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+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "Utils.h"
+
+#include "tests/validation/Helpers.h"
+#include "tests/validation/half.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+// Return a tensor element at a specified coordinate with different border modes
+template <typename T>
+T tensor_elem_at(const SimpleTensor<T> &in, Coordinates coord, BorderMode border_mode, T constant_border_value)
+{
+ const int x = coord.x();
+ const int y = coord.y();
+ const auto width = static_cast<int>(in.shape().x());
+ const auto height = static_cast<int>(in.shape().y());
+
+ // If coordinates beyond range of tensor's width or height
+ if(x < 0 || y < 0 || x >= width || y >= height)
+ {
+ if(border_mode == BorderMode::REPLICATE)
+ {
+ coord.set(0, std::max(0, std::min(x, width - 1)));
+ coord.set(1, std::max(0, std::min(y, height - 1)));
+ }
+ else
+ {
+ return constant_border_value;
+ }
+ }
+ return in[coord2index(in.shape(), coord)];
+}
+template float tensor_elem_at(const SimpleTensor<float> &in, Coordinates coord, BorderMode border_mode, float constant_border_value);
+template uint8_t tensor_elem_at(const SimpleTensor<uint8_t> &in, Coordinates coord, BorderMode border_mode, uint8_t constant_border_value);
+
+// Return the bilinear value at a specified coordinate with different border modes
+template <typename T>
+T bilinear_policy(const SimpleTensor<T> &in, Coordinates id, float xn, float yn, BorderMode border_mode, uint8_t constant_border_value)
+{
+ int idx = std::floor(xn);
+ int idy = std::floor(yn);
+
+ const float dx = xn - idx;
+ const float dy = yn - idy;
+ const float dx_1 = 1.0f - dx;
+ const float dy_1 = 1.0f - dy;
+
+ id.set(0, idx);
+ id.set(1, idy);
+ const T tl = tensor_elem_at(in, id, border_mode, constant_border_value);
+ id.set(0, idx + 1);
+ id.set(1, idy);
+ const T tr = tensor_elem_at(in, id, border_mode, constant_border_value);
+ id.set(0, idx);
+ id.set(1, idy + 1);
+ const T bl = tensor_elem_at(in, id, border_mode, constant_border_value);
+ id.set(0, idx + 1);
+ id.set(1, idy + 1);
+ const T br = tensor_elem_at(in, id, border_mode, constant_border_value);
+
+ return tl * (dx_1 * dy_1) + tr * (dx * dy_1) + bl * (dx_1 * dy) + br * (dx * dy);
+}
+template uint8_t bilinear_policy(const SimpleTensor<uint8_t> &in, Coordinates id, float xn, float yn, BorderMode border_mode, uint8_t constant_border_value);
+
+} // namespace validation
+} // namespace test
+} // namespace arm_compute