aboutsummaryrefslogtreecommitdiff
path: root/src/armnn/backends/NeonWorkloads/NeonPooling2dBaseWorkload.cpp
blob: 6d6a49215592fc002e42077f4e6eb26c27d9951a (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// See LICENSE file in the project root for full license information.
//

#include "NeonPooling2dBaseWorkload.hpp"
#include "backends/NeonLayerSupport.hpp"
#include "backends/NeonTensorHandle.hpp"
#include "backends/ArmComputeUtils.hpp"
#include "backends/ArmComputeTensorUtils.hpp"

namespace armnn
{
using namespace armcomputetensorutils;

arm_compute::Status NeonPooling2dWorkloadValidate(const TensorInfo& input,
    const TensorInfo& output,
    const Pooling2dDescriptor& descriptor)
{
    const arm_compute::TensorInfo aclInputInfo = BuildArmComputeTensorInfo(input);
    const arm_compute::TensorInfo aclOutputInfo = BuildArmComputeTensorInfo(output);

    arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(descriptor);

    return arm_compute::NEPoolingLayer::validate(&aclInputInfo, &aclOutputInfo, layerInfo);
}

template <armnn::DataType dataType>
NeonPooling2dBaseWorkload<dataType>::NeonPooling2dBaseWorkload(
    const Pooling2dQueueDescriptor& descriptor, const WorkloadInfo& info, const std::string& name)
    : TypedWorkload<Pooling2dQueueDescriptor, dataType>(descriptor, info)
{
    m_Data.ValidateInputsOutputs(name, 1, 1);

    arm_compute::ITensor& input = boost::polymorphic_downcast<INeonTensorHandle*>(m_Data.m_Inputs[0])->GetTensor();
    arm_compute::ITensor& output = boost::polymorphic_downcast<INeonTensorHandle*>(m_Data.m_Outputs[0])->GetTensor();

    arm_compute::PoolingLayerInfo layerInfo = BuildArmComputePoolingLayerInfo(m_Data.m_Parameters);

    m_PoolingLayer.configure(&input, &output, layerInfo);
}

template class NeonPooling2dBaseWorkload<DataType::Float32>;
template class NeonPooling2dBaseWorkload<DataType::QuantisedAsymm8>;

} //namespace armnn