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all_trainval_tasks.yml
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TASK1:
name: VQA
type: VL-classifier
num_labels: 3129
loss: BCEWithLogitLoss
process: normal
task_id: 1
dataroot: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/vqa
features_h5path1: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/mscoco/resnet101_faster_rcnn_genome_imgfeats/finetuning/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: 10
format: 'lmdb'
TASK8:
name: RetrievalFlickr30k
type: VL-logit
num_labels: 1
loss: CrossEntropyLoss
process: retrieval
task_id: 8
dataroot: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/flickr30k
features_h5path1: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/flickr30k/resnet101_faster_rcnn_genome_imgfeats/flickr30k_feat.lmdb
features_h5path2: ''
train_annotations_jsonpath: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/flickr30k/annotations/train_ann.jsonl
val_annotations_jsonpath: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/flickr30k/annotations/valid_ann.jsonl
max_seq_length: 30
max_region_num: 36
batch_size: 64
train_split: train
val_split: val
lr: 0.00002
num_epoch: 10
format: 'lmdb'
TASK12:
name: NLVR2
type: VL-binary-classifier
num_labels: 2
loss: BCEWithLogitLoss
process: nlvr
task_id: 12
dataroot: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/nlvr2/annotations
features_h5path1: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/nlvr2/resnet101_faster_rcnn_genome_imgfeats/nlvr2_feat.lmdb
_dataroot: /image/nlp-datasets/laura/data/nlvr2/annotations/
_features_h5path1: /image/nlp-datasets/emanuele/data/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: 10
format: 'lmdb'
TASK15:
name: GQA
type: VL-classifier-GQA
num_labels: 1842
loss: BCEWithLogitLoss
process: normal
task_id: 15
dataroot: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/gqa/annotations
features_h5path1: /projects/nlp_mgr-AUDIT/data/dataset/sxk199/gqa/resnet101_faster_rcnn_genome_imgfeats/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: 10
format: 'lmdb'