Model selection: training-domain validation set
trial_seed: 0
	{'val_acc': 0.730390055722246, 'test_acc': 0.7399153586543098}
		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: 2
	{'val_acc': 0.7319974282040291, 'test_acc': 0.7374511169443403}
		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: 1
	{'val_acc': 0.7414273467638235, 'test_acc': 0.7199335726147748}
		hparams:
			batch_size: 61
			class_balanced: False
			data_augmentation: True
			lr: 0.0025521952552627065
			nonlinear_classifier: False
			resnet18: False
			resnet_dropout: 0.5
			vrex_lambda: 1.0109861948955867
			vrex_penalty_anneal_iters: 5629
			weight_decay: 0.0
Model selection: training-domain CI validation set
trial_seed: 0
