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- _BASE_: [
- '../datasets/coco_detection.yml',
- '../runtime.yml',
- '_base_/picodet_v2.yml',
- '_base_/optimizer_300e.yml',
- '_base_/picodet_320_reader.yml',
- ]
- pretrain_weights: https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/legendary_models/PPLCNet_x2_0_pretrained.pdparams
- weights: output/picodet_l_320_coco/best_model
- find_unused_parameters: True
- use_ema: true
- epoch: 250
- snapshot_epoch: 10
- LCNet:
- scale: 2.0
- feature_maps: [3, 4, 5]
- LCPAN:
- out_channels: 160
- PicoHeadV2:
- conv_feat:
- name: PicoFeat
- feat_in: 160
- feat_out: 160
- num_convs: 4
- num_fpn_stride: 4
- norm_type: bn
- share_cls_reg: True
- use_se: True
- feat_in_chan: 160
- LearningRate:
- base_lr: 0.12
- schedulers:
- - !CosineDecay
- max_epochs: 300
- - !LinearWarmup
- start_factor: 0.1
- steps: 300
- TrainReader:
- batch_size: 24
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