It seems that there is no immediate solution which Apple has at the momement. After going through couple of email threads on apple disucssion forum I observered that there are about 3 popular solution which can work for you.
1. Reset the system SMC and NVRAM. Please visit the below mentioned links for this.
http://support.apple.com/kb/HT3964 & http://support.apple.com/kb/ht1379
2. Go to disk utilities and repair all your disk permission and reboot your system. Perform this task for atleast 2 times.
3. Switch off the 'Automatic Graphic Switching' option by going to: system preferences > power saver.
of all the options which I have tried, this one seems to work best in my system Macbook Retina 15" early 2014. Attaching a screenshot for your reference too.