// Copyright 2020 Tencent // SPDX-License-Identifier: BSD-3-Clause #include "testutil.h" #define OP_TYPE_MAX 20 static int op_type = 0; static int test_unaryop(const ncnn::Mat& _a) { ncnn::Mat a = _a; if (op_type == 2 || op_type == 3) { // large dynamic range for floor ceil for (int i = 0; i < a.total(); i++) { a[i] *= 1000; } } if (op_type == 5 || op_type == 6 || op_type == 8 || op_type == 17) { // value must be positive for sqrt rsqrt log Randomize(a, 0.001f, 2.f); } if (op_type == 11 || op_type == 12 || op_type == 13) { // smaller range for tan asin acos Randomize(a, -1.f, 1.f); } #if __powerpc__ // nearbyintf produces wrong result in halfway cases, why ? // too troublesome to resolve the compiler or qemu problem // so just skip them --- nihui if (op_type == 18) { // drop 0.4 ~ 0.6 for (int i = 0; i < a.total(); i++) { float v = a[i]; float vv = fabs(v - (int)v); while (vv > 0.4f && vv < 0.6f) { v = RandomFloat(-15, 15); vv = fabs(v - (int)v); } a[i] = v; } } #endif // __powerpc__ ncnn::ParamDict pd; pd.set(0, op_type); std::vector weights(0); int ret = test_layer("UnaryOp", pd, weights, a); if (ret != 0) { fprintf(stderr, "test_unaryop failed a.dims=%d a=(%d %d %d %d) op_type=%d\n", a.dims, a.w, a.h, a.d, a.c, op_type); } return ret; } static int test_unaryop_0() { return 0 || test_unaryop(RandomMat(11, 3, 2, 16)) || test_unaryop(RandomMat(10, 2, 2, 12)) || test_unaryop(RandomMat(6, 1, 5, 13)); } static int test_unaryop_1() { return 0 || test_unaryop(RandomMat(11, 7, 16)) || test_unaryop(RandomMat(10, 4, 12)) || test_unaryop(RandomMat(6, 5, 13)); } static int test_unaryop_2() { return 0 || test_unaryop(RandomMat(12, 16)) || test_unaryop(RandomMat(10, 12)) || test_unaryop(RandomMat(14, 15)); } static int test_unaryop_3() { return 0 || test_unaryop(RandomMat(128)) || test_unaryop(RandomMat(12)) || test_unaryop(RandomMat(15)); } int main() { SRAND(7767517); for (op_type = 0; op_type < OP_TYPE_MAX; op_type++) { int ret = 0 || test_unaryop_0() || test_unaryop_1() || test_unaryop_2() || test_unaryop_3(); if (ret != 0) return ret; } return 0; }