// Copyright 2026 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" #include "layer_type.h" #include #if NCNN_VALIDATION static int test_yolodetectionoutput_load_param() { ncnn::ParamDict pd; pd.set(0, 20); pd.set(1, 1); ncnn::Mat biases(2); biases.fill(1.f); pd.set(4, biases); if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, pd, 0) != 0) return -1; const ncnn::ParamDict base = pd; if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, 4, ncnn::Mat(0), -1) != 0) return -1; ncnn::Mat missing_data(0); missing_data.w = 1; return 0 || test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, 4, missing_data, -1) || test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, 4, biases.range(0, 1), -1); } static int test_yolodetectionoutput_load_param_biases() { ncnn::ParamDict base; base.set(0, 1); base.set(1, 1); ncnn::Mat biases(3); biases.fill(1.f); const float valid[] = {0.5f, 1.f, 32.f, FLT_MAX}; for (int i = 0; i < 4; i++) { biases.fill(valid[i]); if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, 4, biases, 0) != 0) return -1; } biases.fill(1.f); // only the first num_box pairs are used const unsigned int invalid[] = {0x00000000u, 0x80000000u, 0xbf800000u, 0x7f800000u, 0xff800000u, 0x7fc00000u, 0x7f800001u}; for (int i = 0; i < 7; i++) { for (int j = 0; j < 3; j++) { memcpy((float*)biases + j, &invalid[i], sizeof(float)); if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, 4, biases, j < 2 ? -1 : 0) != 0) { fprintf(stderr, "test_yolodetectionoutput_load_param_biases failed biases[%d]=0x%08x\n", j, invalid[i]); return -1; } biases[j] = 1.f; } } return 0; } static int test_yolodetectionoutput_load_param_text() { #if NCNN_STRING const char* params[] = { "0=1 1=1 -23304=2,1,2", "0=1 1=1 -23304=2,0.5,1.5", "0=1 1=1 -23304=2,2147483647,2147483647", "0=1 1=1 -23304=3,1,2,-1", "0=1 1=1 -23304=2,0,2", "0=1 1=1 -23304=2,1,-1" }; for (int i = 0; i < 6; i++) { TestParamDict pd; if (pd.load_param(params[i]) != 0) return -1; if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, pd, i < 4 ? 0 : -1) != 0) { fprintf(stderr, "test_yolodetectionoutput_load_param_text failed params=%s\n", params[i]); return -1; } } #endif return 0; } static int test_yolodetectionoutput_load_param_thresholds() { ncnn::ParamDict base; base.set(0, 1); base.set(1, 1); ncnn::Mat biases(2); biases.fill(1.f); base.set(4, biases); const float valid[] = {-1.f, 0.f, 0.5f, 1.f, 2.f}; const unsigned int special[] = {0x7f800000u, 0xff800000u, 0x7fc00000u, 0xffc00000u, 0x7f800001u, 0xff800001u}; for (int id = 2; id <= 3; id++) { for (int i = 0; i < 5; i++) { if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, id, valid[i], 0) != 0) return -1; } for (int i = 0; i < 6; i++) { float value; memcpy(&value, &special[i], sizeof(value)); const int expected_ret = i < 2 ? 0 : -1; if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, base, id, value, expected_ret) != 0) return -1; // binary scalar parameters have no integer or float type tag unsigned char binary[] = {0, 0, 0, 0, 0, 0, 0, 0, 0x17, 0xff, 0xff, 0xff}; binary[0] = (unsigned char)id; for (int j = 0; j < 4; j++) binary[4 + j] = (unsigned char)(special[i] >> (j * 8)); TestParamDict pd; if (pd.load_param_bin(binary) != 0) return -1; pd.set(0, 1); pd.set(1, 1); pd.set(4, biases); if (test_layer_param(ncnn::LayerType::YoloDetectionOutput, pd, expected_ret) != 0) return -1; } } return 0; } #endif // NCNN_VALIDATION int main() { SRAND(7767517); return 0 #if NCNN_VALIDATION || test_yolodetectionoutput_load_param() || test_yolodetectionoutput_load_param_biases() || test_yolodetectionoutput_load_param_text() || test_yolodetectionoutput_load_param_thresholds() #endif // NCNN_VALIDATION ; }