In this programming assignment, we will train a neural net for caption generation. This neural network is made of two components: a feed forward convolutional net $($CNN$)---$ to extract features from the images $---$ and a recurrent neural net $($RNN$)---$ to output a variable length caption for each input image. We will use MNIST $($handwritten digits$)$ dataset for this purpose.