// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2020 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" #include "layer/concat.h" static int test_concat(const std::vector& a, int axis, bool use_packing_layout) { ncnn::ParamDict pd; pd.set(0, axis);//axis std::vector weights(0); ncnn::ModelBinFromMatArray mb(weights.data()); ncnn::Option opt; opt.num_threads = 1; opt.use_vulkan_compute = true; opt.use_fp16_packed = false; opt.use_fp16_storage = false; opt.use_fp16_arithmetic = false; opt.use_int8_storage = false; opt.use_int8_arithmetic = false; opt.use_packing_layout = use_packing_layout; int ret = test_layer("Concat", pd, mb, opt, a); if (ret != 0) { fprintf(stderr, "test_concat failed a[0].dims=%d a[0]=(%d %d %d) axis=%d use_packing_layout=%d\n", a[0].dims, a[0].w, a[0].h, a[0].c, axis, use_packing_layout); } return ret; } static int test_concat_0() { std::vector a(3); a[0] = RandomMat(16, 12, 8); a[1] = RandomMat(16, 12, 8); a[2] = RandomMat(16, 12, 8); return 0 || test_concat(a, 0, false) || test_concat(a, 1, false) || test_concat(a, 2, false) || test_concat(a, 0, true) || test_concat(a, 1, true) || test_concat(a, 2, true) ; } static int test_concat_1() { std::vector a(3); a[0] = RandomMat(7, 3, 3); a[1] = RandomMat(7, 3, 8); a[2] = RandomMat(7, 3, 5); return test_concat(a, 0, false) || test_concat(a, 0, true); } static int test_concat_2() { std::vector a(3); a[0] = RandomMat(7, 3, 2); a[1] = RandomMat(7, 8, 2); a[2] = RandomMat(7, 5, 2); return test_concat(a, 1, false) || test_concat(a, 1, true); } static int test_concat_3() { std::vector a(3); a[0] = RandomMat(7, 3, 8); a[1] = RandomMat(7, 8, 8); a[2] = RandomMat(7, 5, 8); return test_concat(a, 1, false) || test_concat(a, 1, true); } static int test_concat_4() { std::vector a(3); a[0] = RandomMat(3, 7, 2); a[1] = RandomMat(8, 7, 2); a[2] = RandomMat(5, 7, 2); return test_concat(a, 2, false) || test_concat(a, 2, true); } static int test_concat_5() { std::vector a(3); a[0] = RandomMat(3, 7, 8); a[1] = RandomMat(8, 7, 8); a[2] = RandomMat(5, 7, 8); return test_concat(a, 2, false) || test_concat(a, 2, true); } static int test_concat_6() { std::vector a(3); a[0] = RandomMat(7, 3); a[1] = RandomMat(7, 8); a[2] = RandomMat(7, 5); return test_concat(a, 0, false) || test_concat(a, 0, true); } static int test_concat_7() { std::vector a(3); a[0] = RandomMat(3, 2); a[1] = RandomMat(8, 2); a[2] = RandomMat(5, 2); return test_concat(a, 1, false) || test_concat(a, 1, true); } static int test_concat_8() { std::vector a(3); a[0] = RandomMat(3, 8); a[1] = RandomMat(8, 8); a[2] = RandomMat(5, 8); return test_concat(a, 1, false) || test_concat(a, 1, true); } static int test_concat_9() { std::vector a(3); a[0] = RandomMat(3); a[1] = RandomMat(8); a[2] = RandomMat(5); return test_concat(a, 0, false) || test_concat(a, 0, true); } static int test_concat_10() { std::vector a(3); a[0] = RandomMat(4); a[1] = RandomMat(8); a[2] = RandomMat(12); return test_concat(a, 0, false) || test_concat(a, 0, true); } int main() { SRAND(7767517); return 0 || test_concat_0() || test_concat_1() || test_concat_2() || test_concat_3() || test_concat_4() || test_concat_5() || test_concat_6() || test_concat_7() || test_concat_8() || test_concat_9() || test_concat_10() ; }