openvqa/configs/vqa/mfh.yml

# Network
MODEL_USE: mfb
HIGH_ORDER: True # True for MFH, False for MFB
HIDDEN_SIZE: 512
MFB_K: 5
MFB_O: 1000
LSTM_OUT_SIZE: 1024
DROPOUT_R: 0.1
I_GLIMPSES: 2
Q_GLIMPSES: 2

# Execution
BATCH_SIZE: 64
LR_BASE: 0.0007
LR_DECAY_R: 0.25
LR_DECAY_LIST: [10, 12]
WARMUP_EPOCH: 3
MAX_EPOCH: 13
GRAD_NORM_CLIP: -1
GRAD_ACCU_STEPS: 1
LOSS_FUNC: kld
LOSS_REDUCTION: sum
OPT: Adam
OPT_PARAMS: {betas: '(0.9, 0.99)', eps: '1e-9'}