report.md

Hyperparameters and test accuracy

Exp No	epoch	train_acc_epoch	val_acc	test_acc	val_loss	test_loss	base_model	patch_size	embed_dim
0	2	0.585938	0.564732	0.597098	0.679125	0.676568	convnext_tiny	8	32
1	2	0.543403	0.570312	0.577009	0.678275	0.683202	convnext_tiny	8	48
2	2	0.559028	0.544643	0.544643	0.68714	0.68714	convnext_tiny	8	16

Validation loss and validation accuracy plot

Optuna Hyperparameter Optimization

Experiment Name: catdog_classification

Best Parameters:

• model.patch_size: 8
• model.embed_dim: 32

Best Value (Metric):

0.5971