/******************************************************************************* * * Copyright (c) Advanced Micro Devices, Inc., or its affiliates. * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. * *******************************************************************************/ #include "lstm.hpp" namespace { struct TestCase { TestCase(int dirMode_, int flatBatchFill_) : dirMode(dirMode_), flatBatchFill(flatBatchFill_) {} int dirMode; int flatBatchFill; friend std::ostream& operator<<(std::ostream& os, const TestCase& tc) { return os << "dir-mode:" << tc.dirMode << " flat-batch-fill:" << tc.flatBatchFill; } }; std::vector GetTestCases() { return std::vector{ // clang-format off // dir-mode flat-batch-fill TestCase(0, 0), TestCase(0, 1), TestCase(1, 0), TestCase(1, 1) // clang-format on }; } } // namespace template struct GPU_LSTM_dropout_test : LSTM_test, testing::TestWithParam { protected: void SetUp() override { this->dataType = miopen_type{}; auto [dirMode, flatBatchFill] = GetParam(); int useDropout{1}; int batchSize{17}; int seqLength{25}; this->useDropout = useDropout; this->batchSize = batchSize; this->seqLength = seqLength; this->inVecLen = batchSize; this->batchSeq = generate_batchSeq(batchSize, seqLength)[0]; this->numLayers = 3; this->hiddenSize = 67; this->dirMode = dirMode; this->flatBatchFill = flatBatchFill; } }; using GPU_LSTM_dropout_FP16 = GPU_LSTM_dropout_test; TEST_P(GPU_LSTM_dropout_FP16, HalfTest) { RunTest(); } INSTANTIATE_TEST_SUITE_P(Full, GPU_LSTM_dropout_FP16, testing::ValuesIn(GetTestCases())); using GPU_LSTM_dropout_FP32 = GPU_LSTM_dropout_test; TEST_P(GPU_LSTM_dropout_FP32, FloatTest) { RunTest(); } INSTANTIATE_TEST_SUITE_P(Full, GPU_LSTM_dropout_FP32, testing::ValuesIn(GetTestCases()));