/* * Copyright (c) 2017-2018 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 "Remap.h" #include "Utils.h" #include "tests/validation/Helpers.h" #include #include namespace arm_compute { namespace test { namespace validation { namespace reference { template SimpleTensor remap(const SimpleTensor &in, SimpleTensor &map_x, SimpleTensor &map_y, SimpleTensor &valid_mask, InterpolationPolicy policy, BorderMode border_mode, T constant_border_value) { ARM_COMPUTE_ERROR_ON_MSG(border_mode == BorderMode::REPLICATE, "BorderMode not supported"); SimpleTensor out(in.shape(), in.data_type()); ARM_COMPUTE_ERROR_ON(out.num_elements() != map_x.num_elements()); const int width = in.shape().x(); const int height = in.shape().y(); for(int idx = 0; idx < out.num_elements(); idx++) { const Coordinates id_out = index2coord(out.shape(), idx); valid_mask[idx] = 1; Coordinates src_idx = id_out; // need to setup all coordinates and not just xy src_idx.set(0, static_cast(std::floor(map_x[idx]))); src_idx.set(1, static_cast(std::floor(map_y[idx]))); if((0 <= map_y[idx]) && (map_y[idx] < height) && (0 <= map_x[idx]) && (map_x[idx] < width)) { switch(policy) { case InterpolationPolicy::NEAREST_NEIGHBOR: { out[idx] = tensor_elem_at(in, src_idx, border_mode, constant_border_value); break; } case InterpolationPolicy::BILINEAR: { (valid_bilinear_policy(map_x[idx], map_y[idx], width, height, border_mode)) ? out[idx] = bilinear_policy(in, src_idx, map_x[idx], map_y[idx], border_mode, constant_border_value) : valid_mask[idx] = 0; break; } case InterpolationPolicy::AREA: default: ARM_COMPUTE_ERROR("Interpolation not supported"); break; } } else { if(border_mode == BorderMode::UNDEFINED) { valid_mask[idx] = 0; } else { switch(policy) { case InterpolationPolicy::NEAREST_NEIGHBOR: out[idx] = constant_border_value; break; case InterpolationPolicy::BILINEAR: out[idx] = bilinear_policy(in, src_idx, map_x[idx], map_y[idx], border_mode, constant_border_value); break; case InterpolationPolicy::AREA: default: break; } } } } return out; } template SimpleTensor remap(const SimpleTensor &src, SimpleTensor &map_x, SimpleTensor &map_y, SimpleTensor &valid_mask, InterpolationPolicy policy, BorderMode border_mode, uint8_t constant_border_value); } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute