PRINT_FREQ: 100
SAVE_FREQ: 1
MODEL_EMA: True
DATA:
  IMG_SIZE: 224
  NUM_WORKERS: 6
MODEL:
  TYPE: revcol_small
  NAME: revcol_small
  LABEL_SMOOTHING: 0.1
REVCOL:
  INTER_SUPV: True
  SAVEMM: True
  FCOE: 3.0
  CCOE: 0.7
  DROP_PATH: 0.3
TRAIN:  
  EPOCHS: 300
  BASE_LR: 1e-3
  WARMUP_EPOCHS: 20
  WEIGHT_DECAY: 0.05
  WARMUP_LR: 1e-5
  MIN_LR: 1e-6
  OPTIMIZER:
    NAME: 'adamw'
  CLIP_GRAD: 0.0
AUG:
  COLOR_JITTER: 0.4
# Use AutoAugment policy. "v0" or "original"
  AUTO_AUGMENT: 'rand-m9-mstd0.5-inc1'
# Random erase prob
  REPROB: 0.25
# Random erase mode
  REMODE: 'pixel'
# Random erase count
  RECOUNT: 1
# Mixup alpha, mixup enabled if > 0
  MIXUP:  0.8
# Cutmix alpha, cutmix enabled if > 0
  CUTMIX: 1.0
# Cutmix min/max ratio, overrides alpha and enables cutmix if set
  CUTMIX_MINMAX: None
# Probability of performing mixup or cutmix when either/both is enabled
  MIXUP_PROB: 1.0
# Probability of switching to cutmix when both mixup and cutmix enabled
  MIXUP_SWITCH_PROB: 0.5
# How to apply mixup/cutmix params. Per "batch", "pair", or "elem"
  MIXUP_MODE: 'batch'