| 78 | |
| 79 | template <typename T> |
| 80 | SimpleTensor<T> strided_slice(const SimpleTensor<T> &src, |
| 81 | Coordinates starts, |
| 82 | Coordinates ends, |
| 83 | BiStrides strides, |
| 84 | int32_t begin_mask, |
| 85 | int32_t end_mask, |
| 86 | int32_t shrink_axis_mask) |
| 87 | { |
| 88 | using namespace arm_compute::helpers::tensor_transform; |
| 89 | |
| 90 | // Validation checks |
| 91 | ARM_COMPUTE_ERROR_ON(src.shape().num_dimensions() > 4); |
| 92 | ARM_COMPUTE_ERROR_ON(starts.num_dimensions() > src.shape().num_dimensions()); |
| 93 | ARM_COMPUTE_ERROR_ON(ends.num_dimensions() > src.shape().num_dimensions()); |
| 94 | ARM_COMPUTE_ERROR_ON(strides.num_dimensions() > src.shape().num_dimensions()); |
| 95 | ARM_COMPUTE_ERROR_ON( |
| 96 | std::any_of(strides.cbegin(), strides.cbegin() + strides.num_dimensions(), [](int i) { return i == 0; })); |
| 97 | |
| 98 | // Get source shape |
| 99 | const TensorShape &src_shape = src.shape(); |
| 100 | |
| 101 | // Get destination shape |
| 102 | const TensorShape dst_shape = |
| 103 | compute_strided_slice_output_shape(src_shape, starts, ends, strides, begin_mask, end_mask, shrink_axis_mask); |
| 104 | |
| 105 | // Create destination tensor |
| 106 | SimpleTensor<T> dst{dst_shape, src.data_type(), 1}; |
| 107 | |
| 108 | // Get coordinates |
| 109 | Coordinates starts_abs{}; |
| 110 | Coordinates ends_abs{}; |
| 111 | Coordinates final_strides{}; |
| 112 | std::tie(starts_abs, ends_abs, final_strides) = |
| 113 | calculate_strided_slice_coords(src_shape, starts, ends, strides, begin_mask, end_mask, shrink_axis_mask); |
| 114 | |
| 115 | // Perform strided slice |
| 116 | unsigned int idx = 0; |
| 117 | Window win; |
| 118 | win.use_tensor_dimensions(compute_strided_slice_output_shape(src_shape, starts, ends, strides, begin_mask, end_mask, |
| 119 | shrink_axis_mask, true)); |
| 120 | execute_window_loop(win, |
| 121 | [&](const Coordinates &id) |
| 122 | { |
| 123 | Coordinates offset; |
| 124 | for (unsigned int i = 0; i < id.num_dimensions(); ++i) |
| 125 | { |
| 126 | offset.set(i, starts_abs[i] + id[i] * final_strides[i]); |
| 127 | } |
| 128 | dst.data()[idx++] = *reinterpret_cast<const T *>(src(offset)); |
| 129 | }); |
| 130 | |
| 131 | return dst; |
| 132 | } |
| 133 | |
| 134 | template SimpleTensor<float> strided_slice(const SimpleTensor<float> &src, |
| 135 | Coordinates starts, |
no test coverage detected