Fixed typo in README

fixed README formating

Added results for the different versions of the code

FPGA documentation completed.

Added more details for FPGA dev.

Added FPGA specs to README

Modifed make settings

FPGA implementation seems to work for all three data sets. Need to optimize the data flow for better performance.

Fixed code for building cl code

Comipling. There are some issues about run time usage of kernel code.

Modifed Makefile

Fixed few complie errors. Still having trouble with HDF5.

Finished implementation.

Still writing code

Started writing FPGA implementation code