Visa from Hongkong to Shenzhen & Guangzhou

Hi, I am from Indonesia, I have a vacation to Hongkong (4d), SZ(2d) and Guangzhou(2d) with my wife and daughter.
I already booking hostel in SZ and Guangzhou
I will back to Indonesia from Guangzhou Airport.
Can I use Visa on Arrival from Hongkong to SZ and next to Guangzhou ?
Because I will take a plan on 14 August, and no time to set tourist visa in my country yet
Neet your help ?
Thx