Model selection: training-domain validation set
trial_seed: 2
	{'val_acc': 0.8503000428632661, 'test_acc': 0.10156961482830663}
		hparams:
			batch_size: 64
			class_balanced: False
			data_augmentation: True
			lr: 0.001
			nonlinear_classifier: False
			resnet18: False
			resnet_dropout: 0.0
			vrex_lambda: 10.0
			vrex_penalty_anneal_iters: 500
			weight_decay: 0.0
trial_seed: 0
	{'val_acc': 0.8510501500214316, 'test_acc': 0.10081962822092462}
		hparams:
			batch_size: 126
			class_balanced: False
			data_augmentation: True
			lr: 0.0003207929136369226
			nonlinear_classifier: False
			resnet18: False
			resnet_dropout: 0.5
			vrex_lambda: 0.14959251216362196
			vrex_penalty_anneal_iters: 8
			weight_decay: 0.0
trial_seed: 1
	{'val_acc': 0.8491213030432919, 'test_acc': 0.09771254084748486}
		hparams:
			batch_size: 64
			class_balanced: False
			data_augmentation: True
			lr: 0.001
			nonlinear_classifier: False
			resnet18: False
			resnet_dropout: 0.0
			vrex_lambda: 10.0
			vrex_penalty_anneal_iters: 500
			weight_decay: 0.0
Model selection: training-domain CI validation set
trial_seed: 2
