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authorTeresa Charlin <teresa.charlinreyes@arm.com>2020-07-20 14:23:02 +0100
committerJim Flynn <jim.flynn@arm.com>2020-07-24 22:51:19 +0000
commit8398edcfb933b638ddf4b88d84d6e188c49b1e0d (patch)
tree2dbb158b19c135007baf6178d84acf9e770938d9 /src/backends/cl/workloads
parent2ebe095eec687f03c2f23051b31cfa4309d3e67b (diff)
downloadarmnn-8398edcfb933b638ddf4b88d84d6e188c49b1e0d.tar.gz
IVGCVSW-3896 Add CL LOG_SOFTMAX Workload
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6c5704c6c7bcf1dd008061c037c81a712365aa74
Diffstat (limited to 'src/backends/cl/workloads')
-rw-r--r--src/backends/cl/workloads/CMakeLists.txt4
-rw-r--r--src/backends/cl/workloads/ClLogSoftmaxWorkload.cpp48
-rw-r--r--src/backends/cl/workloads/ClLogSoftmaxWorkload.hpp35
-rw-r--r--src/backends/cl/workloads/ClWorkloads.hpp3
4 files changed, 88 insertions, 2 deletions
diff --git a/src/backends/cl/workloads/CMakeLists.txt b/src/backends/cl/workloads/CMakeLists.txt
index fe9c9fa5c7..24c09ad429 100644
--- a/src/backends/cl/workloads/CMakeLists.txt
+++ b/src/backends/cl/workloads/CMakeLists.txt
@@ -1,5 +1,5 @@
#
-# Copyright © 2017 Arm Ltd. All rights reserved.
+# Copyright © 2017 Arm Ltd anc Contributors. All rights reserved.
# SPDX-License-Identifier: MIT
#
@@ -50,6 +50,8 @@ list(APPEND armnnClBackendWorkloads_sources
ClInstanceNormalizationWorkload.hpp
ClL2NormalizationFloatWorkload.cpp
ClL2NormalizationFloatWorkload.hpp
+ ClLogSoftmaxWorkload.cpp
+ ClLogSoftmaxWorkload.hpp
ClLstmFloatWorkload.cpp
ClLstmFloatWorkload.hpp
ClMaximumWorkload.cpp
diff --git a/src/backends/cl/workloads/ClLogSoftmaxWorkload.cpp b/src/backends/cl/workloads/ClLogSoftmaxWorkload.cpp
new file mode 100644
index 0000000000..bd14d514d2
--- /dev/null
+++ b/src/backends/cl/workloads/ClLogSoftmaxWorkload.cpp
@@ -0,0 +1,48 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ClLogSoftmaxWorkload.hpp"
+#include "ClWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+#include <aclCommon/ArmComputeUtils.hpp>
+
+#include <cl/ClTensorHandle.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status ClLogSoftmaxWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const LogSoftmaxDescriptor& descriptor)
+{
+ const arm_compute::TensorInfo aclInputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutputInfo = armcomputetensorutils::BuildArmComputeTensorInfo(output);
+
+ unsigned int aclAxis = ComputeSoftmaxAclAxis<unsigned int>(descriptor, input);
+ return arm_compute::CLLogSoftmaxLayer::validate(&aclInputInfo, &aclOutputInfo, descriptor.m_Beta, aclAxis);
+}
+
+ClLogSoftmaxWorkload::ClLogSoftmaxWorkload(const LogSoftmaxQueueDescriptor& descriptor, const WorkloadInfo& info,
+ std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager)
+ : BaseWorkload<LogSoftmaxQueueDescriptor>(descriptor, info)
+ , m_LogSoftmaxLayer(memoryManager)
+{
+ m_Data.ValidateInputsOutputs("ClLogSoftmaxWorkload", 1, 1);
+
+ arm_compute::ICLTensor& input = static_cast<ClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ICLTensor& output = static_cast<ClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ unsigned int aclAxis = ComputeSoftmaxAclAxis<unsigned int>(m_Data.m_Parameters, info.m_InputTensorInfos[0]);
+ m_LogSoftmaxLayer.configure(&input, &output, m_Data.m_Parameters.m_Beta, aclAxis);
+}
+
+void ClLogSoftmaxWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_CL("ClLogSoftmaxWorkload_Execute");
+ RunClFunction(m_LogSoftmaxLayer, CHECK_LOCATION());
+}
+
+} // namespace armnn
diff --git a/src/backends/cl/workloads/ClLogSoftmaxWorkload.hpp b/src/backends/cl/workloads/ClLogSoftmaxWorkload.hpp
new file mode 100644
index 0000000000..9b531add19
--- /dev/null
+++ b/src/backends/cl/workloads/ClLogSoftmaxWorkload.hpp
@@ -0,0 +1,35 @@
+//
+// Copyright © 2020 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#pragma once
+
+#include <armnn/Descriptors.hpp>
+
+#include <arm_compute/core/Error.h>
+#include <arm_compute/runtime/MemoryManagerOnDemand.h>
+#include <arm_compute/runtime/CL/functions/CLSoftmaxLayer.h>
+
+
+#include <backendsCommon/Workload.hpp>
+
+namespace armnn
+{
+
+arm_compute::Status ClLogSoftmaxWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output,
+ const LogSoftmaxDescriptor& descriptor);
+
+class ClLogSoftmaxWorkload : public BaseWorkload<LogSoftmaxQueueDescriptor>
+{
+public:
+ ClLogSoftmaxWorkload(const LogSoftmaxQueueDescriptor& descriptor, const WorkloadInfo& info,
+ std::shared_ptr<arm_compute::MemoryManagerOnDemand>& memoryManager);
+ void Execute() const override;
+
+private:
+ mutable arm_compute::CLLogSoftmaxLayer m_LogSoftmaxLayer;
+};
+
+} // namespace armnn
diff --git a/src/backends/cl/workloads/ClWorkloads.hpp b/src/backends/cl/workloads/ClWorkloads.hpp
index 99f3e62de7..b48e5a62f6 100644
--- a/src/backends/cl/workloads/ClWorkloads.hpp
+++ b/src/backends/cl/workloads/ClWorkloads.hpp
@@ -1,5 +1,5 @@
//
-// Copyright © 2017 Arm Ltd. All rights reserved.
+// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
@@ -24,6 +24,7 @@
#include "ClGatherWorkload.hpp"
#include "ClInstanceNormalizationWorkload.hpp"
#include "ClL2NormalizationFloatWorkload.hpp"
+#include "ClLogSoftmaxWorkload.hpp"
#include "ClLstmFloatWorkload.hpp"
#include "ClConcatWorkload.hpp"
#include "ClMaximumWorkload.hpp"