VISA required for Singaporean tourist in Hong Kong travelling by train to Guangzhou and Shenzhen?

Singaporean tourist staying in Hong Kong for a few days. Thinking of visiting Guangzhou for 3 days going by train. Do I need any entry permit? Similarly, may want to visit Shenzhen by train for a day or 2, is entry permit required?
Thanks