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train_file: ['data/vqa_train.json',
'data/vqa_val.json',
'data/vg_qa.json']
test_file: ['data/vqa_test.json']
answer_list: 'data/answer_list.json'
vqa_root: '/export/share/datasets/vision/VQA/Images/mscoco/' #train2014/
vg_root: '/export/share/datasets/vision/visual-genome/' #image/
image_res: 384
batch_size_train: 32
batch_size_test: 16
k_test: 128
alpha: 0.4
distill: True
warm_up: True
eos: '[SEP]'
bert_config: 'configs/config_bert.json'
optimizer: {opt: adamW, lr: 2e-5, weight_decay: 0.02}
schedular: {sched: cosine, lr: 2e-5, epochs: 8, min_lr: 1e-6, decay_rate: 1, warmup_lr: 1e-5, warmup_epochs: 4, cooldown_epochs: 0}