tiny_vit_11m_22k_distill.yaml

MODEL:
  NAME: TinyViT-11M-22k-distill
  TYPE: tiny_vit

  DROP_PATH_RATE: 0.0

  TINY_VIT:
    DEPTHS: [ 2, 2, 6, 2 ]
    NUM_HEADS: [ 2, 4, 8, 14 ]
    WINDOW_SIZES: [ 7, 7, 14, 7 ] 
    EMBED_DIMS: [64, 128, 256, 448]

TRAIN:
  EPOCHS: 90
  BASE_LR: 2.5e-4
  WARMUP_EPOCHS: 5
  WEIGHT_DECAY: 0.01

DATA:
  DATASET: imagenet22k

AUG:
  MIXUP: 0.0
  CUTMIX: 0.0