// 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, const ncnn::Mat& ref, int flag = 0) { 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, 1, 0.001, flag); 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, int flag = 0) { return 0 || test_crop(a, 0, 0, 0, 0, a, flag) || test_crop(a, 0, 0, 0, 0, ncnn::Mat(27), flag) || test_crop(a, 11, 0, 0, 0, ncnn::Mat(7), flag) || test_crop(a, 12, 0, 0, 0, ncnn::Mat(12), flag) || test_crop(a, 16, 0, 0, 0, ncnn::Mat(16), flag); } static int test_crop_5(const ncnn::Mat& a, int flag = 0) { return 0 || test_crop(a, 0, 0, 0, 0, a, flag) || test_crop(a, 0, 12, 0, 0, ncnn::Mat(8, 7), flag) || test_crop(a, 5, 0, 0, 0, ncnn::Mat(7, 27), flag) || test_crop(a, 5, 11, 0, 0, ncnn::Mat(5, 12), flag) || test_crop(a, 6, 12, 0, 0, ncnn::Mat(4, 16), flag) || test_crop(a, 4, 8, 0, 0, ncnn::Mat(6, 7), flag); } static int test_crop_8(const ncnn::Mat& a, int flag = 0) { return 0 || test_crop(a, 0, 0, 0, 0, a, flag) || test_crop(a, 0, 5, 0, 0, ncnn::Mat(6, 6), flag) || test_crop(a, 6, 0, 0, 0, ncnn::Mat(8, 8), flag) || test_crop(a, 5, 2, 0, 0, ncnn::Mat(6, 3), flag) || test_crop(a, 6, 3, 0, 0, ncnn::Mat(8, 4), flag) || test_crop(a, 4, 4, 0, 0, ncnn::Mat(7, 5), flag) || test_crop(a, 5, 3, 0, 11, ncnn::Mat(7, 3, 7), flag) || test_crop(a, 6, 4, 0, 12, ncnn::Mat(6, 4, 12), flag) || test_crop(a, 4, 2, 0, 8, ncnn::Mat(5, 5, 16), flag); } static int test_crop_11(const ncnn::Mat& a, int flag = 0) { return 0 || test_crop(a, 0, 0, 0, 0, a, flag) || test_crop(a, 0, 5, 0, 0, ncnn::Mat(6, 6, 6), flag) || test_crop(a, 6, 0, 0, 0, ncnn::Mat(8, 8, 8), flag) || test_crop(a, 5, 5, 5, 0, ncnn::Mat(6, 6, 6), flag) || test_crop(a, 6, 6, 6, 0, ncnn::Mat(8, 8, 8), flag) || test_crop(a, 4, 4, 4, 0, ncnn::Mat(5, 5, 5), flag) || test_crop(a, 3, 3, 3, 11, ncnn::Mat(3, 3, 3, 7), flag) || test_crop(a, 4, 4, 4, 12, ncnn::Mat(6, 6, 6, 12), flag) || test_crop(a, 5, 5, 5, 8, ncnn::Mat(8, 8, 8, 16), flag); } // the 36-channel cases retain Vulkan pack4 crops; keep all 1d packing cases 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_LAYER_DISABLE_GPU_TESTING) || test_crop_5(RandomMat(15, 36)) || test_crop_5(RandomMat(16, 33)) || test_crop_8(RandomMat(20, 20, 48), TEST_LAYER_DISABLE_GPU_TESTING) || test_crop_8(RandomMat(15, 15, 36)) || test_crop_8(RandomMat(16, 16, 33)) || test_crop_11(RandomMat(20, 20, 20, 48), TEST_LAYER_DISABLE_GPU_TESTING) || test_crop_11(RandomMat(15, 15, 15, 36)) || test_crop_11(RandomMat(16, 16, 16, 33)); }