You must check the cash when you go through customs, but it is not necessarily strict. For example, to go to Europe, the requirement is 5000 euros, so I took out nearly 1 10,000 euros.
I suggest you get a bank card in China, where you can withdraw money and exchange it outside to avoid the inconvenience and trouble caused by insufficient money.