ArmNN
 21.08
Gather.cpp
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1 //
2 // Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
3 // SPDX-License-Identifier: MIT
4 //
5 
6 #include "Gather.hpp"
7 
8 #include "RefWorkloadUtils.hpp"
9 
13 
14 namespace armnn
15 {
16 
17 void Gather(const TensorInfo& paramsInfo,
18  const TensorInfo& indicesInfo,
19  const TensorInfo& outputInfo,
20  Decoder<float>& params,
21  const int32_t* indices,
22  Encoder<float>& output,
23  const int32_t axis)
24 {
25  IgnoreUnused(outputInfo);
26  IgnoreUnused(axis);
27 
28  const TensorShape& paramsShape = paramsInfo.GetShape();
29 
30  unsigned int paramsProduct = 1;
31  for (unsigned int i = 1; i < paramsInfo.GetNumDimensions(); ++i)
32  {
33  paramsProduct = paramsProduct * paramsShape[i];
34  }
35 
36  unsigned int outIndex = 0;
37  for (unsigned int i = 0; i < indicesInfo.GetNumElements(); ++i)
38  {
39  unsigned int indx = armnn::numeric_cast<unsigned int>(indices[i]);
40 
41  ARMNN_ASSERT(indices[i] >= 0 && indx < paramsShape[0]);
42 
43  unsigned int startOffset = indx * paramsProduct;
44  unsigned int endOffset = startOffset + paramsProduct;
45 
46  for (unsigned int j = startOffset; j < endOffset; ++j)
47  {
48  params[j];
49  float outputValue = params.Get();
50  output[outIndex];
51  output.Set(outputValue);
52  ++outIndex;
53  }
54  }
55 
56  ARMNN_ASSERT(outIndex == outputInfo.GetNumElements());
57 }
58 
59 } //namespace armnn
const TensorShape & GetShape() const
Definition: Tensor.hpp:191
virtual void Set(IType right)=0
Copyright (c) 2021 ARM Limited and Contributors.
void IgnoreUnused(Ts &&...)
virtual IType Get() const =0
void Gather(const TensorInfo &paramsInfo, const TensorInfo &indicesInfo, const TensorInfo &outputInfo, Decoder< float > &params, const int32_t *indices, Encoder< float > &output, const int32_t axis)
Definition: Gather.cpp:17
#define ARMNN_ASSERT(COND)
Definition: Assert.hpp:14
std::enable_if_t< std::is_unsigned< Source >::value &&std::is_unsigned< Dest >::value, Dest > numeric_cast(Source source)
Definition: NumericCast.hpp:35
unsigned int GetNumDimensions() const
Definition: Tensor.hpp:195
unsigned int GetNumElements() const
Definition: Tensor.hpp:196