Initial commit

External_Functions/README.md

-/****************************************************/
 
-Basic helpfull functions used by some of the programs. 
-Function explanation and usage included in corresponding header(.h) files.
+# Basic helpfull functions used by some of the programs. 
+
+### Function explanation and usage included in corresponding header(.h) files.
 
 Modify at your own risk!
 
+```
 ->input.c
 20/05/2017: Completed
 
@@ -21,6 +22,4 @@ Modify at your own risk!
 ->timer.c
 06/09/2017: Completed
 19/09/2017: Modified for better precision
-
-
-/****************************************************/
+```

GPUs/README.md

-/****************************************************/
-
-A single GPU impementation of the Matrix-Vector algorithm with:
+# A single GPU impementation of the Matrix-Vector algorithm with:
 
+```
 ->cuBLAS(BLAS routines implemented on the GPU by NVIDIA)
 07/09/2017: Completed
 13/09/2017: Modified to use unified memory
 
 ->CUDA (under construction)
+```
 
-/****************************************************/

MPI/README.md

-/****************************************************/
-
-A parallel MPI implementation of the matrix-vector multiplication algorithm
+# A parallel MPI implementation of the matrix-vector multiplication algorithm
 
+```
 ->MPI(Basic implementation using intel mpi for compilation)
 19/09/2017: Completed
 
 ->MPI-OpenMP(Hybrid implementation with MPI for data management between nodes and OpenMP for computations)
 20/09/2017: Completed
-
-/****************************************************/
+```

OpenMP/README.md

-/****************************************************/
-
-Two OpenMP impementations of the Matrix-Vector algorithm:
+# Two OpenMP impementations of the Matrix-Vector algorithm:
 
+```
 ->OpenMP (a simple naive parallel for implementation)
 07/09/2017: Completed
 
 ->OpenMP_aff(matrix initialization with first touch policy to minimize socket memory transactions. Threads are bind to certain cores)
 13/09/2017: Completed
 18/09/2017: Added thread binding to match memmory alocation pattern
+```
 
-/****************************************************/

Outputs/README.md

-/****************************************************/
+# A folder containing program outputs and error checking files (Debug)
 
-A folder containing program outputs and error checking files (Debug)
-
-/****************************************************/

Serial/README.md

-/****************************************************/
-
-A serial impementation of the Matrix-Vector algorithm:
+# A serial impementation of the Matrix-Vector algorithm:
 
+```
 ->Serial(Mostly used for time comparison and error checking)
 05/09/2017: Completed
-
-/****************************************************/
+```