ArmNN
 20.02
Gather.cpp
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1 //
2 // Copyright © 2017 Arm Ltd. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "Gather.hpp"
7 
8 #include "RefWorkloadUtils.hpp"
9 
12 
13 #include <boost/numeric/conversion/cast.hpp>
14 
15 namespace armnn
16 {
17 
18 void Gather(const TensorInfo& paramsInfo,
19  const TensorInfo& indicesInfo,
20  const TensorInfo& outputInfo,
21  Decoder<float>& params,
22  const int32_t* indices,
23  Encoder<float>& output)
24 {
25  IgnoreUnused(outputInfo);
26  const TensorShape& paramsShape = paramsInfo.GetShape();
27 
28  unsigned int paramsProduct = 1;
29  for (unsigned int i = 1; i < paramsInfo.GetNumDimensions(); ++i)
30  {
31  paramsProduct = paramsProduct * paramsShape[i];
32  }
33 
34  unsigned int outIndex = 0;
35  for (unsigned int i = 0; i < indicesInfo.GetNumElements(); ++i)
36  {
37  unsigned int indx = boost::numeric_cast<unsigned int>(indices[i]);
38 
39  BOOST_ASSERT(indices[i] >= 0 && indx < paramsShape[0]);
40 
41  unsigned int startOffset = indx * paramsProduct;
42  unsigned int endOffset = startOffset + paramsProduct;
43 
44  for (unsigned int j = startOffset; j < endOffset; ++j)
45  {
46  params[j];
47  float outputValue = params.Get();
48  output[outIndex];
49  output.Set(outputValue);
50  ++outIndex;
51  }
52  }
53 
54  BOOST_ASSERT(outIndex == outputInfo.GetNumElements());
55 }
56 
57 } //namespace armnn
const TensorShape & GetShape() const
Definition: Tensor.hpp:88
virtual void Set(IType right)=0
Copyright (c) 2020 ARM Limited.
void IgnoreUnused(Ts &&...)
virtual IType Get() const =0
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
Definition: NumericCast.hpp:33
void Gather(const TensorInfo &paramsInfo, const TensorInfo &indicesInfo, const TensorInfo &outputInfo, Decoder< float > &params, const int32_t *indices, Encoder< float > &output)
Definition: Gather.cpp:18
unsigned int GetNumDimensions() const
Definition: Tensor.hpp:92
unsigned int GetNumElements() const
Definition: Tensor.hpp:93