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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
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