IVGCVSW-3186 Add ClQuantizeWorkload
* Added ClQuantizeWorkload to enable quantization on CL backend
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Id49d5ec29514f6f853c2500a34b1a12444c49168
diff --git a/src/backends/cl/workloads/ClQuantizeWorkload.cpp b/src/backends/cl/workloads/ClQuantizeWorkload.cpp
new file mode 100644
index 0000000..230e346
--- /dev/null
+++ b/src/backends/cl/workloads/ClQuantizeWorkload.cpp
@@ -0,0 +1,47 @@
+//
+// Copyright © 2017 Arm Ltd. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+
+#include "ClQuantizeWorkload.hpp"
+#include "ClWorkloadUtils.hpp"
+
+#include <aclCommon/ArmComputeUtils.hpp>
+#include <aclCommon/ArmComputeTensorUtils.hpp>
+
+#include <backendsCommon/CpuTensorHandle.hpp>
+
+#include <cl/ClLayerSupport.hpp>
+#include <cl/ClTensorHandle.hpp>
+#include <cl/ClLayerSupport.hpp>
+
+namespace armnn
+{
+using namespace armcomputetensorutils;
+
+arm_compute::Status ClQuantizeWorkloadValidate(const TensorInfo& input,
+ const TensorInfo& output)
+{
+ const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
+ const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
+
+ return arm_compute::CLQuantizationLayer::validate(&aclInputInfo,
+ &aclOutputInfo);
+}
+
+ClQuantizeWorkload::ClQuantizeWorkload(const QuantizeQueueDescriptor& descriptor, const WorkloadInfo& info)
+ : BaseWorkload<QuantizeQueueDescriptor>(descriptor, info)
+{
+ arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
+ arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
+
+ m_Layer.configure(&input, &output);
+}
+
+void ClQuantizeWorkload::Execute() const
+{
+ ARMNN_SCOPED_PROFILING_EVENT_CL("ClQuantizeWorkload_Execute");
+ RunClFunction(m_Layer, CHECK_LOCATION());
+}
+
+} //namespace armnn