// Copyright 2025 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" #include "layer_type.h" #include 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_flip(const ncnn::Mat& a, const std::vector& axes_array) { 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(0, axes); std::vector weights(0); int ret = test_layer("Flip", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_flip failed a.dims=%d a=(%d %d %d %d)", a.dims, a.w, a.h, a.d, a.c); fprintf(stderr, " axes="); print_int_array(axes_array); fprintf(stderr, "\n"); } return ret; } static int test_flip_nd(const ncnn::Mat& a) { int ret1 = test_flip(a, IntArray(0)); if (a.dims == 1 || ret1 != 0) return ret1; int ret2 = 0 || test_flip(a, IntArray(0)) || test_flip(a, IntArray(1)) || test_flip(a, IntArray(0, 1)); if (a.dims == 2 || ret2 != 0) return ret2; int ret3 = 0 || test_flip(a, IntArray(0)) || test_flip(a, IntArray(1)) || test_flip(a, IntArray(2)) || test_flip(a, IntArray(0, 1)) || test_flip(a, IntArray(0, 2)) || test_flip(a, IntArray(1, 2)) || test_flip(a, IntArray(0, 1, 2)); if (a.dims == 3 || ret3 != 0) return ret3; int ret4 = 0 || test_flip(a, IntArray(0)) || test_flip(a, IntArray(1)) || test_flip(a, IntArray(2)) || test_flip(a, IntArray(3)) || test_flip(a, IntArray(0, 1)) || test_flip(a, IntArray(0, 2)) || test_flip(a, IntArray(0, 3)) || test_flip(a, IntArray(1, 2)) || test_flip(a, IntArray(1, 3)) || test_flip(a, IntArray(2, 3)) || test_flip(a, IntArray(0, 1, 2)) || test_flip(a, IntArray(0, 1, 3)) || test_flip(a, IntArray(0, 2, 3)) || test_flip(a, IntArray(1, 2, 3)) || test_flip(a, IntArray(0, 1, 2, 3)); return ret4; } static int test_flip_0() { ncnn::Mat a = RandomMat(5, 6, 7, 24); ncnn::Mat b = RandomMat(7, 8, 9, 12); ncnn::Mat c = RandomMat(3, 4, 5, 13); return 0 || test_flip_nd(a) || test_flip_nd(b) || test_flip_nd(c); } static int test_flip_1() { ncnn::Mat a = RandomMat(5, 7, 24); ncnn::Mat b = RandomMat(7, 9, 12); ncnn::Mat c = RandomMat(3, 5, 13); return 0 || test_flip_nd(a) || test_flip_nd(b) || test_flip_nd(c); } static int test_flip_2() { ncnn::Mat a = RandomMat(15, 24); ncnn::Mat b = RandomMat(17, 12); ncnn::Mat c = RandomMat(19, 15); return 0 || test_flip_nd(a) || test_flip_nd(b) || test_flip_nd(c); } static int test_flip_3() { ncnn::Mat a = RandomMat(128); ncnn::Mat b = RandomMat(124); ncnn::Mat c = RandomMat(127); return 0 || test_flip_nd(a) || test_flip_nd(b) || test_flip_nd(c); } static ncnn::Mat param_int_array(int size, int value) { ncnn::Mat m(size); int* p = m; for (int i = 0; i < size; i++) p[i] = value; return m; } #if NCNN_VALIDATION static int test_flip_load_param() { ncnn::ParamDict base; base.set(0, param_int_array(1, 0)); if (test_layer_param(ncnn::LayerType::Flip, base, 0) || test_layer_param(ncnn::LayerType::Flip, base, 0, ncnn::Mat(0), 0)) return -1; ncnn::Mat missing_data(0); missing_data.w = 1; if (test_layer_param(ncnn::LayerType::Flip, base, 0, missing_data, -1) != 0) return -1; ncnn::Mat negative_length(0); negative_length.w = -1; return 0 || test_layer_param(ncnn::LayerType::Flip, base, 0, negative_length, -1) || test_layer_param(ncnn::LayerType::Flip, base, 0, ncnn::Mat(0, (size_t)1u), -1) || test_layer_param(ncnn::LayerType::Flip, base, 0, ncnn::Mat(1, (size_t)1u), -1) || test_layer_param(ncnn::LayerType::Flip, base, 0, ncnn::Mat(1, 2), -1) || test_layer_param(ncnn::LayerType::Flip, base, 0, 1.f, -1) || test_layer_param(ncnn::LayerType::Flip, base, 0, param_int_array(5, 1), -1) || test_layer_param(ncnn::LayerType::Flip, base, 0, param_int_array(1, INT_MIN), -1); } static int test_flip_load_param_serialized() { TestParamDict typed; #if NCNN_STRING if (typed.load_param("-23300=1,0.0") != 0) return -1; if (test_layer_param(ncnn::LayerType::Flip, typed, -1) != 0) return -1; if (typed.load_param("-23300=0") != 0) return -1; if (test_layer_param(ncnn::LayerType::Flip, typed, 0) != 0) return -1; #endif // binary parameters use little-endian byte order const unsigned char binary[] = { 0xfc, 0xa4, 0xff, 0xff, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x17, 0xff, 0xff, 0xff }; if (typed.load_param_bin(binary) != 0) return -1; if (test_layer_param(ncnn::LayerType::Flip, typed, 0) != 0) return -1; const unsigned char empty_binary[] = { 0xfc, 0xa4, 0xff, 0xff, 0x00, 0x00, 0x00, 0x00, 0x17, 0xff, 0xff, 0xff }; if (typed.load_param_bin(empty_binary) != 0) return -1; return test_layer_param(ncnn::LayerType::Flip, typed, 0); } #endif // NCNN_VALIDATION int main() { SRAND(7767517); return 0 || test_flip_0() || test_flip_1() || test_flip_2() || test_flip_3() #if NCNN_VALIDATION || test_flip_load_param() || test_flip_load_param_serialized() #endif // NCNN_VALIDATION ; }