faster_cascade_rcnn_R_50_FPN_syncbn_range-scale_1x.yaml

_BASE_: "../Base-RCNN-FPN.yaml"
MODEL:
  WEIGHTS: "detectron2://ImageNetPretrained/MSRA/R-50.pkl"
  MASK_ON: False
  RESNETS:
    DEPTH: 50
    NORM: "SyncBN"
  FPN:
    NORM: "SyncBN"
  ROI_HEADS:
    NAME: CascadeROIHeads
  ROI_BOX_HEAD:
    NAME: "FastRCNNConvFCHead"
    NUM_CONV: 4
    NUM_FC: 1
    NORM: "SyncBN"
    CLS_AGNOSTIC_BBOX_REG: True
  RPN:
    POST_NMS_TOPK_TRAIN: 2000
SOLVER:
  IMS_PER_BATCH: 16
  BASE_LR: 0.02    
INPUT:
  MIN_SIZE_TRAIN: (640, 800)
  MIN_SIZE_TRAIN_SAMPLING: "range"
  MAX_SIZE_TRAIN: 1333
TEST:
  PRECISE_BN:
    ENABLED: True