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39 lines
1.1 KiB
39 lines
1.1 KiB
2 years ago
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{
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"train_datasets": [
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{"name": "vcr",
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"db": ["/db/vcr_val_w_obj_ids_base-cased.db/"],
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"img": ["/img/vcr_val/;/img/vcr_gt_val/"],
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"tasks": ["mlm", "mrm", "mrckl"],
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"mix_ratio": [2, 1, 1]}
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],
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"val_datasets": [
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{"name": "vcr",
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"db": ["/db/vcr_val_w_obj_ids_base-cased.db/"],
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"img": ["/img/vcr_val/;/img/vcr_gt_val/"],
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"tasks": ["mlm", "mrm", "mrckl"]}
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],
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"checkpoint": "/pretrain/bert-base_weak_w_mlm_itm_mrm_mrckl_4gpu/ckpt/model_step_500000.pt",
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"vcr_task": ["qa", "qar"],
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"output_dir": "/storage/debug/mlm_mrm_mrckl-qa_qar-gt_det",
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"mrm_prob": 0.15,
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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": 8000,
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"val_batch_size": 8000,
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"gradient_accumulation_steps": 5,
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"learning_rate": 3e-05,
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"valid_steps": 10,
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"num_train_steps": 120000,
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"optim": "adamw",
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"decay": "linear",
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"dropout": 0.1,
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"weight_decay": 0.01,
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"grad_norm": -1,
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"warmup_steps": 12000,
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"seed": 42,
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"fp16": true
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}
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