PaddleClas/ppcls/configs/StrategySearch/person.yaml

39 lines
1.1 KiB
YAML

base_config_file: ppcls/configs/cls_demo/person/PPLCNet/PPLCNet_x1_0.yaml
distill_config_file: ppcls/configs/cls_demo/person/Distillation/PPLCNet_x1_0_distillation.yaml
gpus: 0,1,2,3,4,5,6,7
output_dir: output/search_person
search_dict:
lrs:
replace_config:
- Optimizer.lr.learning_rate
search_values: [0.0075, 0.01, 0.0125]
resolutions:
replace_config:
- DataLoader.Train.dataset.transform_ops.1.RandCropImage.size
- DataLoader.Train.dataset.transform_ops.3.TimmAutoAugment.img_size
search_values: [176, 192, 224]
ra_probs:
replace_config:
- DataLoader.Train.dataset.transform_ops.3.TimmAutoAugment.prob
search_values: [0.0, 0.1, 0.5]
re_probs:
replace_config:
- DataLoader.Train.dataset.transform_ops.5.RandomErasing.EPSILON
search_values: [0.0, 0.1, 0.5]
lr_mult_list:
replace_config:
- Arch.lr_mult_list
search_values:
- [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]
- [0.0, 0.4, 0.4, 0.8, 0.8, 1.0]
teacher:
rm_keys:
- Arch.lr_mult_list
search_values:
- ResNet101_vd
- ResNet50_vd
final_replace:
Arch.lr_mult_list: Arch.models.1.Student.lr_mult_list