_BASE_: [
  '../datasets/spine_coco.yml',
  '../runtime.yml',
  '_base_/s2anet_optimizer_1x.yml',
  '_base_/s2anet.yml',
  '_base_/s2anet_reader.yml',
]

weights: output/s2anet_1x_spine/model_final

# for 4 card
LearningRate:
  base_lr: 0.005

S2ANetHead:
  anchor_strides: [8, 16, 32, 64, 128]
  anchor_scales: [4]
  anchor_ratios: [1.0]
  anchor_assign: RBoxAssigner
  stacked_convs: 2
  feat_in: 256
  feat_out: 256
  num_classes: 9
  align_conv_type: 'AlignConv'  # AlignConv Conv
  align_conv_size: 3
  use_sigmoid_cls: True
  reg_loss_weight: [1.0, 1.0, 1.0, 1.0, 1.05]
  cls_loss_weight: [1.05, 1.0]
  reg_loss_type: 'l1'