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
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
|
//
// Copyright © 2017 Arm Ltd. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include "RefComparisonWorkload.hpp"
#include "ElementwiseFunction.hpp"
#include "RefWorkloadUtils.hpp"
#include "Profiling.hpp"
#include <vector>
namespace armnn {
template <typename Functor, typename ParentDescriptor, typename armnn::StringMapping::Id DebugString>
void RefComparisonWorkload<Functor, ParentDescriptor, DebugString>::Execute() const
{
ARMNN_SCOPED_PROFILING_EVENT(Compute::CpuRef, StringMapping::Instance().Get(DebugString));
const TensorInfo& inputInfo0 = GetTensorInfo(m_Data.m_Inputs[0]);
const TensorInfo& inputInfo1 = GetTensorInfo(m_Data.m_Inputs[1]);
const TensorInfo& outputInfo = GetTensorInfo(m_Data.m_Outputs[0]);
const TensorShape& inShape0 = inputInfo0.GetShape();
const TensorShape& inShape1 = inputInfo1.GetShape();
const TensorShape& outShape = outputInfo.GetShape();
switch(inputInfo0.GetDataType())
{
case armnn::DataType::QuantisedAsymm8:
{
QASymm8Decoder decodeIterator0(GetInputTensorDataU8(0, m_Data),
inputInfo0.GetQuantizationScale(),
inputInfo0.GetQuantizationOffset());
QASymm8Decoder decodeIterator1(GetInputTensorDataU8(1, m_Data),
inputInfo1.GetQuantizationScale(),
inputInfo1.GetQuantizationOffset());
BooleanEncoder encodeIterator0(GetOutputTensorDataU8(0, m_Data));
ElementwiseFunction<Functor, Decoder, ComparisonEncoder>(inShape0,
inShape1,
outShape,
decodeIterator0,
decodeIterator1,
encodeIterator0);
break;
}
case armnn::DataType::Float32:
{
FloatDecoder decodeIterator0(GetInputTensorDataFloat(0, m_Data));
FloatDecoder decodeIterator1(GetInputTensorDataFloat(1, m_Data));
BooleanEncoder encodeIterator0(GetOutputTensorDataU8(0, m_Data));
ElementwiseFunction<Functor, Decoder, ComparisonEncoder>(inShape0,
inShape1,
outShape,
decodeIterator0,
decodeIterator1,
encodeIterator0);
break;
}
default:
BOOST_ASSERT_MSG(false, "RefComparisonWorkload: Not supported Data Type!");
break;
}
}
}
template class armnn::RefComparisonWorkload<std::equal_to<float>,
armnn::EqualQueueDescriptor,
armnn::StringMapping::RefEqualWorkload_Execute>;
template class armnn::RefComparisonWorkload<std::greater<float>,
armnn::GreaterQueueDescriptor,
armnn::StringMapping::RefGreaterWorkload_Execute>;
|
