/src/backends/neon/NeonWorkloadFactory.cpp
@@ -4,6 +4,7 @@
//
#include "NeonBackendId.hpp"
+#include "NeonBackendModelContext.hpp"
#include "NeonTensorHandle.hpp"
#include "NeonWorkloadFactory.hpp"
@@ -36,13 +37,27 @@ bool NeonWorkloadFactory::IsLayerSupported(const Layer& layer,
return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported);
}
+bool NeonWorkloadFactory::IsLayerSupported(const IConnectableLayer& layer,
+ Optional<DataType> dataType,
+ std::string& outReasonIfUnsupported,
+ const ModelOptions& modelOptions)
+{
+ return IWorkloadFactory::IsLayerSupported(s_Id, layer, dataType, outReasonIfUnsupported, modelOptions);
+}
+
const BackendId& NeonWorkloadFactory::GetBackendId() const
{
return s_Id;
}
NeonWorkloadFactory::NeonWorkloadFactory(const std::shared_ptr<NeonMemoryManager>& memoryManager)
- : m_MemoryManager(memoryManager)
+ : m_MemoryManager(memoryManager), m_ModelContextPtr(IBackendInternal::IBackendSpecificModelContextPtr{})
+{
+}
+
+NeonWorkloadFactory::NeonWorkloadFactory(const std::shared_ptr<NeonMemoryManager>& memoryManager,
+ const IBackendInternal::IBackendSpecificModelContextPtr& modelContextPtr)
+ : m_MemoryManager(memoryManager), m_ModelContextPtr(modelContextPtr)
{
}
@@ -184,8 +199,22 @@ std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateConvertFp32ToFp16(
std::unique_ptr<armnn::IWorkload> NeonWorkloadFactory::CreateConvolution2d(
const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const
{
- return std::make_unique<NeonConvolution2dWorkload>(descriptor, info,
- m_MemoryManager->GetIntraLayerManager());
+ bool isFastMathEnabled = false;
+ if (m_ModelContextPtr)
+ {
+ if (m_ModelContextPtr.get() != nullptr)
+ {
+ auto modelOptions = dynamic_cast<NeonBackendModelContext*>(m_ModelContextPtr.get());
+ if (modelOptions)
+ {
+ isFastMathEnabled = modelOptions->IsFastMathEnabled();
+ }
+ }
+ }
+ return std::make_unique<NeonConvolution2dWorkload>(descriptor,
+ info,
+ m_MemoryManager->GetIntraLayerManager(),
+ isFastMathEnabled);
}
std::unique_ptr<IWorkload> NeonWorkloadFactory::CreateDebug(const DebugQueueDescriptor& descriptor,