// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // 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 "fastdeploy/core/fd_tensor.h" #include "fastdeploy/function/math.h" #include "glog/logging.h" #include "gtest_utils.h" #include "gtest/gtest.h" #include #include namespace fastdeploy { namespace function { std::vector CreateTestData() { // Shape: [2, 3, 4] std::vector x_data = { 0.8428625, 0.6461913, 0.13740455, 0.11430702, 0.659926, 0.535816, 0.7429162, 0.8456049, 0.21228176, 0.29970083, 0.8621713, 0.40894133, 0.12684688, 0.1566195, 0.42884097, 0.8476526, 0.2458633, 0.669046, 0.87888306, 0.6762589, 0.666453, 0.32523027, 0.4139388, 0.8341406}; return x_data; } TEST(fastdeploy, exp_sqrt_round_log) { CheckShape check_shape; CheckData check_data; FDTensor x, y; auto test_data = CreateTestData(); x.SetExternalData({2, 3, 4}, FDDataType::FP32, test_data.data()); // Test Sqrt function Sqrt(x, &y); std::vector sqrt_result = { 0.918075, 0.80386, 0.370681, 0.338093, 0.812358, 0.731995, 0.861926, 0.919568, 0.46074, 0.547449, 0.928532, 0.639485, 0.356156, 0.395752, 0.654859, 0.920681, 0.495846, 0.817952, 0.937488, 0.82235, 0.816366, 0.57029, 0.643381, 0.913313}; check_shape(y.shape, {2, 3, 4}); check_data(reinterpret_cast(y.Data()), sqrt_result.data(), sqrt_result.size()); // Test Exp function Exp(x, &y); std::vector exp_result = { 2.323007, 1.908259, 1.147292, 1.121096, 1.934649, 1.708842, 2.102057, 2.329386, 1.236496, 1.349455, 2.368297, 1.505223, 1.135243, 1.169551, 1.535477, 2.334161, 1.278725, 1.952374, 2.408208, 1.966507, 1.947318, 1.384349, 1.512764, 2.302834}; check_shape(y.shape, {2, 3, 4}); check_data(reinterpret_cast(y.Data()), exp_result.data(), exp_result.size()); // Test Round function Round(x, &y); std::vector round_result = {1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0}; check_shape(y.shape, {2, 3, 4}); check_data(reinterpret_cast(y.Data()), round_result.data(), round_result.size()); Ceil(x, &y); std::vector ceil_result = {1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0}; check_shape(y.shape, {2, 3, 4}); check_data(reinterpret_cast(y.Data()), ceil_result.data(), ceil_result.size()); Floor(x, &y); std::vector floor_result = {0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0}; check_shape(y.shape, {2, 3, 4}); check_data(reinterpret_cast(y.Data()), floor_result.data(), floor_result.size()); // Test Log function Log(x, &y); std::vector log_result = { -0.170951, -0.43666, -1.984826, -2.168867, -0.415628, -0.623964, -0.297172, -0.167703, -1.549841, -1.204971, -0.148301, -0.894184, -2.064775, -1.853936, -0.846669, -0.165284, -1.40298, -0.401902, -0.129103, -0.391179, -0.405786, -1.123222, -0.882037, -0.181353}; check_shape(y.shape, {2, 3, 4}); check_data(reinterpret_cast(y.Data()), log_result.data(), log_result.size()); } TEST(fastdeploy, abs) { CheckShape check_shape; CheckData check_data; FDTensor x, y; std::vector test_data = {-1, 2, 3, -5, -4, -6}; x.SetExternalData({2, 3}, FDDataType::FP32, test_data.data()); std::vector result = {1, 2, 3, 5, 4, 6}; Abs(x, &y); check_shape(y.shape, {2, 3}); check_data(reinterpret_cast(y.Data()), result.data(), result.size()); } } // namespace function } // namespace fastdeploy