// 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 "testutil.h" static int test_squeeze(const ncnn::Mat& a, int squeeze_w, int squeeze_h, int squeeze_d, int squeeze_c) { ncnn::ParamDict pd; pd.set(0, squeeze_w); pd.set(1, squeeze_h); pd.set(11, squeeze_d); pd.set(2, squeeze_c); std::vector weights(0); int ret = test_layer("Squeeze", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_squeeze failed a.dims=%d a=(%d %d %d %d) squeeze_w=%d squeeze_h=%d squeeze_d=%d squeeze_c=%d\n", a.dims, a.w, a.h, a.d, a.c, squeeze_w, squeeze_h, squeeze_d, squeeze_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_squeeze_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("Squeeze", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_squeeze_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_squeeze_all_params(const ncnn::Mat& a) { return 0 || test_squeeze(a, 0, 0, 0, 0) || test_squeeze(a, 0, 0, 0, 1) || test_squeeze(a, 0, 0, 1, 0) || test_squeeze(a, 0, 0, 1, 1) || test_squeeze(a, 0, 1, 0, 0) || test_squeeze(a, 0, 1, 0, 1) || test_squeeze(a, 0, 1, 1, 0) || test_squeeze(a, 0, 1, 1, 1) || test_squeeze(a, 1, 0, 0, 0) || test_squeeze(a, 1, 0, 0, 1) || test_squeeze(a, 1, 0, 1, 0) || test_squeeze(a, 1, 0, 1, 1) || test_squeeze(a, 1, 1, 0, 0) || test_squeeze(a, 1, 1, 0, 1) || test_squeeze(a, 1, 1, 1, 0) || test_squeeze(a, 1, 1, 1, 1) || test_squeeze_axes(a, IntArray(0)) || test_squeeze_axes(a, IntArray(1)) || test_squeeze_axes(a, IntArray(2)) || test_squeeze_axes(a, IntArray(3)) || test_squeeze_axes(a, IntArray(0, 1)) || test_squeeze_axes(a, IntArray(0, 2)) || test_squeeze_axes(a, IntArray(0, 3)) || test_squeeze_axes(a, IntArray(1, 2)) || test_squeeze_axes(a, IntArray(1, 3)) || test_squeeze_axes(a, IntArray(2, 3)) || test_squeeze_axes(a, IntArray(0, 1, 2)) || test_squeeze_axes(a, IntArray(0, 1, 3)) || test_squeeze_axes(a, IntArray(0, 2, 3)) || test_squeeze_axes(a, IntArray(1, 2, 3)) || test_squeeze_axes(a, IntArray(0, 1, 2, 3)); } static int test_squeeze_0() { return 0 || test_squeeze_all_params(RandomMat(4, 5, 7, 16)) || test_squeeze_all_params(RandomMat(4, 5, 1, 15)) || test_squeeze_all_params(RandomMat(4, 1, 7, 12)) || test_squeeze_all_params(RandomMat(1, 5, 7, 16)) || test_squeeze_all_params(RandomMat(1, 5, 1, 15)) || test_squeeze_all_params(RandomMat(1, 1, 7, 12)) || test_squeeze_all_params(RandomMat(6, 1, 1, 16)) || test_squeeze_all_params(RandomMat(1, 1, 1, 15)) || test_squeeze_all_params(RandomMat(4, 5, 7, 1)) || test_squeeze_all_params(RandomMat(4, 5, 1, 1)) || test_squeeze_all_params(RandomMat(4, 1, 7, 1)) || test_squeeze_all_params(RandomMat(1, 5, 7, 1)) || test_squeeze_all_params(RandomMat(1, 5, 1, 1)) || test_squeeze_all_params(RandomMat(1, 1, 7, 1)) || test_squeeze_all_params(RandomMat(1, 1, 1, 1)); } static int test_squeeze_1() { return 0 || test_squeeze_all_params(RandomMat(3, 12, 16)) || test_squeeze_all_params(RandomMat(3, 1, 16)) || test_squeeze_all_params(RandomMat(1, 33, 15)) || test_squeeze_all_params(RandomMat(1, 14, 1)) || test_squeeze_all_params(RandomMat(12, 13, 1)) || test_squeeze_all_params(RandomMat(1, 1, 1)); } static int test_squeeze_2() { return 0 || test_squeeze_all_params(RandomMat(14, 16)) || test_squeeze_all_params(RandomMat(1, 14)) || test_squeeze_all_params(RandomMat(11, 1)) || test_squeeze_all_params(RandomMat(1, 1)); } static int test_squeeze_3() { return 0 || test_squeeze_all_params(RandomMat(120)) || test_squeeze_all_params(RandomMat(1)); } int main() { SRAND(7767517); return test_squeeze_0() || test_squeeze_1() || test_squeeze_2() || test_squeeze_3(); }