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review.mlplatform.org / ml / armnn / e9444751017fe108ce80fd5c270d04fffeb14e1e / . / src / backends / cl / workloads / ClResizeWorkload.cpp
blob: e47740624eaf7ce6c2e047d76b86b0f4cfa7f378 [file] [log] [blame]
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]1//
2// Copyright © 2017 Arm Ltd. All rights reserved.
3// SPDX-License-Identifier: MIT
4//
5
6#include "ClResizeWorkload.hpp"
7
8#include "ClWorkloadUtils.hpp"
9
10#include <aclCommon/ArmComputeUtils.hpp>
11#include <aclCommon/ArmComputeTensorUtils.hpp>
12
13#include <backendsCommon/CpuTensorHandle.hpp>
14
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]15#include <cl/ClTensorHandle.hpp>
16
17using namespace armnn::armcomputetensorutils;
18
19namespace armnn
20{
21
22arm_compute::Status ClResizeWorkloadValidate(const TensorInfo& input,
23 const TensorInfo& output,
24 const ResizeDescriptor& descriptor)
25{
26 arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
27 arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);
28
29 arm_compute::DataLayout aclDataLayout = ConvertDataLayout(descriptor.m_DataLayout);
30 aclInputInfo.set_data_layout(aclDataLayout);
31 aclOutputInfo.set_data_layout(aclDataLayout);
32
33 arm_compute::InterpolationPolicy aclInterpolationPolicy =
34 ConvertResizeMethodToAclInterpolationPolicy(descriptor.m_Method);
35
David Monahan9b14bfc2020-06-30 15:57:56 +0100[diff] [blame]36 arm_compute::SamplingPolicy samplingPolicy = descriptor.m_HalfPixelCenters ? arm_compute::SamplingPolicy::CENTER :
37 arm_compute::SamplingPolicy::TOP_LEFT;
38
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]39 return arm_compute::CLScale::validate(&aclInputInfo,
40 &aclOutputInfo,
David Monahan9b14bfc2020-06-30 15:57:56 +0100[diff] [blame]41 arm_compute::ScaleKernelInfo(aclInterpolationPolicy,
42 arm_compute::BorderMode::REPLICATE,
43 arm_compute::PixelValue(0.f),
44 samplingPolicy,
45 true,
46 descriptor.m_AlignCorners));
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]47}
48
Sadik Armagane9444752020-12-02 11:28:58 +0000[diff] [blame^]49ClResizeWorkload::ClResizeWorkload(const ResizeQueueDescriptor& descriptor,
50 const WorkloadInfo& info,
51 const arm_compute::CLCompileContext& clCompileContext)
52 : BaseWorkload<ResizeQueueDescriptor>(descriptor, info)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]53{
54 m_Data.ValidateInputsOutputs("ClResizeWorkload", 1, 1);
55
56 arm_compute::ICLTensor& input = static_cast<IClTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
57 arm_compute::ICLTensor& output = static_cast<IClTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();
58
59 arm_compute::DataLayout aclDataLayout = ConvertDataLayout(m_Data.m_Parameters.m_DataLayout);
60 input.info()->set_data_layout(aclDataLayout);
61 output.info()->set_data_layout(aclDataLayout);
62
63 arm_compute::InterpolationPolicy aclInterpolationPolicy =
64 ConvertResizeMethodToAclInterpolationPolicy(descriptor.m_Parameters.m_Method);
65
David Monahan9b14bfc2020-06-30 15:57:56 +0100[diff] [blame]66 arm_compute::SamplingPolicy samplingPolicy = descriptor.m_Parameters.m_HalfPixelCenters
67 ? arm_compute::SamplingPolicy::CENTER
68 : arm_compute::SamplingPolicy::TOP_LEFT;
69
Sadik Armagane9444752020-12-02 11:28:58 +0000[diff] [blame^]70 m_ResizeLayer.configure(clCompileContext,
71 &input,
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]72 &output,
David Monahan9b14bfc2020-06-30 15:57:56 +0100[diff] [blame]73 arm_compute::ScaleKernelInfo(aclInterpolationPolicy,
74 arm_compute::BorderMode::REPLICATE,
75 arm_compute::PixelValue(0.f),
76 samplingPolicy,
77 true,
78 descriptor.m_Parameters.m_AlignCorners));
79
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]80};
81
82void ClResizeWorkload::Execute() const
83{
84 ARMNN_SCOPED_PROFILING_EVENT_CL("ClResizeWorkload_Execute");
85 RunClFunction(m_ResizeLayer, CHECK_LOCATION());
86}
87
88} //namespace armnn