Deep Neural Network in C with 2 layers

Class: COMP 605: Scientific Computing

Names: Anuradha Agarwal, Thomas Keller, Zack Humphries

Files and folder in this directory:

• main.c: serial code for the deep neural network
• evaluation.h: contains all the functions used in the serial code
• /openmp: contains all the files related to openMP
• /datasets: contains all the datasets used in this project
• /comparision: contains the forward propagation code used to compare results
• /CUDA: contains all the files related to CUDA

How to run serial code

There are 3 command line arguments: number of inputs(30 or 4800), learning rate, and number of epochs

• How to compile:

	gcc -o main main.c -lm

• How to run:

	./main <numberofInputs> <learningRate> <numberofEpochs>

Dataset Used

https://www.kaggle.com/datasets/uciml/breast-cancer-wisconsin-data?resource=download

Compared to

https://github.com/nihil21/parallel_nn

Licence:

MIT