// Copyright 2020 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" static int test_crop(const ncnn::Mat& a, int woffset, int hoffset, int doffset, int coffset, int outw, int outh, int outd, int outc, int woffset2, int hoffset2, int doffset2, int coffset2) { ncnn::ParamDict pd; pd.set(0, woffset); pd.set(1, hoffset); pd.set(13, doffset); pd.set(2, coffset); pd.set(3, outw); pd.set(4, outh); pd.set(14, outd); pd.set(5, outc); pd.set(6, woffset2); pd.set(7, hoffset2); pd.set(15, doffset2); pd.set(8, coffset2); std::vector weights(0); int ret = test_layer("Crop", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_crop failed a.dims=%d a=(%d %d %d %d) woffset=%d hoffset=%d doffset=%d coffset=%d outw=%d outh=%d outd=%d outc=%d woffset2=%d hoffset2=%d doffset2=%d coffset2=%d\n", a.dims, a.w, a.h, a.d, a.c, woffset, hoffset, doffset, coffset, outw, outh, outd, outc, woffset2, hoffset2, doffset2, coffset2); } return ret; } static int test_crop_0(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, -233, 0, 0, 0, 0, 0, 0, 0) || test_crop(a, 11, 0, 0, 0, -233, 0, 0, 0, 0, 0, 0, 0) || test_crop(a, 11, 0, 0, 0, 7, 0, 0, 0, 0, 0, 0, 0) || test_crop(a, 12, 0, 0, 0, 12, 0, 0, 0, 0, 0, 0, 0) || test_crop(a, 16, 0, 0, 0, 16, 0, 0, 0, 0, 0, 0, 0) || test_crop(a, 11, 0, 0, 0, -233, 0, 0, 0, 12, 0, 0, 0) || test_crop(a, 12, 0, 0, 0, -233, 0, 0, 0, 16, 0, 0, 0) || test_crop(a, 16, 0, 0, 0, -233, 0, 0, 0, 7, 0, 0, 0); } static int test_crop_3(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, -233, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, -233, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 0, 11, 0, 0, -233, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 0, 12, 0, 0, -233, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 6, 12, 0, 0, -233, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 4, 8, 0, 0, -233, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, 5, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, 6, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 4, 0, 0, 0, 4, -233, 0, 0, 0, 0, 0, 0) || test_crop(a, 0, 11, 0, 0, -233, 12, 0, 0, 0, 0, 0, 0) || test_crop(a, 0, 12, 0, 0, -233, 16, 0, 0, 0, 0, 0, 0) || test_crop(a, 0, 8, 0, 0, -233, 7, 0, 0, 0, 0, 0, 0) || test_crop(a, 5, 11, 0, 0, 4, 16, 0, 0, 0, 0, 0, 0) || test_crop(a, 6, 12, 0, 0, 5, 7, 0, 0, 0, 0, 0, 0) || test_crop(a, 4, 8, 0, 0, 6, 12, 0, 0, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, -233, -233, 0, 0, 5, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, -233, -233, 0, 0, 6, 0, 0, 0) || test_crop(a, 4, 0, 0, 0, -233, -233, 0, 0, 4, 0, 0, 0) || test_crop(a, 0, 11, 0, 0, -233, -233, 0, 0, 0, 12, 0, 0) || test_crop(a, 0, 12, 0, 0, -233, -233, 0, 0, 0, 16, 0, 0) || test_crop(a, 0, 8, 0, 0, -233, -233, 0, 0, 0, 7, 0, 0) || test_crop(a, 5, 11, 0, 0, -233, -233, 0, 0, 4, 16, 0, 0) || test_crop(a, 6, 12, 0, 0, -233, -233, 0, 0, 5, 7, 0, 0) || test_crop(a, 4, 8, 0, 0, -233, -233, 0, 0, 6, 12, 0, 0); } static int test_crop_6(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 5, 0, 0, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 4, 0, 0, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 12, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 5, 5, 0, 0, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 4, 4, 0, 0, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 6, 0, 12, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 11, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 4, 0, 0, 8, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 6, 6, 0, 12, -233, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, 6, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, 4, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 4, 0, 0, 0, 5, -233, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 5, 0, 0, -233, 4, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 6, 0, 0, -233, 5, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 4, 0, 0, -233, 6, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 11, -233, -233, 0, 7, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 12, -233, -233, 0, 12, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 8, -233, -233, 0, 16, 0, 0, 0, 0) || test_crop(a, 5, 5, 0, 0, 4, 4, 0, -233, 0, 0, 0, 0) || test_crop(a, 6, 6, 0, 0, 6, 6, 0, -233, 0, 0, 0, 0) || test_crop(a, 4, 4, 0, 0, 5, 5, 0, -233, 0, 0, 0, 0) || test_crop(a, 0, 5, 0, 11, -233, 6, 0, 12, 0, 0, 0, 0) || test_crop(a, 0, 6, 0, 12, -233, 4, 0, 16, 0, 0, 0, 0) || test_crop(a, 0, 4, 0, 8, -233, 5, 0, 7, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 11, 4, -233, 0, 16, 0, 0, 0, 0) || test_crop(a, 6, 0, 0, 12, 5, -233, 0, 7, 0, 0, 0, 0) || test_crop(a, 4, 0, 0, 8, 4, -233, 0, 12, 0, 0, 0, 0) || test_crop(a, 5, 3, 0, 11, 6, 5, 0, 12, 0, 0, 0, 0) || test_crop(a, 6, 4, 0, 12, 4, 4, 0, 16, 0, 0, 0, 0) || test_crop(a, 4, 5, 0, 8, 5, 3, 0, 7, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, -233, -233, 0, -233, 4, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, -233, -233, 0, -233, 5, 0, 0, 0) || test_crop(a, 4, 0, 0, 0, -233, -233, 0, -233, 6, 0, 0, 0) || test_crop(a, 0, 5, 0, 0, -233, -233, 0, -233, 0, 5, 0, 0) || test_crop(a, 0, 6, 0, 0, -233, -233, 0, -233, 0, 6, 0, 0) || test_crop(a, 0, 4, 0, 0, -233, -233, 0, -233, 0, 4, 0, 0) || test_crop(a, 0, 0, 0, 11, -233, -233, 0, -233, 0, 0, 0, 12) || test_crop(a, 0, 0, 0, 12, -233, -233, 0, -233, 0, 0, 0, 16) || test_crop(a, 0, 0, 0, 8, -233, -233, 0, -233, 0, 0, 0, 7) || test_crop(a, 5, 4, 0, 0, -233, -233, 0, -233, 4, 2, 0, 0) || test_crop(a, 6, 3, 0, 0, -233, -233, 0, -233, 5, 3, 0, 0) || test_crop(a, 4, 2, 0, 0, -233, -233, 0, -233, 6, 4, 0, 0) || test_crop(a, 0, 5, 0, 11, -233, -233, 0, -233, 0, 5, 0, 7) || test_crop(a, 0, 6, 0, 12, -233, -233, 0, -233, 0, 6, 0, 12) || test_crop(a, 0, 4, 0, 8, -233, -233, 0, -233, 0, 4, 0, 16) || test_crop(a, 5, 0, 0, 11, -233, -233, 0, -233, 6, 0, 0, 12) || test_crop(a, 6, 0, 0, 12, -233, -233, 0, -233, 4, 0, 0, 16) || test_crop(a, 4, 0, 0, 8, -233, -233, 0, -233, 5, 0, 0, 7) || test_crop(a, 5, 2, 0, 11, -233, -233, 0, -233, 4, 3, 0, 16) || test_crop(a, 6, 3, 0, 12, -233, -233, 0, -233, 5, 4, 0, 7) || test_crop(a, 4, 4, 0, 8, -233, -233, 0, -233, 6, 2, 0, 12); } static int test_crop_9(const ncnn::Mat& a) { return 0 || test_crop(a, 0, 0, 0, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 5, 0, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 4, 0, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 5, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 4, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 12, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 5, 5, 5, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 4, 4, 4, 0, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 6, 6, 12, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 5, 0, 5, 11, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 4, 0, 4, 8, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 6, 6, 6, 12, -233, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, 6, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, 5, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 4, 0, 0, 0, 4, -233, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 5, 0, 0, -233, 4, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 6, 0, 0, -233, 5, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 4, 0, 0, -233, 6, -233, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 5, 0, -233, -233, 6, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 6, 0, -233, -233, 4, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 4, 0, -233, -233, 5, -233, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 11, -233, -233, -233, 7, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 12, -233, -233, -233, 12, 0, 0, 0, 0) || test_crop(a, 0, 0, 0, 8, -233, -233, -233, 16, 0, 0, 0, 0) || test_crop(a, 5, 2, 0, 0, 6, 5, -233, -233, 0, 0, 0, 0) || test_crop(a, 6, 3, 0, 0, 5, 6, -233, -233, 0, 0, 0, 0) || test_crop(a, 4, 4, 0, 0, 4, 4, -233, -233, 0, 0, 0, 0) || test_crop(a, 5, 0, 3, 0, 2, -233, 5, -233, 0, 0, 0, 0) || test_crop(a, 6, 0, 2, 0, 3, -233, 3, -233, 0, 0, 0, 0) || test_crop(a, 4, 0, 4, 0, 4, -233, 4, -233, 0, 0, 0, 0) || test_crop(a, 0, 5, 0, 11, -233, 1, -233, 12, 0, 0, 0, 0) || test_crop(a, 0, 6, 0, 12, -233, 2, -233, 16, 0, 0, 0, 0) || test_crop(a, 0, 4, 0, 8, -233, 3, -233, 7, 0, 0, 0, 0) || test_crop(a, 0, 0, 4, 11, -233, -233, 3, 16, 0, 0, 0, 0) || test_crop(a, 0, 0, 5, 12, -233, -233, 2, 7, 0, 0, 0, 0) || test_crop(a, 0, 0, 6, 8, -233, -233, 1, 16, 0, 0, 0, 0) || test_crop(a, 5, 0, 5, 11, 1, -233, 2, 16, 0, 0, 0, 0) || test_crop(a, 6, 0, 6, 12, 2, -233, 3, 7, 0, 0, 0, 0) || test_crop(a, 4, 0, 4, 8, 3, -233, 1, 16, 0, 0, 0, 0) || test_crop(a, 4, 6, 3, 11, 2, 3, 4, 12, 0, 0, 0, 0) || test_crop(a, 5, 5, 4, 12, 3, 4, 5, 16, 0, 0, 0, 0) || test_crop(a, 6, 4, 2, 8, 4, 5, 6, 7, 0, 0, 0, 0) || test_crop(a, 5, 0, 0, 0, -233, -233, -233, -233, 2, 0, 0, 0) || test_crop(a, 6, 0, 0, 0, -233, -233, -233, -233, 3, 0, 0, 0) || test_crop(a, 4, 0, 0, 0, -233, -233, -233, -233, 4, 0, 0, 0) || test_crop(a, 0, 4, 0, 0, -233, -233, -233, -233, 0, 4, 0, 0) || test_crop(a, 0, 3, 0, 0, -233, -233, -233, -233, 0, 3, 0, 0) || test_crop(a, 0, 2, 0, 0, -233, -233, -233, -233, 0, 2, 0, 0) || test_crop(a, 0, 0, 4, 0, -233, -233, -233, -233, 0, 0, 4, 0) || test_crop(a, 0, 0, 5, 0, -233, -233, -233, -233, 0, 0, 2, 0) || test_crop(a, 0, 0, 6, 0, -233, -233, -233, -233, 0, 0, 3, 0) || test_crop(a, 0, 0, 0, 11, -233, -233, -233, -233, 0, 0, 0, 12) || test_crop(a, 0, 0, 0, 12, -233, -233, -233, -233, 0, 0, 0, 16) || test_crop(a, 0, 0, 0, 8, -233, -233, -233, -233, 0, 0, 0, 7) || test_crop(a, 5, 3, 0, 0, -233, -233, -233, -233, 5, 2, 0, 0) || test_crop(a, 6, 4, 0, 0, -233, -233, -233, -233, 3, 3, 0, 0) || test_crop(a, 4, 4, 0, 0, -233, -233, -233, -233, 2, 5, 0, 0) || test_crop(a, 0, 4, 0, 11, -233, -233, -233, -233, 0, 3, 0, 7) || test_crop(a, 0, 3, 0, 12, -233, -233, -233, -233, 0, 4, 0, 12) || test_crop(a, 0, 2, 0, 8, -233, -233, -233, -233, 0, 5, 0, 16) || test_crop(a, 0, 4, 4, 0, -233, -233, -233, -233, 0, 4, 1, 0) || test_crop(a, 0, 5, 5, 0, -233, -233, -233, -233, 0, 2, 2, 0) || test_crop(a, 0, 2, 6, 0, -233, -233, -233, -233, 0, 1, 3, 0) || test_crop(a, 3, 0, 0, 11, -233, -233, -233, -233, 3, 0, 0, 12) || test_crop(a, 4, 0, 0, 12, -233, -233, -233, -233, 4, 0, 0, 16) || test_crop(a, 5, 0, 0, 8, -233, -233, -233, -233, 2, 0, 0, 7) || test_crop(a, 0, 4, 4, 11, -233, -233, -233, -233, 0, 4, 4, 12) || test_crop(a, 0, 5, 5, 12, -233, -233, -233, -233, 0, 4, 4, 16) || test_crop(a, 0, 6, 6, 8, -233, -233, -233, -233, 0, 3, 3, 7) || test_crop(a, 1, 1, 1, 11, -233, -233, -233, -233, 1, 1, 1, 16) || test_crop(a, 2, 2, 2, 12, -233, -233, -233, -233, 2, 2, 2, 7) || test_crop(a, 3, 3, 3, 8, -233, -233, -233, -233, 3, 3, 3, 12); } int main() { SRAND(776757); return 0 || test_crop_0(RandomMat(112)) || test_crop_0(RandomMat(126)) || test_crop_0(RandomMat(127)) || test_crop_3(RandomMat(20, 48)) || test_crop_3(RandomMat(15, 36)) || test_crop_3(RandomMat(16, 33)) || test_crop_6(RandomMat(20, 20, 48)) || test_crop_6(RandomMat(15, 15, 36)) || test_crop_6(RandomMat(16, 16, 33)) || test_crop_9(RandomMat(20, 20, 20, 48)) || test_crop_9(RandomMat(15, 15, 15, 36)) || test_crop_9(RandomMat(16, 16, 16, 33)); }