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_BASE_: "../Base-RCNN-FPN.yaml"
MODEL:
MASK_ON: True
WEIGHTS: "catalog://ImageNetPretrained/FAIR/X-152-32x8d-IN5k"
RESNETS:
STRIDE_IN_1X1: False # this is a C2 model
NUM_GROUPS: 32
WIDTH_PER_GROUP: 8
DEPTH: 152
DEFORM_ON_PER_STAGE: [False, True, True, True]
ROI_HEADS:
NAME: "CascadeROIHeads"
ROI_BOX_HEAD:
NAME: "FastRCNNConvFCHead"
NUM_CONV: 4
NUM_FC: 1
NORM: "GN"
CLS_AGNOSTIC_BBOX_REG: True
ROI_MASK_HEAD:
NUM_CONV: 8
NORM: "GN"
RPN:
POST_NMS_TOPK_TRAIN: 2000
SOLVER:
IMS_PER_BATCH: 128
STEPS: (35000, 45000)
MAX_ITER: 50000
BASE_LR: 0.16
INPUT:
MIN_SIZE_TRAIN: (640, 864)
MIN_SIZE_TRAIN_SAMPLING: "range"
MAX_SIZE_TRAIN: 1440
CROP:
ENABLED: True
TEST:
EVAL_PERIOD: 2500
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