BLIP / configs /pretrain.yaml
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train_file: ['/export/share/junnan-li/VL_pretrain/annotation/coco_karpathy_train.json',
'/export/share/junnan-li/VL_pretrain/annotation/vg_caption.json',
]
laion_path: ''
# size of vit model; base or large
vit: 'base'
vit_grad_ckpt: False
vit_ckpt_layer: 0
image_size: 224
batch_size: 75
queue_size: 57600
alpha: 0.4
# optimizer
weight_decay: 0.05
init_lr: 3e-4
min_lr: 1e-6
warmup_lr: 1e-6
lr_decay_rate: 0.9
max_epoch: 20
warmup_steps: 3000