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hub / github.com/ARM-software/ComputeLibrary / reverse

Function reverse

tests/validation/reference/Reverse.cpp:39–98  ·  view source on GitHub ↗

Source from the content-addressed store, hash-verified

37{
38template <typename T>
39SimpleTensor<T> reverse(const SimpleTensor<T> &src, const SimpleTensor<int32_t> &axis, bool use_inverted_axis)
40{
41 ARM_COMPUTE_ERROR_ON(src.shape().num_dimensions() > 4);
42 ARM_COMPUTE_ERROR_ON(axis.shape().num_dimensions() > 1);
43 ARM_COMPUTE_ERROR_ON(axis.shape().x() > 4);
44
45 // Create reference
46 SimpleTensor<T> dst{src.shape(), src.data_type(), src.num_channels(), src.quantization_info()};
47
48 const unsigned int width = src.shape()[0];
49 const unsigned int height = src.shape()[1];
50 const unsigned int depth = src.shape()[2];
51 const unsigned int batches = src.shape()[3];
52
53 const int rank = src.shape().num_dimensions();
54
55 std::array<bool, 4> to_reverse = {{false, false, false, false}};
56 for (int i = 0; i < axis.num_elements(); ++i)
57 {
58 int axis_i = axis[i];
59
60 // The values of axis tensor must be between [-rank, rank-1].
61 if ((axis_i < -rank) || (axis_i >= rank))
62 {
63 ARM_COMPUTE_ERROR("the values of the axis tensor must be within [-rank, rank-1].");
64 }
65
66 // In case of negative axis value i.e targeted axis(i) = rank + axis(i)
67 if (axis_i < 0)
68 {
69 axis_i = rank + axis_i;
70 }
71
72 // Reverse ACL axis indices convention i.e. (inverted)axis = (tensor_rank - 1) - axis
73 if (use_inverted_axis)
74 {
75 axis_i = (rank - 1) - axis_i;
76 }
77
78 to_reverse[axis_i] = true;
79 }
80
81 const uint32_t num_elements = src.num_elements();
82
83#if defined(_OPENMP)
84#pragma omp parallel for
85#endif /* _OPENMP */
86 for (uint32_t i = 0; i < num_elements; ++i)
87 {
88 const Coordinates src_coord = index2coord(src.shape(), i);
89 const unsigned int dst_x = to_reverse[0] ? width - src_coord[0] - 1 : src_coord[0];
90 const unsigned int dst_y = to_reverse[1] ? height - src_coord[1] - 1 : src_coord[1];
91 const unsigned int dst_z = to_reverse[2] ? depth - src_coord[2] - 1 : src_coord[2];
92 const unsigned int dst_w = to_reverse[3] ? batches - src_coord[3] - 1 : src_coord[3];
93
94 dst[coord2index(src.shape(), Coordinates(dst_x, dst_y, dst_z, dst_w))] = src[i];
95 }
96

Callers 2

parse_npy_headerFunction · 0.85
conv2d_dftFunction · 0.85

Calls 10

index2coordFunction · 0.85
coord2indexFunction · 0.85
CoordinatesClass · 0.50
num_dimensionsMethod · 0.45
shapeMethod · 0.45
xMethod · 0.45
data_typeMethod · 0.45
num_channelsMethod · 0.45
quantization_infoMethod · 0.45
num_elementsMethod · 0.45

Tested by

no test coverage detected