diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index ed96c5135..3feb84e1b 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -37,6 +37,7 @@ ncnn_add_layer_test(Padding) ncnn_add_layer_test(Permute) ncnn_add_layer_test(PixelShuffle) ncnn_add_layer_test(Pooling) +ncnn_add_layer_test(ROIPooling) ncnn_add_layer_test(ReLU) ncnn_add_layer_test(ELU) ncnn_add_layer_test(Reorg) diff --git a/tests/test_roipooling.cpp b/tests/test_roipooling.cpp new file mode 100644 index 000000000..85264daa3 --- /dev/null +++ b/tests/test_roipooling.cpp @@ -0,0 +1,80 @@ +// Tencent is pleased to support the open source community by making ncnn available. +// +// Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved. +// +// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except +// in compliance with the License. You may obtain a copy of the License at +// +// https://opensource.org/licenses/BSD-3-Clause +// +// Unless required by applicable law or agreed to in writing, software distributed +// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR +// CONDITIONS OF ANY KIND, either express or implied. See the License for the +// specific language governing permissions and limitations under the License. + +#include "testutil.h" + +#include "layer.h" +#include "layer/roipooling.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); + + ncnn::Option opt; + opt.num_threads = 1; + opt.use_vulkan_compute = true; + opt.use_fp16_packed = false; + opt.use_fp16_storage = false; + opt.use_fp16_arithmetic = false; + opt.use_int8_storage = false; + opt.use_int8_arithmetic = false; + + int ret = test_layer("ROIPooling", pd, weights, opt, 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() + ; +}