The rest of this report will structured as follows:

\textbf{Chapter 2:} Relevant researched background material and related work is emphasized and explained such that the reader has all the presumed knowledge to understand the rest of the work. It is also a way to show how this project builds upon existing work in the same field. 

\textbf{Chapter 3:} A short introduction to which hardware and software is used in the project. A description of how the implementations in this project were performed, and why certain implementation choices were made are explained. Here one will also find the thoughts put behind each optimization and what the expectations are as to how they will perform and test.

\textbf{Chapter 4:} Results regarding I/O tests are presented and discussed. The main focus is the blocking techniques used to achieve good disk access times and explaining why they are so efficient. Results regarding convolution tests on various platforms are presented and discussed as well. The main focus here is on comparing the implementations and presenting speedup and computation percentage. An in depth analysis of the comparisons and traits are also shown.

\textbf{Chapter 5:} Here one will find the conclusion of the work performed and suggested futher work in the field. 

\textbf{Appendix:} Tables of results gathered during the benchmarking process are included in the appendix. some of these results are summarized in graphs in Chapter 4.