Accidental use of PCN test data for validation?

[lucasbrynte]

Hi!

I just wanted to report what I think might be a mistake in using the PCN test data not only for testing, but also for validation. Shouldn't utils.data_loaders.DatasetSubset.TEST in the following rather be utils.data_loaders.DatasetSubset.VAL..?

SnowflakeNet/core/train_pcn.py

Lines 36 to 37 in 93e7151

	val_data_loader = torch.utils.data.DataLoader(dataset=test_dataset_loader.get_dataset(
	utils.data_loaders.DatasetSubset.TEST),

Regards,
Lucas

[AllenXiangX]

Hi,
Thank you for your interest in our work. To have a fair comparisn with previous work on the PCN benchmark, the model is trained on the training set and validated on the test set as most previous work does.