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telsoa014fcda012018-03-09 14:13:49 +00001//
2// Copyright © 2017 Arm Ltd. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +01003// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +00004//
5
Matthew Benthame2ec3302018-10-01 11:32:48 +01006#include "ClMultiplicationWorkload.hpp"
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +00007#include <cl/ClTensorHandle.hpp>
8#include <backendsCommon/CpuTensorHandle.hpp>
Matthew Bentham14e46692018-09-20 15:35:30 +01009#include "ClWorkloadUtils.hpp"
telsoa014fcda012018-03-09 14:13:49 +000010
11namespace armnn
12{
13
telsoa01c577f2c2018-08-31 09:22:23 +010014arm_compute::Status ClMultiplicationWorkloadValidate(const TensorInfo& input0,
15 const TensorInfo& input1,
16 const TensorInfo& output)
17{
18 const arm_compute::TensorInfo aclInput1 = armcomputetensorutils::BuildArmComputeTensorInfo(input0);
19 const arm_compute::TensorInfo aclInput2 = armcomputetensorutils::BuildArmComputeTensorInfo(input1);
20 const arm_compute::TensorInfo aclOutput = armcomputetensorutils::BuildArmComputeTensorInfo(output);
21
22 // At the time of writing, configure() will fail if a rounding policy other than TO_ZERO is supplied to it,
23 // when providing a scale of 1.0 for F32 tensors, even though the provided rounding policy appears to be
24 // ignored for F32 tensors.
25 return arm_compute::CLPixelWiseMultiplication::validate(&aclInput1,
26 &aclInput2,
27 &aclOutput,
28 1.0f,
29 arm_compute::ConvertPolicy::SATURATE,
30 arm_compute::RoundingPolicy::TO_ZERO);
31}
32
33
Matthew Benthame2ec3302018-10-01 11:32:48 +010034ClMultiplicationWorkload::ClMultiplicationWorkload(const MultiplicationQueueDescriptor& descriptor,
35 const WorkloadInfo& info)
36 : BaseWorkload<MultiplicationQueueDescriptor>(descriptor, info)
telsoa014fcda012018-03-09 14:13:49 +000037{
Matthew Benthame2ec3302018-10-01 11:32:48 +010038 m_Data.ValidateInputsOutputs("ClMultiplicationWorkload", 2, 1);
telsoa014fcda012018-03-09 14:13:49 +000039
40 arm_compute::ICLTensor& input0 = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
41 arm_compute::ICLTensor& input1 = static_cast<IClTensorHandle*>(m_Data.m_Inputs[1])->GetTensor();
42 arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
43 // Construct
44 m_PixelWiseMultiplication.configure(&input0,
45 &input1,
46 &output,
47 1.0f,
48 arm_compute::ConvertPolicy::SATURATE,
49 arm_compute::RoundingPolicy::TO_NEAREST_EVEN);
50}
51
Matthew Benthame2ec3302018-10-01 11:32:48 +010052void ClMultiplicationWorkload::Execute() const
telsoa014fcda012018-03-09 14:13:49 +000053{
Matthew Benthame2ec3302018-10-01 11:32:48 +010054 ARMNN_SCOPED_PROFILING_EVENT_CL("ClMultiplicationWorkload_Execute");
Aron Virginas-Tara8e06ed2018-10-19 16:46:15 +010055 RunClFunction(m_PixelWiseMultiplication, CHECK_LOCATION());
telsoa014fcda012018-03-09 14:13:49 +000056}
57
58} //namespace armnn