49 lines
772 B
YAML
49 lines
772 B
YAML
|
|
__include__: [
|
|
'../dataset/coco_detection.yml',
|
|
'../runtime.yml',
|
|
'./include/dataloader.yml',
|
|
'./include/optimizer.yml',
|
|
'./include/rtdetr_r50vd.yml',
|
|
]
|
|
|
|
|
|
output_dir: ./output/rtdetr_r34vd_6x_coco
|
|
|
|
|
|
PResNet:
|
|
depth: 34
|
|
freeze_at: -1
|
|
freeze_norm: False
|
|
pretrained: True
|
|
|
|
|
|
HybridEncoder:
|
|
in_channels: [128, 256, 512]
|
|
hidden_dim: 256
|
|
expansion: 0.5
|
|
|
|
|
|
RTDETRTransformer:
|
|
num_layers: 4
|
|
|
|
|
|
|
|
optimizer:
|
|
type: AdamW
|
|
params:
|
|
-
|
|
params: '^(?=.*backbone)(?=.*norm|bn).*$'
|
|
weight_decay: 0.
|
|
lr: 0.00001
|
|
-
|
|
params: '^(?=.*backbone)(?!.*norm|bn).*$'
|
|
lr: 0.00001
|
|
-
|
|
params: '^(?=.*(?:encoder|decoder))(?=.*(?:norm|bn|bias)).*$'
|
|
weight_decay: 0.
|
|
|
|
lr: 0.0001
|
|
betas: [0.9, 0.999]
|
|
weight_decay: 0.0001
|