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36 lines
993 B
36 lines
993 B
2 years ago
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{
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"train_txt_dbs": ["/db/vqa_train_base-cased.db",
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"/db/vqa_trainval_base-cased.db",
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"/db/vqa_vg_base-cased.db"],
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"train_img_dbs": ["/img/coco_train2014/", "/img/coco_val2014", "/img/vg/"],
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"val_txt_db": "/db/vqa_devval_base-cased.db",
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"val_img_db": "/img/coco_val2014/",
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"checkpoint": "/pretrain/uniter-base-iclr.pt",
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"model_config": "/src/config/uniter-base.json",
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"output_dir": "/storage/vqa/default",
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"max_txt_len": 60,
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"conf_th": 0.2,
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"max_bb": 100,
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"min_bb": 10,
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"num_bb": 36,
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"train_batch_size": 10240,
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"val_batch_size": 10240,
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"gradient_accumulation_steps": 5,
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"learning_rate": 8e-05,
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"valid_steps": 500,
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"num_train_steps": 6000,
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"optim": "adamw",
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"betas": [
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0.9,
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0.98
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],
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"dropout": 0.1,
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"weight_decay": 0.01,
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"grad_norm": 2.0,
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"warmup_steps": 600,
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"seed": 42,
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"fp16": true,
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"n_workers": 4,
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"pin_mem": true
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}
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