architecture: RTMDet
norm_type: sync_bn
use_ema: True
ema_decay: 0.9998
ema_decay_type: "exponential"
act: silu
find_unused_parameters: True

depth_mult: 1.0
width_mult: 1.0

RTMDet:
  backbone: CSPNeXt
  neck: CSPNeXtPAFPN
  head: RTMDetHead
  post_process: ~

CSPNeXt:
  arch: "P5"
  return_idx: [2, 3, 4]

# use default config
# CSPNeXtPAFPN:

RTMDetHead:
  exp_on_reg: False
  fpn_strides: [8, 16, 32]
  grid_cell_offset: 0
  nms:
    name: MultiClassNMS
    nms_top_k: 1000
    keep_top_k: 100
    score_threshold: 0.05
    nms_threshold: 0.6