Please see the usage of skip_add (+=  operation) here: https://pytorch.org/tutorials/advanced/static_quantization_tutorial.html#model-architecture 50
The operators listed here https://pytorch.org/docs/stable/quantization.html#torch.nn.quantized.QFunctional 51 should be replaced with their functional module counterpart in the network before post-training quantization.