mutan_att_trainval_vg.yaml

logs:
    dir_logs: logs/vqa2/mutan_att_trainval
vqa:
    dataset: VQA2
    dir: data/vqa2
    trainsplit: trainval
    nans: 2000
    maxlength: 26
    minwcount: 0
    nlp: mcb
    pad: right
    samplingans: True
coco:
    dir: data/coco
    arch: fbresnet152torchported
    mode: att
    size: 448
vgenome:
    trainsplit: train
    dir: data/vgenome
    arch: fbresnet152
    mode: att
    size: 448
    nans: 2000
    maxlength: 26
    minwcount: 0
    nlp: mcb
    pad: right
model:
    arch: MutanAtt
    dim_v: 2048
    dim_q: 2400
    seq2vec:
        arch: skipthoughts
        dir_st: data/skip-thoughts
        type: BayesianUniSkip
        dropout: 0.25
        fixed_emb: False
    attention:
        nb_glimpses: 2
        dim_hv: 310
        dim_hq: 310
        dim_mm: 510
        R: 5
        dropout_v: 0.5
        dropout_q: 0.5
        dropout_mm: 0.5
        activation_v: tanh
        activation_q: tanh
        dropout_hv: 0
        dropout_hq: 0
    fusion:
        dim_hv: 620
        dim_hq: 310
        dim_mm: 510
        R: 5
        dropout_v: 0.5
        dropout_q: 0.5
        activation_v: tanh
        activation_q: tanh
        dropout_hv: 0
        dropout_hq: 0
    classif:
        dropout: 0.5
optim:
    lr: 0.0001
    batch_size: 128
    epochs: 100