aboutsummaryrefslogtreecommitdiff
path: root/src/backends/neon/workloads/NeonConvolution2dWorkload.hpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/backends/neon/workloads/NeonConvolution2dWorkload.hpp')
-rw-r--r--src/backends/neon/workloads/NeonConvolution2dWorkload.hpp47
1 files changed, 47 insertions, 0 deletions
diff --git a/src/backends/neon/workloads/NeonConvolution2dWorkload.hpp b/src/backends/neon/workloads/NeonConvolution2dWorkload.hpp
new file mode 100644
index 0000000000..573bb1a3e2
--- /dev/null
+++ b/src/backends/neon/workloads/NeonConvolution2dWorkload.hpp
@@ -0,0 +1,47 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <backends/aclCommon/ArmComputeTensorUtils.hpp>
+#include <backends/CpuTensorHandle.hpp>
+#include <backends/neon/NeonLayerSupport.hpp>
+#include <backends/neon/workloads/NeonWorkloadUtils.hpp>
+#include <backends/Workload.hpp>
+
+#include <arm_compute/runtime/MemoryManagerOnDemand.h>
+
+#include <memory>
+
+namespace armnn
+{
+
+arm_compute::Status NeonConvolution2dWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const Convolution2dDescriptor& descriptor,
+ const TensorInfo& weights,
+ const Optional<TensorInfo>& biases);
+
+class NeonConvolution2dWorkload : public BaseWorkload<Convolution2dQueueDescriptor>
+{
+public:
+ using BaseWorkload<Convolution2dQueueDescriptor>::m_Data;
+
+ NeonConvolution2dWorkload(const Convolution2dQueueDescriptor& descriptor, const WorkloadInfo& info,
+ std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager);
+
+ void Execute() const override;
+
+private:
+ std::unique_ptr<arm_compute::IFunction> m_ConvolutionLayer;
+
+ std::unique_ptr<arm_compute::Tensor> m_KernelTensor;
+ std::unique_ptr<arm_compute::Tensor> m_BiasTensor;
+
+ void FreeUnusedTensors();
+
+};
+
+} //namespace armnn