ArmNN
 20.08
NeonDetectionPostProcessWorkload.hpp
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1 //
2 // Copyright © 2019 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #pragma once
7 
9 
10 #include <arm_compute/core/Error.h>
11 #include <arm_compute/runtime/NEON/functions/NEDetectionPostProcessLayer.h>
12 
13 namespace armnn
14 {
15 
17  const TensorInfo& scores,
18  const TensorInfo& anchors,
19  const TensorInfo& detectionBoxes,
20  const TensorInfo& detectionClasses,
21  const TensorInfo& detectionScores,
22  const TensorInfo& numDetections,
23  const DetectionPostProcessDescriptor &desc);
24 
25 class NeonDetectionPostProcessWorkload : public BaseWorkload<DetectionPostProcessQueueDescriptor>
26 {
27 public:
29  const DetectionPostProcessQueueDescriptor& descriptor,
30  const WorkloadInfo& info);
31  virtual void Execute() const override;
32 
33 private:
34  mutable arm_compute::NEDetectionPostProcessLayer m_Func;
35 
36  std::unique_ptr<arm_compute::Tensor> m_Anchors;
37 
38 };
39 
40 } // namespace armnn
std::vector< float > boxEncodings({ 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, -1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f })
Copyright (c) 2020 ARM Limited.
arm_compute::Status NeonDetectionPostProcessValidate(const TensorInfo &boxEncodings, const TensorInfo &scores, const TensorInfo &anchors, const TensorInfo &detectionBoxes, const TensorInfo &detectionClasses, const TensorInfo &detectionScores, const TensorInfo &numDetections, const DetectionPostProcessDescriptor &desc)
NeonDetectionPostProcessWorkload(const DetectionPostProcessQueueDescriptor &descriptor, const WorkloadInfo &info)
Status
enumeration
Definition: Types.hpp:26
std::vector< float > scores({ 0.0f, 0.9f, 0.8f, 0.0f, 0.75f, 0.72f, 0.0f, 0.6f, 0.5f, 0.0f, 0.93f, 0.95f, 0.0f, 0.5f, 0.4f, 0.0f, 0.3f, 0.2f })
Contains information about inputs and outputs to a layer.
virtual void Execute() const override
std::vector< float > anchors({ 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 0.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 10.5f, 1.0f, 1.0f, 0.5f, 100.5f, 1.0f, 1.0f })