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# A large PanopticFPN for demo purposes. | |
# Use GN on backbone to support semantic seg. | |
# Use Cascade + Deform Conv to improve localization. | |
_BASE_: "../COCO-PanopticSegmentation/Base-Panoptic-FPN.yaml" | |
MODEL: | |
WEIGHTS: "catalog://ImageNetPretrained/FAIR/R-101-GN" | |
RESNETS: | |
DEPTH: 101 | |
NORM: "GN" | |
DEFORM_ON_PER_STAGE: [False, True, True, True] | |
STRIDE_IN_1X1: False | |
FPN: | |
NORM: "GN" | |
ROI_HEADS: | |
NAME: CascadeROIHeads | |
ROI_BOX_HEAD: | |
CLS_AGNOSTIC_BBOX_REG: True | |
ROI_MASK_HEAD: | |
NORM: "GN" | |
RPN: | |
POST_NMS_TOPK_TRAIN: 2000 | |
SOLVER: | |
STEPS: (105000, 125000) | |
MAX_ITER: 135000 | |
IMS_PER_BATCH: 32 | |
BASE_LR: 0.04 | |