// Copyright 2023 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" static std::vector IntArray(int a0) { std::vector m(1); m[0] = a0; return m; } static std::vector IntArray(int a0, int a1) { std::vector m(2); m[0] = a0; m[1] = a1; return m; } static std::vector IntArray(int a0, int a1, int a2) { std::vector m(3); m[0] = a0; m[1] = a1; m[2] = a2; return m; } static std::vector IntArray(int a0, int a1, int a2, int a3) { std::vector m(4); m[0] = a0; m[1] = a1; m[2] = a2; m[3] = a3; return m; } static void print_int_array(const std::vector& a) { fprintf(stderr, "["); for (size_t i = 0; i < a.size(); i++) { fprintf(stderr, " %d", a[i]); } fprintf(stderr, " ]"); } static int test_copyto(const ncnn::Mat& self, const ncnn::Mat& src, const std::vector& starts_array, const std::vector& axes_array) { ncnn::Mat starts(starts_array.size()); { int* p = starts; for (size_t i = 0; i < starts_array.size(); i++) { p[i] = starts_array[i]; } } ncnn::Mat axes(axes_array.size()); { int* p = axes; for (size_t i = 0; i < axes_array.size(); i++) { p[i] = axes_array[i]; } } ncnn::ParamDict pd; pd.set(9, starts); // starts pd.set(11, axes); // axes std::vector weights(0); std::vector as(2); as[0] = self; as[1] = src; int ret = test_layer("CopyTo", pd, weights, as, 1); if (ret != 0) { fprintf(stderr, "test_copyto failed self.dims=%d self=(%d %d %d %d) src.dims=%d src=(%d %d %d %d)", self.dims, self.w, self.h, self.d, self.c, src.dims, src.w, src.h, src.d, src.c); fprintf(stderr, " starts="); print_int_array(starts_array); fprintf(stderr, " axes="); print_int_array(axes_array); fprintf(stderr, "\n"); } return ret; } static int test_copyto_0() { ncnn::Mat a[] = { RandomMat(112), RandomMat(126), RandomMat(127) }; ncnn::Mat b[] = { RandomMat(33), RandomMat(36), RandomMat(64) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArray(0), IntArray(0)) || test_copyto(self, src, IntArray(13), IntArray(-1)) || test_copyto(self, src, IntArray(28), IntArray(0)) || test_copyto(self, src, IntArray(32), std::vector()); if (ret != 0) return ret; } } return 0; } static int test_copyto_1() { ncnn::Mat a[] = { RandomMat(72, 112), RandomMat(87, 126), RandomMat(64, 127) }; ncnn::Mat b[] = { RandomMat(14, 33), RandomMat(24, 36), RandomMat(16, 64), RandomMat(14), RandomMat(24), RandomMat(16) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArray(0, 0), IntArray(0, 1)) || test_copyto(self, src, IntArray(13, 1), IntArray(-2, -1)) || test_copyto(self, src, IntArray(28, 3), IntArray(0, 1)) || test_copyto(self, src, IntArray(32, 10), IntArray(0, 1)); if (ret != 0) return ret; } } return 0; } static int test_copyto_2() { ncnn::Mat a[] = { RandomMat(32, 42, 81), RandomMat(33, 57, 80), RandomMat(36, 34, 88) }; ncnn::Mat b[] = { RandomMat(1, 14, 23), RandomMat(12, 1, 28), RandomMat(11, 8, 32), RandomMat(1, 14), RandomMat(12, 1), RandomMat(11, 8), RandomMat(1), RandomMat(12), RandomMat(11) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArray(0, 0, 0), IntArray(0, 1, 2)) || test_copyto(self, src, IntArray(13, 1, 0), IntArray(-3, -2, -1)) || test_copyto(self, src, IntArray(28, 3, 4), IntArray(0, 1, 2)) || test_copyto(self, src, IntArray(32, 0, 5), IntArray(0, 1, 2)); if (ret != 0) return ret; } } return 0; } static int test_copyto_3() { ncnn::Mat a[] = { RandomMat(12, 42, 7, 81), RandomMat(13, 57, 5, 80), RandomMat(16, 34, 6, 88) }; ncnn::Mat b[] = { RandomMat(1, 14, 2, 23), RandomMat(12, 1, 3, 28), RandomMat(11, 8, 1, 32), RandomMat(1, 14, 2), RandomMat(12, 1, 3), RandomMat(11, 8, 1), RandomMat(1, 14), RandomMat(12, 1), RandomMat(11, 8), RandomMat(1), RandomMat(12), RandomMat(11) }; for (int i = 0; i < sizeof(a) / sizeof(a[0]); i++) { for (int j = 0; j < sizeof(b) / sizeof(b[0]); j++) { const ncnn::Mat& self = a[i]; const ncnn::Mat& src = b[j]; int ret = 0 || test_copyto(self, src, IntArray(0, 0, 0, 0), IntArray(0, 1, 2, 3)) || test_copyto(self, src, IntArray(13, 1, 1, 0), IntArray(-4, -3, 2, 3)) || test_copyto(self, src, IntArray(28, 0, 3, 4), IntArray(0, 1, 2, 3)) || test_copyto(self, src, IntArray(32, 2, 0, 5), IntArray(0, 1, 2, 3)); if (ret != 0) return ret; } } return 0; } int main() { SRAND(776757); return 0 || test_copyto_0() || test_copyto_1() || test_copyto_2() || test_copyto_3(); }