The finetuning job creation required us to specify the values for these three kinds of batch sizes in the Azure ML Studio but I do not understand why we are specifying the batch size initially if we have to provide the values for the training and validation batch sizes.

Batch size

Train and Val batch size

I have tried scanning through the docs online but none of them address this (to my knowledge).