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/*******************************************************************************
*
* MIT License
*
* Copyright (c) 2020 Advanced Micro Devices, Inc.
*
* 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_common.hpp"
template <class T>
struct lstm_dropout_driver : lstm_basic_driver<T>
{
lstm_dropout_driver() : lstm_basic_driver<T>()
{
std::vector<int> modes(2, 0);
modes[1] = 1;
std::vector<int> defaultBS(1);
this->add(this->batchSize, "batch-size", this->generate_data({17}));
this->add(this->seqLength, "seq-len", this->generate_data({25}));
this->add(this->inVecLen, "vector-len", this->generate_data({17}));
this->add(this->hiddenSize, "hidden-size", this->generate_data({67}));
this->add(this->numLayers, "num-layers", this->generate_data({3}));
this->add(this->nohx, "no-hx", this->generate_data({false}));
this->add(this->nodhy, "no-dhy", this->generate_data({false}));
this->add(this->nocx, "no-cx", this->generate_data({false}));
this->add(this->nodcy, "no-dcy", this->generate_data({false}));
this->add(this->nohy, "no-hy", this->generate_data({false}));
this->add(this->nodhx, "no-dhx", this->generate_data({false}));
this->add(this->nocy, "no-cy", this->generate_data({false}));
this->add(this->nodcx, "no-dcx", this->generate_data({false}));
this->add(this->flatBatchFill, "flat-batch-fill", this->generate_data({false, true}));
this->add(this->useDropout, "use-dropout", this->generate_data({1}));
#if(MIO_LSTM_TEST_DEBUG == 3)
biasMode = 0;
dirMode = 0;
inputMode = 0;
algoMode = 0;
#else
this->add(this->inputMode, "in-mode", this->generate_data({0}));
this->add(this->biasMode, "bias-mode", this->generate_data({1}));
this->add(this->dirMode, "dir-mode", this->generate_data(modes));
this->add(this->algoMode, "algo-mode", this->generate_data({0}));
#endif
this->add(this->batchSeq, "batch-seq", this->generate_data(defaultBS));
}
};
int main(int argc, const char* argv[]) { test_drive<lstm_dropout_driver>(argc, argv); }
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