// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // Unless required by applicable law or agreed to in writing, software distributed // under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR // CONDITIONS OF ANY KIND, either express or implied. See the License for the // specific language governing permissions and limitations under the License. #include "layer/expanddims.h" #include "testutil.h" static int test_expanddims(const ncnn::Mat& a, int expand_w, int expand_h, int expand_c) { ncnn::ParamDict pd; pd.set(0, expand_w); pd.set(1, expand_h); 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) expand_w=%d expand_h=%d expand_c=%d\n", a.dims, a.w, a.h, a.c, expand_w, expand_h, expand_c); } return ret; } static ncnn::Mat IntArrayMat(int a0) { ncnn::Mat m(1); int* p = m; p[0] = a0; return m; } static ncnn::Mat IntArrayMat(int a0, int a1) { ncnn::Mat m(2); int* p = m; p[0] = a0; p[1] = a1; return m; } static ncnn::Mat IntArrayMat(int a0, int a1, int a2) { ncnn::Mat m(3); int* p = m; p[0] = a0; p[1] = a1; p[2] = a2; return m; } static void print_int_array(const ncnn::Mat& a) { const int* pa = a; fprintf(stderr, "["); for (int i = 0; i < a.w; i++) { fprintf(stderr, " %d", pa[i]); } fprintf(stderr, " ]"); } static int test_expanddims_axes(const ncnn::Mat& a, const ncnn::Mat& axes) { 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)\n", a.dims, a.w, a.h, a.c); fprintf(stderr, " axes="); print_int_array(axes); fprintf(stderr, "\n"); } return ret; } static int test_expand_0() { ncnn::Mat as[7]; as[0] = RandomMat(1, 1, 1); as[1] = RandomMat(14, 16); as[2] = RandomMat(1, 14); as[3] = RandomMat(11, 1); as[4] = RandomMat(1, 1); as[5] = RandomMat(120); as[6] = RandomMat(1); for (int i = 0; i < 7; i++) { const ncnn::Mat& a = as[i]; int ret = 0 || test_expanddims(a, 0, 0, 0) || test_expanddims(a, 0, 0, 1) || test_expanddims(a, 0, 1, 0) || test_expanddims(a, 0, 1, 1) || test_expanddims(a, 1, 0, 0) || test_expanddims(a, 1, 0, 1) || test_expanddims(a, 1, 1, 0) || test_expanddims(a, 1, 1, 1) || test_expanddims_axes(a, IntArrayMat(0)) || test_expanddims_axes(a, IntArrayMat(1)) || test_expanddims_axes(a, IntArrayMat(2)) || test_expanddims_axes(a, IntArrayMat(0, 1)) || test_expanddims_axes(a, IntArrayMat(0, 2)) || test_expanddims_axes(a, IntArrayMat(1, 2)) || test_expanddims_axes(a, IntArrayMat(0, 1, 2)); if (ret != 0) return ret; } return 0; } int main() { SRAND(7767517); return test_expand_0(); }