Model selection: training-domain validation set
trial_seed: 0
	{'val_acc': 0.7342477496785255, 'test_acc': 0.7190379258624384}
		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': 0.7339262751821689, 'test_acc': 0.7323762588386544}
		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: 2
	{'val_acc': 0.7352121731675954, 'test_acc': 0.7176451682022713}
		hparams:
			batch_size: 318
			class_balanced: False
			data_augmentation: True
			lr: 0.00013416901146173725
			nonlinear_classifier: False
			resnet18: False
			resnet_dropout: 0.0
			vrex_lambda: 2.4304979276465213
			vrex_penalty_anneal_iters: 316
			weight_decay: 0.0
Model selection: training-domain CI validation set
trial_seed: 0
