| DATASET: | |
| data_path: "./data/experiment_5/prop_0_0" | |
| train_path: "./data/experiment_5/prop_0_0/train_80" | |
| val_path: "./data/experiment_5/prop_0_0/val_10" | |
| test_path: "./data/experiment_5/prop_0_0/test_10" | |
| num_class: 4 # 0:1-4, 1:5-7, 2:8-9, 3:10-13 | |
| img_size: 299 | |
| MODEL: | |
| name: "inceptionV3" | |
| ckpt_path: "./ckpt/experiment_5/" | |
| model_path: "./models/experiment_5/inceptionV3_prop_0_0" | |
| plots_path: "./plots/experiment_5/" | |
| TRAIN: | |
| batch_size: 32 | |
| num_epoch: 500 | |
| augment: True | |
| tune: False | |
| optimizer: "Adam" | |
| lr: 0.001 | |
| lr_tune: 0.0001 | |
| es: 15 | |