// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2023 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/celu.h" #include "testutil.h" static int test_celu(const ncnn::Mat& a, float alpha) { ncnn::ParamDict pd; pd.set(0, alpha); std::vector weights(0); int ret = test_layer("CELU", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_celu failed a.dims=%d a=(%d %d %d %d) alpha=%f\n", a.dims, a.w, a.h, a.d, a.c, alpha); } return ret; } static int test_celu_0() { return 0 || test_celu(RandomMat(3, 8, 12, 18), 1.f) || test_celu(RandomMat(4, 7, 9, 16), 0.1f) || test_celu(RandomMat(3, 5, 12, 16), 1.f) || test_celu(RandomMat(9, 6, 7, 14), 0.1f) || test_celu(RandomMat(5, 6, 9, 10), 1.f) || test_celu(RandomMat(6, 8, 2, 15), 0.1f); } static int test_celu_1() { return 0 || test_celu(RandomMat(7, 6, 18), 1.f) || test_celu(RandomMat(9, 6, 15), 0.1f) || test_celu(RandomMat(9, 7, 16), 1.f) || test_celu(RandomMat(6, 10, 15), 0.1f) || test_celu(RandomMat(2, 7, 11), 1.f) || test_celu(RandomMat(6, 10, 7), 0.1f); } static int test_celu_2() { return 0 || test_celu(RandomMat(12, 18), 1.f) || test_celu(RandomMat(18, 12), 0.1f) || test_celu(RandomMat(23, 27), 1.f) || test_celu(RandomMat(18, 16), 0.1f) || test_celu(RandomMat(18, 16), 1.f) || test_celu(RandomMat(20, 16), 0.1f); } static int test_celu_3() { return 0 || test_celu(RandomMat(256), 1.f) || test_celu(RandomMat(64), 0.1f) || test_celu(RandomMat(128), 1.f) || test_celu(RandomMat(96), 0.1f) || test_celu(RandomMat(128), 1.f) || test_celu(RandomMat(128), 0.1f); } int main() { SRAND(7767517); return 0 || test_celu_0() || test_celu_1() || test_celu_2() || test_celu_3(); }