Given 60K training samples, what is 1875 in each epoch?
1875
refers to number of mini batches processed per epoch. This term is also referred to as steps per epoch
. When batch size is set to 32 (is the default if one isn’t specified), since there are 60_000 examples in the training set, 60_000 / 32 = 1875.
If not set manually, this value corresponds to ceil(train_dataset_size / batch_size)
Please see this for more on steps_per_epoch
.
This helps. Thanks.