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config.yaml
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model_name: openai/clip-vit-base-patch32
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img_size: 224
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prompt_tokens: 12
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seed: 3407
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output_root: /workspace/elip_igualpaper/out_test_pokemon
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dataset:
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name: reach-vb/pokemon-blip-captions
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split: train
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image_column: image
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text_column: caption
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text_is_list: false
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max_train_examples: 1000
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hardmine_subset: 1000
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batch_size: 64
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num_workers: 4
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epochs: 1
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lr: 5.0e-5
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weight_decay: 0.01
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fp16: true
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grad_accum_steps: 1
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rerank_k:
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coco: 100
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flickr: 100
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occluded_coco: 500
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imagenet_r: 1000
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eval_split:
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name: reach-vb/pokemon-blip-captions
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split: train
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image_column: image
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text_column: caption
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text_is_list: false
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max_eval_examples: 500
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