// Copyright 2021 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" static int test_gelu(const ncnn::Mat& a, bool fast_gelu) { ncnn::ParamDict pd; pd.set(0, fast_gelu ? 1 : 0); std::vector weights(0); int ret = test_layer("GELU", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_gelu failed a.dims=%d a=(%d %d %d %d) fast_gelu=%s\n", a.dims, a.w, a.h, a.d, a.c, fast_gelu ? "true" : "false"); } return ret; } static int test_gelu_0() { return 0 || test_gelu(RandomMat(6, 7, 9, 32), false) || test_gelu(RandomMat(6, 7, 9, 32), true) || test_gelu(RandomMat(5, 6, 7, 24), false) || test_gelu(RandomMat(5, 6, 7, 24), true) || test_gelu(RandomMat(7, 8, 9, 12), false) || test_gelu(RandomMat(7, 8, 9, 12), true) || test_gelu(RandomMat(3, 4, 5, 13), false) || test_gelu(RandomMat(3, 4, 5, 13), true); } static int test_gelu_1() { return 0 || test_gelu(RandomMat(9, 7, 32), false) || test_gelu(RandomMat(9, 7, 32), true) || test_gelu(RandomMat(5, 7, 24), false) || test_gelu(RandomMat(5, 7, 24), true) || test_gelu(RandomMat(7, 9, 12), false) || test_gelu(RandomMat(7, 9, 12), true) || test_gelu(RandomMat(3, 5, 13), false) || test_gelu(RandomMat(3, 5, 13), true); } static int test_gelu_2() { return 0 || test_gelu(RandomMat(13, 32), false) || test_gelu(RandomMat(13, 32), true) || test_gelu(RandomMat(15, 24), false) || test_gelu(RandomMat(15, 24), true) || test_gelu(RandomMat(17, 12), false) || test_gelu(RandomMat(17, 12), true) || test_gelu(RandomMat(19, 15), false) || test_gelu(RandomMat(19, 15), true); } static int test_gelu_3() { return 0 || test_gelu(RandomMat(128), false) || test_gelu(RandomMat(128), true) || test_gelu(RandomMat(124), false) || test_gelu(RandomMat(124), true) || test_gelu(RandomMat(127), false) || test_gelu(RandomMat(127), true) || test_gelu(RandomMat(120), false) || test_gelu(RandomMat(120), true); } int main() { SRAND(7767517); return 0 || test_gelu_0() || test_gelu_1() || test_gelu_2() || test_gelu_3(); }