liBERTy / config.json
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Epoch 15: improved checkpoint (val_loss=0.1167)
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{
"backbone": "custom",
"hf_repo": "ImageInpainters/liBERTy",
"download_model": true,
"upload_model": true,
"upload_epochs": 5,
"img_size": 128,
"patch_size": 8,
"batch_size": 16,
"val_batch_size": 16,
"num_workers": 2,
"epochs": 20,
"dim": 192,
"depth": 6,
"heads": 6,
"mlp_ratio": 4.0,
"dropout": 0.1,
"decoder_dim": 192,
"lr": 0.0002,
"encoder_lr_scale": 0.1,
"weight_decay": 0.0001,
"valid_weight": 0.05,
"boundary_weight": 0.25,
"boundary_kernel_size": 7,
"pretrained_model_name": "google/vit-base-patch16-224-in21k",
"freeze_pretrained_embeddings": true,
"freeze_pretrained_blocks": 8,
"train_dir": "/kaggle/input/coco-2017-dataset/coco2017/train2017",
"val_dir": "/kaggle/input/coco-2017-dataset/coco2017/train2017",
"output_dir": "outputs_inpaint_bert"
}