// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2025 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_interp(const ncnn::Mat& a, int resize_type, int align_corner, const char* shape_expr) { ncnn::ParamDict pd; pd.set(0, resize_type); pd.set(5, 1); // dynamic_target_size pd.set(6, align_corner); pd.set(9, std::string(shape_expr)); std::vector weights(0); int ret = test_layer("Interp", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_interp failed a.dims=%d a=(%d %d %d %d) resize_type=%d align_corner=%d shape_expr=%s\n", a.dims, a.w, a.h, a.d, a.c, resize_type, align_corner, shape_expr); } return ret; } static int test_interp(const std::vector& as, int resize_type, int align_corner, const char* shape_expr) { ncnn::ParamDict pd; pd.set(0, resize_type); pd.set(5, 1); // dynamic_target_size pd.set(6, align_corner); pd.set(9, std::string(shape_expr)); std::vector weights(0); int ret = test_layer("Interp", pd, weights, as, 1); if (ret != 0) { fprintf(stderr, "test_interp failed a.dims=%d a=(%d %d %d %d) resize_type=%d align_corner=%d shape_expr=%s\n", as[0].dims, as[0].w, as[0].h, as[0].d, as[0].c, resize_type, align_corner, shape_expr); } return ret; } static int test_interp_0() { ncnn::Mat a = RandomMat(32, 25, 3); ncnn::Mat b = RandomMat(20, 14, 32); return 0 || test_interp(a, 1, 0, "0w,0h") || test_interp(a, 2, 0, "0w,5") || test_interp(b, 1, 0, "0w,0h") || test_interp(b, 2, 0, "0w,5") || test_interp(a, 3, 0, "square(neg(abs(max(min(//(*(-(+(0w,1),-1),4),4),100),-4)))),0h") || test_interp(a, 1, 0, "square(neg(abs(max(min(//(*(-(+(0w,1.0),-1.0),2.0),2.0),100.3),-2.2)))),0h") || test_interp(a, 2, 1, "0w,trunc(*(round(-(floor(+(ceil(*(0w,1.2)),0.7)),-0.4)),1.0001))") || test_interp(a, 3, 0, "*(0d,4),ceil(sqrt(square(*(asinh(sinh(atanh(tanh(atan(tan(acos(cos(asin(sin(/(0w,2))))))))))),16))))"); } static int test_interp_1() { std::vector as(2); as[0] = RandomMat(14, 15, 16); as[1] = RandomMat(28, 45, 48); return 0 || test_interp(as, 1, 0, "*(1w,0.5),/(1h,3)") || test_interp(as, 2, 0, "*(0w,0h),-(-(1c,0c),16)"); } static int test_interp_2() { ncnn::Mat a = RandomMat(14, 15, 16); ncnn::Mat b = RandomMat(22, 13); return 0 || test_interp(a, 1, 0, "*(0w,0.5),/(0h,3)") || test_interp(a, 1, 0, "1,4") || test_interp(a, 2, 1, "*(0w,0h),0c") || test_interp(b, 1, 0, "//(0w,3)") || test_interp(b, 2, 0, "-(0w,5)"); } int main() { SRAND(7767517); return 0 || test_interp_0() || test_interp_1() || test_interp_2(); }