/******************************************************************************** * Copyright (c) 2023 CEA-List * * This program and the accompanying materials are made available under the * terms of the Eclipse Public License 2.0 which is available at * http://www.eclipse.org/legal/epl-2.0. * * SPDX-License-Identifier: EPL-2.0 * ********************************************************************************/ #include <catch2/catch_test_macros.hpp> #include "aidge/data/Tensor.hpp" #include "aidge/operator/Reshape.hpp" #include "aidge/backend/cpu.hpp" #include <memory> using namespace Aidge; TEST_CASE("[cpu/operator] Reshape(forward)") { SECTION("1D Tensor") { std::shared_ptr<Tensor> input = std::make_shared<Tensor>(Array1D<float,6> { {1.0, 2.0, 3.0, 4.0, 5.0, 6.0} }); std::shared_ptr<Tensor> expectedOutput = std::make_shared<Tensor>(Array2D<float,2,3> { { {1.0, 2.0, 3.0}, {4.0, 5.0, 6.0} } }); std::shared_ptr<Node> myReshape = Reshape({2, 3}); auto op = std::static_pointer_cast<OperatorTensor>(myReshape -> getOperator()); op->associateInput(0, input); op->setDataType(DataType::Float32); op->setBackend("cpu"); op->computeOutputDims(); myReshape->forward(); REQUIRE(*(op->getOutput(0)) == *expectedOutput); } SECTION("2D Tensor") { std::shared_ptr<Tensor> input = std::make_shared<Tensor>(Array2D<float,2,3> { { {1.0, 2.0, 3.0}, {4.0, 5.0, 6.0} } }); std::shared_ptr<Tensor> expectedOutput = std::make_shared<Tensor>(Array2D<float,3,2> { { {1.0, 2.0}, {3.0, 4.0}, {5.0, 6.0} } }); std::shared_ptr<Node> myReshape = Reshape({3, 2}); auto op = std::static_pointer_cast<OperatorTensor>(myReshape -> getOperator()); op->associateInput(0, input); op->setDataType(DataType::Float32); op->setBackend("cpu"); op->computeOutputDims(); myReshape->forward(); REQUIRE(*(op->getOutput(0)) == *expectedOutput); } }