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authorJim Flynn <jim.flynn@arm.com>2019-05-29 16:20:16 +0100
committerNarumol Prangnawarat <narumol.prangnawarat@arm.com>2019-05-31 14:24:49 +0000
commit983daec95bd3b3e5558771e995092981f2df2373 (patch)
tree16884f1abb4dcbb2e3997a804f2b2a56c28db9fe /src/backends/cl/workloads/ClDequantizeWorkload.cpp
parent120522aee38d756f9c963e1b5b4da12b66ac5a40 (diff)
downloadarmnn-983daec95bd3b3e5558771e995092981f2df2373.tar.gz
IVGCVSW-3147 Add CL Dequantization workload
Change-Id: I9baf6af3d98a26005a31075cd9c4e1f40938789b Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Diffstat (limited to 'src/backends/cl/workloads/ClDequantizeWorkload.cpp')
-rw-r--r--src/backends/cl/workloads/ClDequantizeWorkload.cpp55
1 files changed, 55 insertions, 0 deletions
diff --git a/src/backends/cl/workloads/ClDequantizeWorkload.cpp b/src/backends/cl/workloads/ClDequantizeWorkload.cpp
new file mode 100644
index 0000000000..67a555a020
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+++ b/src/backends/cl/workloads/ClDequantizeWorkload.cpp
@@ -0,0 +1,55 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ClDequantizeWorkload.hpp"
+#include "ClWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+#include <backendsCommon/CpuTensorHandle.hpp>
+
+#include <arm_compute/core/Types.h>
+
+#include <cl/ClLayerSupport.hpp>
+#include <cl/ClTensorHandle.hpp>
+
+#include <boost/polymorphic_pointer_cast.hpp>
+
+namespace armnn
+{
+using namespace armcomputetensorutils;
+
+arm_compute::Status ClDequantizeWorkloadValidate(const TensorInfo& input, const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
+
+ return arm_compute::CLDequantizationLayer::validate(&aclInputInfo, &aclOutputInfo);
+}
+
+ClDequantizeWorkload::ClDequantizeWorkload(const DequantizeQueueDescriptor& descriptor,
+ const WorkloadInfo& workloadInfo)
+ : BaseWorkload<DequantizeQueueDescriptor>(descriptor, workloadInfo)
+{
+ arm_compute::ICLTensor& input = boost::polymorphic_pointer_downcast<IClTensorHandle>(
+ m_Data.m_Inputs[0])->GetTensor();
+
+ arm_compute::ICLTensor& output = boost::polymorphic_pointer_downcast<IClTensorHandle>(
+ m_Data.m_Outputs[0])->GetTensor();
+
+ m_Layer.reset(new arm_compute::CLDequantizationLayer());
+ m_Layer->configure(&input, &output);
+ m_Layer->prepare();
+}
+
+void ClDequantizeWorkload::Execute() const
+{
+ if (m_Layer)
+ {
+ ARMNN_SCOPED_PROFILING_EVENT_CL("ClDequantizeWorkload_Execute");
+ m_Layer->run();
+ }
+}
+
+} // namespace armnn