Converting-the-toolkit-to-HIP.md

 # Hipify the code
-To be able to use the toolkit with AMD ROCm you need to first hipify the code. 
-Use provided script 
+To use the toolkit with AMD ROCm, you need to first hipify the code. 
+Use the provided script 
 [hipify.sh](https://gitlab.fizyka.pw.edu.pl/wtools/wslda/-/blob/public/hipify.sh). 
-The script uses `hipify-perl` conversion tool. You can download it from [here](https://github.com/ROCm-Developer-Tools/HIPIFY).
+The script uses the `hipify-perl` conversion tool. You can download it from [here](https://github.com/ROCm-Developer-Tools/HIPIFY).
 In the script you need to set correctly invocation of the `hipify-perl` tool. 
 ```bash 
 # SETTINGS
 HIPIFY_CMD="hipify-perl -hip-kernel-execution-syntax"
 ```
-The script must be executed from the main folder of W-SLDA Toolkit:
+The script must be executed from the main folder of the W-SLDA Toolkit:
 ```
 gawlazlo@uan02:/project/project_465000150/share/wslda> ./hipify.sh 
 ---> Converting WSLDA to HIP environment
@@ -23,7 +23,7 @@ gawlazlo@uan02:/project/project_465000150/share/wslda> ./hipify.sh
 ```
 
 # Compiling the code with HIP
-In order to activate compilation with `hipcc` compiler (analog of `nvcc` compiler) add to Makefile flags `HIPCC` and `HIPCCFLAGS`. For example:
+In order to activate compilation with the `hipcc` compiler (analog of the `nvcc` compiler), add to the Makefile flags `HIPCC` and `HIPCCFLAGS`. For example:
 ```make
 # COMPILERS
 CXX=cc
@@ -38,7 +38,7 @@ OBJDIR=./obj/
 BINDIR=./
 
 # COMPILER FLAGS
-# You may need to add also info about the platform 
+# You may also need to add info about the platform 
 # and path to HIP include files for C compiler
 CFLAGS=-D__HIP_PLATFORM_AMD__ -I$(HIP_PATH)/include
 # NVCCFLAGS= commented intentionally, it is replaced by HIPCCFLAGS below