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‎.gitignore

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‎.gitmodules

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[submodule "CTranslate2"]
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path = "externals/CTranslate2"
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url = https://github.com/OpenNMT/CTranslate2.git
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[submodule "Tokenizer"]
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path = "externals/Tokenizer"
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url = https://github.com/OpenNMT/Tokenizer.git

‎LICENSE

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MIT License
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Copyright (c) 2023 NM
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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------------------------------------------------------------------------------
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Portions of this software are Copyright (c) 2018- SYSTRAN. and/or
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Copyright (c) 2019- The OpenNMT Authors.
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------------------------------------------------------------------------------
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Copyright (c) 2018- SYSTRAN.
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Copyright (c) 2019- The OpenNMT Authors.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

‎README.md

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# CTranslate2Test
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Quick implementation/experimentation with OpenNMT's CTranslate2 library, primarily meant to just serve as an example of the core setup that is required.
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## Compiling
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### Prerequisites
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* [CUDA Developer Toolkit v11.0](https://developer.nvidia.com/cuda-toolkit)
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* [NVIDIA cuDNN for CUDA v11.0](https://developer.nvidia.com/cudnn)
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* [ICU Libraries](https://github.com/unicode-org/icu/tree/main)
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* A transformer model; for this project, the [CTranslate quickstart model](https://opennmt.net/CTranslate2/quickstart.html) is recommended.
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Ensure you have extracted cuDNN within your CUDA Developer Toolkit installation and that such libraries are within the system PATH, then:
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`git clone --recursive "https://github.com/NM-20/CTranslate2Test.git"`
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The [converted](https://opennmt.net/CTranslate2/conversion.html) model should be placed within a directory named "res" in the `TranslateTest` project.
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Compile the libraries within `externals`, ensuring that CTranslate2 is compiled with the following settings:
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`-G "Visual Studio 16 2019" -DOPENMP_RUNTIME=COMP -DWITH_CUDA=ON -DWITH_CUDNN=ON -DWITH_MKL=OFF`
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From there, you may proceed with building the `TranslateTest` project in VS 2022.

‎TranslationTest.cpp

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#include <onmt/Tokenizer.h>
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#include <ctranslate2/translator.h>
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using namespace std;
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onmt::Tokenizer mTokenizer("sentencepiece.model");
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// TODO: Look into why CPU usage results in an error
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ctranslate2::Translator mTranslator("ende_ctranslate2/", ctranslate2::Device::CUDA);
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int main()
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{
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std::vector<std::string> tokens;
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mTokenizer.tokenize("Hello World!", tokens);
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const std::vector<ctranslate2::TranslationResult> results = mTranslator.translate_batch({ tokens });
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std::cout << mTokenizer.detokenize(results[0].output()) << std::endl;
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// Expected output: Hallo Welt!
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return 0;
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}

‎TranslationTest.vcxproj

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