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- _BASE_: [
- '../../datasets/coco_detection.yml',
- '../../runtime.yml',
- '_base_/picodet_esnet.yml',
- '_base_/optimizer_300e.yml',
- '_base_/picodet_416_reader.yml',
- ]
- pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/ESNet_x1_25_pretrained.pdparams
- weights: output/picodet_l_416_coco/model_final
- find_unused_parameters: True
- use_ema: true
- cycle_epoch: 40
- snapshot_epoch: 10
- epoch: 250
- ESNet:
- scale: 1.25
- feature_maps: [4, 11, 14]
- act: hard_swish
- channel_ratio: [0.875, 0.5, 1.0, 0.625, 0.5, 0.75, 0.625, 0.625, 0.5, 0.625, 1.0, 0.625, 0.75]
- CSPPAN:
- out_channels: 160
- PicoHead:
- conv_feat:
- name: PicoFeat
- feat_in: 160
- feat_out: 160
- num_convs: 4
- num_fpn_stride: 4
- norm_type: bn
- share_cls_reg: True
- feat_in_chan: 160
- TrainReader:
- batch_size: 48
- LearningRate:
- base_lr: 0.3
- schedulers:
- - !CosineDecay
- max_epochs: 300
- - !LinearWarmup
- start_factor: 0.1
- steps: 300
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