├── .dockerignore ├── .gitattributes ├── .github ├── CODEOWNERS ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── build_macos.yml │ ├── build_ubuntu.yml │ └── build_windows.yml ├── .gitignore ├── AUTHORS ├── CMakeLists.txt ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── README.md ├── cmake ├── check_files.cmake ├── copy_torch_dlls.cmake ├── cpplint.cmake ├── create_torch_dll_hardlinks.cmake ├── fetch_cifar10.cmake ├── fetch_datasets.cmake ├── fetch_flickr8k.cmake ├── fetch_imagenette.cmake ├── fetch_libtorch.cmake ├── fetch_mnist.cmake ├── fetch_neural_style_transfer_images.cmake ├── fetch_penntreebank.cmake └── find_gz_extractor.cmake ├── docker-compose.yml ├── docker └── docker-entrypoint.sh ├── extern └── CMakeLists.txt ├── images ├── pytorch_cpp.jpg └── pytorch_logo.svg ├── main.cpp ├── notebooks ├── pytorch_cpp_colab_notebook.ipynb └── tensor_slicing.ipynb ├── tutorials ├── advanced │ ├── generative_adversarial_network │ │ ├── CMakeLists.txt │ │ └── main.cpp │ ├── image_captioning │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ ├── caption_dataset.h │ │ │ ├── data_utils.h │ │ │ ├── decoder_rnn.h │ │ │ ├── encoder_cnn.h │ │ │ ├── scheduler.h │ │ │ ├── score.h │ │ │ ├── transform.h │ │ │ ├── validate.h │ │ │ └── vocabulary.h │ │ ├── model │ │ │ └── create_encoder_cnn_backbone_scriptmodule.py │ │ └── src │ │ │ ├── caption_dataset.cpp │ │ │ ├── data_utils.cpp │ │ │ ├── decoder_rnn.cpp │ │ │ ├── encoder_cnn.cpp │ │ │ ├── main.cpp │ │ │ ├── score.cpp │ │ │ ├── transform.cpp │ │ │ └── vocabulary.cpp │ ├── neural_style_transfer │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ └── vggnet.h │ │ ├── model │ │ │ └── create_vgg19_layers_scriptmodule.py │ │ └── src │ │ │ ├── main.cpp │ │ │ └── vggnet.cpp │ └── variational_autoencoder │ │ ├── CMakeLists.txt │ │ ├── include │ │ └── variational_autoencoder.h │ │ └── src │ │ ├── main.cpp │ │ └── variational_autoencoder.cpp ├── basics │ ├── feedforward_neural_network │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ └── neural_net.h │ │ └── src │ │ │ ├── main.cpp │ │ │ └── neural_net.cpp │ ├── linear_regression │ │ ├── CMakeLists.txt │ │ └── main.cpp │ ├── logistic_regression │ │ ├── CMakeLists.txt │ │ └── main.cpp │ └── pytorch_basics │ │ ├── CMakeLists.txt │ │ ├── main.cpp │ │ └── model │ │ └── create_resnet18_scriptmodule.py ├── intermediate │ ├── bidirectional_recurrent_neural_network │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ └── bi_rnn.h │ │ └── src │ │ │ ├── bi_rnn.cpp │ │ │ └── main.cpp │ ├── convolutional_neural_network │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ ├── convnet.h │ │ │ └── imagefolder_dataset.h │ │ └── src │ │ │ ├── convnet.cpp │ │ │ ├── imagefolder_dataset.cpp │ │ │ └── main.cpp │ ├── deep_residual_network │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ ├── cifar10.h │ │ │ ├── residual_block.h │ │ │ ├── resnet.h │ │ │ └── transform.h │ │ └── src │ │ │ ├── cifar10.cpp │ │ │ ├── main.cpp │ │ │ ├── residual_block.cpp │ │ │ └── transform.cpp │ ├── language_model │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ ├── corpus.h │ │ │ ├── dictionary.h │ │ │ └── rnn_lm.h │ │ └── src │ │ │ ├── corpus.cpp │ │ │ ├── dictionary.cpp │ │ │ ├── main.cpp │ │ │ └── rnn_lm.cpp │ └── recurrent_neural_network │ │ ├── CMakeLists.txt │ │ ├── include │ │ └── rnn.h │ │ └── src │ │ ├── main.cpp │ │ └── rnn.cpp └── popular │ └── blitz │ ├── README.md │ ├── autograd │ ├── CMakeLists.txt │ └── main.cpp │ ├── neural_networks │ ├── CMakeLists.txt │ ├── include │ │ └── nnet.h │ └── src │ │ ├── main.cpp │ │ └── nnet.cpp │ ├── tensors │ ├── CMakeLists.txt │ └── main.cpp │ └── training_a_classifier │ ├── CMakeLists.txt │ ├── include │ ├── cifar10.h │ └── nnet.h │ └── src │ ├── cifar10.cpp │ ├── main.cpp │ └── nnet.cpp └── utils └── image_io ├── CMakeLists.txt ├── include └── image_io.h └── src └── image_io.cpp /.dockerignore: -------------------------------------------------------------------------------- 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