// Copyright 2021 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" static int test_expanddims(const ncnn::Mat& a, int expand_w, int expand_h, int expand_d, int expand_c) { ncnn::ParamDict pd; pd.set(0, expand_w); pd.set(1, expand_h); pd.set(11, expand_d); pd.set(2, expand_c); std::vector weights(0); int ret = test_layer("ExpandDims", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_expanddims failed a.dims=%d a=(%d %d %d %d) expand_w=%d expand_h=%d expand_d=%d expand_c=%d\n", a.dims, a.w, a.h, a.d, a.c, expand_w, expand_h, expand_d, expand_c); } return ret; } 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_expanddims_axes(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(3, axes); std::vector weights(0); int ret = test_layer("ExpandDims", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_expanddims_axes failed a.dims=%d a=(%d %d %d %d)\n", 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_expanddims_all_params(const ncnn::Mat& a) { return 0 || test_expanddims(a, 0, 0, 0, 0) || test_expanddims(a, 0, 0, 0, 1) || test_expanddims(a, 0, 0, 1, 0) || test_expanddims(a, 0, 0, 1, 1) || test_expanddims(a, 0, 1, 0, 0) || test_expanddims(a, 0, 1, 0, 1) || test_expanddims(a, 0, 1, 1, 0) || test_expanddims(a, 0, 1, 1, 1) || test_expanddims(a, 1, 0, 0, 0) || test_expanddims(a, 1, 0, 0, 1) || test_expanddims(a, 1, 0, 1, 0) || test_expanddims(a, 1, 0, 1, 1) || test_expanddims(a, 1, 1, 0, 0) || test_expanddims(a, 1, 1, 0, 1) || test_expanddims(a, 1, 1, 1, 0) || test_expanddims(a, 1, 1, 1, 1) || test_expanddims_axes(a, IntArray(0)) || test_expanddims_axes(a, IntArray(1)) || test_expanddims_axes(a, IntArray(2)) || test_expanddims_axes(a, IntArray(3)) || test_expanddims_axes(a, IntArray(0, 1)) || test_expanddims_axes(a, IntArray(0, 2)) || test_expanddims_axes(a, IntArray(0, 3)) || test_expanddims_axes(a, IntArray(1, 2)) || test_expanddims_axes(a, IntArray(1, 3)) || test_expanddims_axes(a, IntArray(2, 3)) || test_expanddims_axes(a, IntArray(0, 1, 2)) || test_expanddims_axes(a, IntArray(0, 1, 3)) || test_expanddims_axes(a, IntArray(0, 2, 3)) || test_expanddims_axes(a, IntArray(1, 2, 3)) || test_expanddims_axes(a, IntArray(0, 1, 2, 3)); } static int test_expanddims_0() { return 0 || test_expanddims_all_params(RandomMat(3, 12, 16)) || test_expanddims_all_params(RandomMat(3, 1, 16)) || test_expanddims_all_params(RandomMat(1, 33, 15)) || test_expanddims_all_params(RandomMat(1, 14, 1)) || test_expanddims_all_params(RandomMat(12, 13, 1)) || test_expanddims_all_params(RandomMat(1, 1, 1)); } static int test_expanddims_1() { return 0 || test_expanddims_all_params(RandomMat(14, 16)) || test_expanddims_all_params(RandomMat(1, 14)) || test_expanddims_all_params(RandomMat(11, 1)) || test_expanddims_all_params(RandomMat(1, 1)); } static int test_expanddims_2() { return 0 || test_expanddims_all_params(RandomMat(120)) || test_expanddims_all_params(RandomMat(1)); } int main() { SRAND(7767517); return test_expanddims_0() || test_expanddims_1() || test_expanddims_2(); }