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Add weights

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weights/g3/132/ckpts/.gitattributes ADDED
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+ last.ckpt filter=lfs diff=lfs merge=lfs -text
weights/g3/132/ckpts/last.ckpt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:addd82667bc32d409150b43a4403abbf77da3a969f1b5487ad2769139db47c8e
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+ size 219262999
weights/g3/132/config.yaml ADDED
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+ data_dir: /shared/g-luo/public/geolocation_via_guidebook_grounding
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+ out_dir: /shared/g-luo/geoguessr/models/im2gps_kb/public
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+ wandb_dir: geolocation_via_guidebook_grounding
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+ seed: 132
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+ model_params:
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+ arch: resnet50
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+ setting: image_clip_clues
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+ name: resnet50_image_clip_clues_fixed-attn-sup
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+ weights: ${data_dir}/weights/isn_epoch=014-val_loss=18.4833.ckpt
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+ batch_size: 128
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+ val_check_interval: 1000
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+ optim:
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+ params:
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+ lr: 0.01
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+ momentum: 0.9
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+ weight_decay: 0.0001
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+ attention_lr: 0.001
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+ scheduler:
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+ params:
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+ gamma: 0.5
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+ milestones:
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+ - 4
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+ - 8
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+ - 12
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+ - 13
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+ - 14
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+ - 15
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+ loss_weight: ${data_dir}/dataset/loss_weight/countries.json
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+ partitionings:
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+ ptype: default
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+ shortnames:
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+ - countries
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+ files:
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+ - ${data_dir}/dataset/s2_cells/countries.csv
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+ skiprows: 0
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+ msgpack_train_dir: ${data_dir}/dataset/train/msgpack
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+ msgpack_val_dir: ${data_dir}/dataset/val/msgpack
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+ train_meta_path: ${data_dir}/dataset/train/train.csv
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+ val_meta_path: ${data_dir}/dataset/val/val.csv
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+ train_label_mapping: ${data_dir}/dataset/train/label_mapping/countries.json
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+ val_label_mapping: ${data_dir}/dataset/val/label_mapping/countries.json
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+ key_img_id: id
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+ key_img_encoded: image
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+ num_workers_per_loader: 6
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+ attn_beta: 1.0
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+ attn_image_size: 768
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+ attn_text_size: 768
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+ text_features_file: ${data_dir}/dataset/features/guidebook_roberta_base.pkl
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+ image_features_file: ${data_dir}/dataset/features/streetview_clip_rn50x16.pkl
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+ attn_layer_norm_type: sigmoid
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+ attn_input_norm_type: batch_norm
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+ text_labels_file: ${data_dir}/dataset/pseudo_labels/countries.json
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+ attn_loss_weight: 50
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+ attn_loss_alpha: 0.75
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+ attn_loss_type: bce
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+ trainer_params:
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+ gpus: 1
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+ max_epochs: 15
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+ precision: 16
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+ reload_dataloaders_every_n_epochs: 1
weights/isn_epoch=014-val_loss=18.4833.ckpt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:96e22842ab9af12ec1e801717cd8f662a723e433eb573ae575c25839f5492964
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+ size 571821130