| arch: resnet50 | |
| batch_size: 128 | |
| key_img_encoded: image | |
| key_img_id: id | |
| msgpack_train_dir: resources/images/mp16 | |
| msgpack_val_dir: resources/images/yfcc25600 | |
| num_workers_per_loader: 6 | |
| optim: | |
| params: | |
| lr: 0.01 | |
| momentum: 0.9 | |
| weight_decay: 0.0001 | |
| partitionings: | |
| files: | |
| - resources/s2_cells/cells_50_5000.csv | |
| - resources/s2_cells/cells_50_2000.csv | |
| - resources/s2_cells/cells_50_1000.csv | |
| ptype: default | |
| shortnames: | |
| - coarse | |
| - middle | |
| - fine | |
| scheduler: | |
| params: | |
| gamma: 0.5 | |
| milestones: | |
| - 4 | |
| - 8 | |
| - 12 | |
| - 13 | |
| - 14 | |
| - 15 | |
| train_label_mapping: resources/mp16_places365_mapping_h3.json | |
| train_meta_path: resources/mp16_places365.csv | |
| val_check_interval: 4000 | |
| val_label_mapping: resources/yfcc_25600_places365_mapping_h3.json | |
| val_meta_path: resources/yfcc25600_places365.csv | |
| weights: null | |