diff options
Diffstat (limited to 'src/backends/cl/ClBackend.cpp')
-rw-r--r-- | src/backends/cl/ClBackend.cpp | 24 |
1 files changed, 23 insertions, 1 deletions
diff --git a/src/backends/cl/ClBackend.cpp b/src/backends/cl/ClBackend.cpp index f97cb4bba8..92a06aa8e1 100644 --- a/src/backends/cl/ClBackend.cpp +++ b/src/backends/cl/ClBackend.cpp @@ -29,6 +29,7 @@ #include "workloads/ClDivisionWorkload.hpp" #include "workloads/ClFullyConnectedWorkload.hpp" #include "workloads/ClMultiplicationWorkload.hpp" +#include "workloads/ClReduceWorkload.hpp" #include "workloads/ClSubtractionWorkload.hpp" #include <Optimizer.hpp> @@ -188,7 +189,8 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph, if ((base.GetType() == LayerType::DepthwiseConvolution2d || base.GetType() == LayerType::Convolution2d || base.GetType() == LayerType::BatchNormalization || base.GetType() == LayerType::FullyConnected || base.GetType() == LayerType::Addition || base.GetType() == LayerType::Multiplication - || base.GetType() == LayerType::Subtraction || base.GetType() == LayerType::Division) + || base.GetType() == LayerType::Subtraction || base.GetType() == LayerType::Division + || base.GetType() == LayerType::Reduce) && (base.GetAdditionalInformation<ActivationDescriptor>() == nullptr)) { for (auto output = base.BeginOutputSlots(); output != base.EndOutputSlots(); ++output) @@ -412,6 +414,26 @@ OptimizationViews ClBackend::OptimizeSubgraphView(const SubgraphView& subgraph, } } } + + // Separate check for Reduce as we aren't fusing with activation layer + if (base.GetType() == LayerType::Reduce) + { + ReduceLayer* baseLayer = PolymorphicDowncast<ReduceLayer*>(&base); + + // Get params from base layer + ReduceDescriptor reduceDescriptor = baseLayer->GetParameters(); + + arm_compute::Status status = ClReduceWorkloadValidate( + baseLayer->GetInputSlot(0).GetConnectedOutputSlot()->GetTensorInfo(), + baseLayer->GetOutputSlot(0).GetTensorInfo(), + reduceDescriptor); + + if (status) + { + ChainReduceLayers<ReduceLayer>(optimizationViews, baseLayer, reduceDescriptor); + untouched.erase(baseLayer->GetGuid()); + } + } } } } |