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lxmert_trainval_tasks.yml
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lxmert_trainval_tasks.yml
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TASK1:
name: VQA
type: VL-classifier
num_labels: 3129
loss: BCEWithLogitLoss
process: normal
task_id: 1
dataroot: datasets/vqa/annotations
features_h5path1: datasets/mscoco/resnet101_faster_rcnn_genome_imgfeats/volta/trainval_feat.lmdb
features_h5path2: ''
train_annotations_jsonpath: ''
val_annotations_jsonpath: ''
max_seq_length: 20
max_region_num: 36
batch_size: 32
eval_batch_size: 1024
train_split: train
val_split: val
lr: 0.00005
num_epoch: 20
TASK12:
name: NLVR2
type: VL-binary-classifier
num_labels: 2
loss: BCEWithLogitLoss
process: nlvr
task_id: 12
dataroot: datasets/nlvr2/annotations
features_h5path1: datasets/nlvr2/resnet101_faster_rcnn_genome_imgfeats/volta/nlvr2_feat.lmdb
features_h5path2: ''
train_annotations_jsonpath: ''
val_annotations_jsonpath: ''
max_seq_length: 20
max_region_num: 36
batch_size: 32
eval_batch_size: 512
train_split: train
val_split: dev
lr: 0.00005
num_epoch: 20
TASK15:
name: GQA
type: VL-classifier-GQA
num_labels: 1842
loss: BCEWithLogitLoss
process: normal
task_id: 15
dataroot: datasets/gqa/annotations
features_h5path1: datasets/gqa/resnet101_faster_rcnn_genome_imgfeats/volta/vg_gqa_feat.lmdb
features_h5path2: ''
train_annotations_jsonpath: ''
val_annotations_jsonpath: ''
max_seq_length: 20
max_region_num: 36
batch_size: 32
eval_batch_size: 1024
train_split: train
val_split: val
lr: 0.00001
num_epoch: 20