gscnn_resnet50_os8_cityscapes_1024x512_80k.yml

_base_: '../../configs/_base_/cityscapes.yml'

batch_size: 2
iters: 80000

model:
  type: GSCNN
  backbone:
    type: ResNet50_vd
    output_stride: 8
    multi_grid: [1, 2, 4]
    pretrained: https://bj.bcebos.com/paddleseg/dygraph/resnet50_vd_ssld_v2.tar.gz
  num_classes: 19
  backbone_indices: [0, 1, 2, 3]
  aspp_ratios: [1, 12, 24, 36]
  aspp_out_channels: 256
  align_corners: False
  pretrained: null

loss:
  types:
    - type: CrossEntropyLoss
    - type: EdgeAttentionLoss
    - type: BCELoss
      edge_label: True
    - type: DualTaskLoss
  coef: [1, 1, 20, 1]

train_dataset:
  edge: True