Tap to Pay payments do not require your smartphone to be connected to the internet. You can simply tap your phone in the offline mode and the transaction will go through. However, the final status of these transactions will not be reflected on the Paytm app until you are connected to the internet. You can check the status in such cases from the POS terminal slip or bank SMS.