// Copyright 2020 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "layer.h" #include "testutil.h" static int test_roipooling(int w, int h, int c, int pooled_width, int pooled_height, float spatial_scale) { std::vector a; a.push_back(RandomMat(w, h, c)); ncnn::Mat b(4); b[0] = RandomFloat(0.001, w - 2.001); //roi_x1 b[2] = RandomFloat(b[0] + 1.001, w - 1.001); //roi_x2 b[1] = RandomFloat(0.001, h - 2.001); //roi_y1 b[3] = RandomFloat(b[2] + 1.001, h - 1.001); //roi_y2 a.push_back(b); ncnn::ParamDict pd; pd.set(0, pooled_width); // pooled_width pd.set(1, pooled_height); // pooled_height pd.set(2, spatial_scale); // spatial_scale std::vector weights(0); int ret = test_layer("ROIPooling", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_roipooling failed base_w=%d base_h=%d base_c=%d pooled_width=%d pooled_height=%d spatial_scale=%4f.3\n", w, h, c, pooled_width, pooled_height, spatial_scale); } return ret; } static int test_roipooling_0() { int ret = 0 || test_roipooling(112, 112, 16, 56, 56, 0.50000) || test_roipooling(56, 56, 32, 28, 28, 0.25000) || test_roipooling(28, 28, 64, 14, 14, 0.12500) || test_roipooling(14, 14, 128, 27, 17, 0.06250) || test_roipooling(7, 7, 256, 3, 3, 0.03125); if (ret != 0) return -1; return 0; } int main() { SRAND(7767517); return 0 || test_roipooling_0(); }