// Copyright 2019 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" static int test_relu(const ncnn::Mat& a, float slope, int flag = 0) { ncnn::ParamDict pd; pd.set(0, slope); //slope std::vector weights(0); int ret = test_layer("ReLU", pd, weights, a, 0.001, flag); if (ret != 0) { fprintf(stderr, "test_relu failed a.dims=%d a=(%d %d %d %d) slope=%f\n", a.dims, a.w, a.h, a.d, a.c, slope); } return ret; } // cpu pack8/pack16 cases reuse the Vulkan pack4 path covered by the pack4 cases // keep the 1d sizes for dispatch boundary coverage static int test_relu_0() { return 0 || test_relu(RandomMat(5, 6, 7, 24), 0.f, TEST_LAYER_DISABLE_GPU_TESTING) || test_relu(RandomMat(5, 6, 7, 24), 0.1f, TEST_LAYER_DISABLE_GPU_TESTING) || test_relu(RandomMat(7, 8, 9, 12), 0.f) || test_relu(RandomMat(7, 8, 9, 12), 0.1f) || test_relu(RandomMat(3, 4, 5, 13), 0.f) || test_relu(RandomMat(3, 4, 5, 13), 0.1f); } static int test_relu_1() { return 0 || test_relu(RandomMat(5, 7, 24), 0.f, TEST_LAYER_DISABLE_GPU_TESTING) || test_relu(RandomMat(5, 7, 24), 0.1f, TEST_LAYER_DISABLE_GPU_TESTING) || test_relu(RandomMat(7, 9, 12), 0.f) || test_relu(RandomMat(7, 9, 12), 0.1f) || test_relu(RandomMat(3, 5, 13), 0.f) || test_relu(RandomMat(3, 5, 13), 0.1f); } static int test_relu_2() { return 0 || test_relu(RandomMat(15, 24), 0.f, TEST_LAYER_DISABLE_GPU_TESTING) || test_relu(RandomMat(15, 24), 0.1f, TEST_LAYER_DISABLE_GPU_TESTING) || test_relu(RandomMat(17, 12), 0.f) || test_relu(RandomMat(17, 12), 0.1f) || test_relu(RandomMat(19, 15), 0.f) || test_relu(RandomMat(19, 15), 0.1f); } static int test_relu_3() { return 0 || test_relu(RandomMat(128), 0.f) || test_relu(RandomMat(128), 0.1f) || test_relu(RandomMat(124), 0.f) || test_relu(RandomMat(124), 0.1f) || test_relu(RandomMat(127), 0.f) || test_relu(RandomMat(127), 0.1f); } int main() { SRAND(7767517); return 0 || test_relu_0() || test_relu_1() || test_relu_2() || test_relu_3(); }