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image_root: '/export/share/datasets/vision/flickr30k/' | |
ann_root: 'annotation' | |
dataset: 'flickr' | |
# set pretrained as a file path or an url | |
pretrained: 'https://storage.googleapis.com/sfr-vision-language-research/BLIP/models/model_base_retrieval_flickr.pth' | |
# size of vit model; base or large | |
vit: 'base' | |
batch_size_train: 32 | |
batch_size_test: 64 | |
vit_grad_ckpt: True | |
vit_ckpt_layer: 4 | |
init_lr: 1e-5 | |
# vit: 'large' | |
# batch_size_train: 16 | |
# batch_size_test: 32 | |
# vit_grad_ckpt: True | |
# vit_ckpt_layer: 10 | |
# init_lr: 5e-6 | |
image_size: 384 | |
queue_size: 57600 | |
alpha: 0.4 | |
k_test: 128 | |
negative_all_rank: False | |
# optimizer | |
weight_decay: 0.05 | |
min_lr: 0 | |
max_epoch: 6 | |