pytorch_cpp_frontend

This repository contains learning exercises for pytorch cpp frontend

Requirements

1. Installation of LibTorch. Follow instructions in this pytorch tutorial under Writing a Basic Application section
2. C++ proficiency and knowledge of C++ Pytorch Frotend
3. Intel MKL Installation

sudo apt-get -y install intel-mkl

Build

mkdir build
cd build
cmake -DCMAKE_PREFIX_PATH=$PWD/../../libtorch ..
cmake --build . --config Release

Run

// Inside build directory
./currentExecutable

Display generated images

// Inside pytorch_cpp_fronted

python display.py -i build/dcgan-sample-200.pt 

Additional Checkpoint Branches

Checkpoint 1: Implement chain of transformations in C++

Solution : In branch variadic_templates

Checkpoint 2: DCGAN generating MNIST Images

Solution : In branch dcgan_v1