// 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 "layer/crop.h" #include "testutil.h" static int test_crop(const ncnn::Mat& a, int woffset, int hoffset, int doffset, int coffset, const ncnn::Mat& ref) { ncnn::ParamDict pd; pd.set(0, woffset); pd.set(1, hoffset); pd.set(13, doffset); pd.set(2, coffset); pd.set(3, 0); // outw pd.set(4, 0); // outh pd.set(14, 0); // outd pd.set(5, 0); // outc pd.set(6, 0); // woffset2 pd.set(7, 0); // hoffset2 pd.set(15, 0); // doffset2 pd.set(8, 0); // coffset2 std::vector weights(0); std::vector ab(2); ab[0] = a; ab[1] = ref; int ret = test_layer("Crop", pd, weights, ab); if (ret != 0) { fprintf(stderr, "test_crop failed a.dims=%d a=(%d %d %d %d) woffset=%d hoffset=%d doffset=%d coffset=%d ref.dims=%d ref=(%d %d %d %d)\n", a.dims, a.w, a.h, a.d, a.c, woffset, hoffset, doffset, coffset, ref.dims, ref.w, ref.h, ref.d, ref.c); } return ret; } static int test_crop_2(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, a) || test_crop(a, 0, 0, 0, 0, ncnn::Mat(27)) || test_crop(a, 11, 0, 0, 0, ncnn::Mat(7)) || test_crop(a, 12, 0, 0, 0, ncnn::Mat(12)) || test_crop(a, 16, 0, 0, 0, ncnn::Mat(16)); } static int test_crop_5(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, a) || test_crop(a, 0, 12, 0, 0, ncnn::Mat(8, 7)) || test_crop(a, 5, 0, 0, 0, ncnn::Mat(7, 27)) || test_crop(a, 5, 11, 0, 0, ncnn::Mat(5, 12)) || test_crop(a, 6, 12, 0, 0, ncnn::Mat(4, 16)) || test_crop(a, 4, 8, 0, 0, ncnn::Mat(6, 7)); } static int test_crop_8(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, a) || test_crop(a, 0, 5, 0, 0, ncnn::Mat(6, 6)) || test_crop(a, 6, 0, 0, 0, ncnn::Mat(8, 8)) || test_crop(a, 5, 2, 0, 0, ncnn::Mat(6, 3)) || test_crop(a, 6, 3, 0, 0, ncnn::Mat(8, 4)) || test_crop(a, 4, 4, 0, 0, ncnn::Mat(7, 5)) || test_crop(a, 5, 3, 0, 11, ncnn::Mat(7, 3, 7)) || test_crop(a, 6, 4, 0, 12, ncnn::Mat(6, 4, 12)) || test_crop(a, 4, 2, 0, 8, ncnn::Mat(5, 5, 16)); } static int test_crop_11(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, a) || test_crop(a, 0, 5, 0, 0, ncnn::Mat(6, 6, 6)) || test_crop(a, 6, 0, 0, 0, ncnn::Mat(8, 8, 8)) || test_crop(a, 5, 5, 5, 0, ncnn::Mat(6, 6, 6)) || test_crop(a, 6, 6, 6, 0, ncnn::Mat(8, 8, 8)) || test_crop(a, 4, 4, 4, 0, ncnn::Mat(5, 5, 5)) || test_crop(a, 3, 3, 3, 11, ncnn::Mat(3, 3, 3, 7)) || test_crop(a, 4, 4, 4, 12, ncnn::Mat(6, 6, 6, 12)) || test_crop(a, 5, 5, 5, 8, ncnn::Mat(8, 8, 8, 16)); } int main() { SRAND(776757); return 0 || test_crop_2(RandomMat(112)) || test_crop_2(RandomMat(126)) || test_crop_2(RandomMat(127)) || test_crop_5(RandomMat(20, 48)) || test_crop_5(RandomMat(15, 36)) || test_crop_5(RandomMat(16, 33)) || test_crop_8(RandomMat(20, 20, 48)) || test_crop_8(RandomMat(15, 15, 36)) || test_crop_8(RandomMat(16, 16, 33)) || test_crop_11(RandomMat(20, 20, 20, 48)) || test_crop_11(RandomMat(15, 15, 15, 36)) || test_crop_11(RandomMat(16, 16, 16, 33)); }