configs/maskformer/swin/maskformer_swin_small_bs16_160k.yaml

_BASE_: ../maskformer_R50_bs16_160k.yaml
MODEL:
  BACKBONE:
    NAME: "D2SwinTransformer"
  SWIN:
    EMBED_DIM: 96
    DEPTHS: [2, 2, 18, 2]
    NUM_HEADS: [3, 6, 12, 24]
    WINDOW_SIZE: 7
    APE: False
    DROP_PATH_RATE: 0.3
    PATCH_NORM: True
  WEIGHTS: "pretrained_weights/swin_small_patch4_window7_224.pkl"
  PIXEL_MEAN: [123.675, 116.280, 103.530]
  PIXEL_STD: [58.395, 57.120, 57.375]
SOLVER:
  BASE_LR: 0.00006
  WARMUP_FACTOR: 1e-6
  WARMUP_ITERS: 1500
  WEIGHT_DECAY: 0.01
  WEIGHT_DECAY_NORM: 0.0
  WEIGHT_DECAY_EMBED: 0.0
  BACKBONE_MULTIPLIER: 1.0