modify typos in readme
## Intel CPU Platforms: Best Performance Setting
### Install MKL, OpenMP and JEMALLOC
-Through CONDA is the simplest way:
+The simplest way for installation is through ```conda install```:
```bash
conda install -y mkl mkl-include jemalloc
```
@@ -15,17 +15,17 @@ Check if your ```CONDA_PREFIX``` has a value by:
```bash
echo ${CONDA_PREFIX}
```
-If it's empty, it means that you're not in a traditional CONDA environment, you need to find the location of the ```.so.``` files by:
+If it is empty, it means that you are not in a traditional CONDA environment, you need to find the location of the ```.so``` files by:
```bash
find / -name "libjemalloc.so"
find / -name "libiomp5.so"
```
-It will show the path these file were installed into, for example:
+It will show the path these files were installed into. For example:
```bash
/home/name/lib/libjemalloc.so
/home/name/lib/libiomp5.so
```
-And then you should export this path as ```CONDA_PREFIX```:
+And then you should ```export``` this path as ```CONDA_PREFIX```:
```bash
export CONDA_PREFIX="/home/name"
```
@@ -40,11 +40,11 @@ export DNNL_PRIMITIVE_CACHE_CAPACITY=1024
```
### Frequency Governers
-Check frequency governer state on your machine:
+Check the frequency governer state on your machine:
```bash
cat /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
```
-If is shows ```powersave``` instead of ```performance```, execute:
+If it shows ```powersave``` instead of ```performance```, execute:
```bash
echo "performance" | sudo tee /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
cat /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor
