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- mode: 'train'
- ARCHITECTURE:
- name: 'MobileNetV3_large_x1_0'
- pretrained_model: "/home/xiongweixp/Documents/vscode_project/paddle-handwrite/output_2/MobileNetV3_large_x1_0_pretrained"
- model_save_dir: "/home/xiongweixp/Documents/vscode_project/paddle-handwrite/output_2"
- use_gpu: True
- classes_num: 3755
- total_images: 631381
- save_interval: 1
- validate: True
- valid_interval: 1
- epochs: 20
- topk: 5
- image_shape: [3, 224, 224]
- LEARNING_RATE:
- function: 'Cosine'
- params:
- lr: 0.00375
- OPTIMIZER:
- function: 'Momentum'
- params:
- momentum: 0.9
- regularizer:
- function: 'L2'
- factor: 0.000001
- TRAIN:
- batch_size: 32
- num_workers: 0
- file_list: "/home/xiongweixp/Documents/vscode_project/paddle-handwrite/data/trade/train_list.txt"
- data_dir: "/home/xiongweixp/Documents/vscode_project/paddle-handwrite/data/trade/"
- shuffle_seed: 0
- transforms:
- - DecodeImage:
- to_rgb: True
- to_np: False
- channel_first: False
- - RandCropImage:
- size: 224
- - RandFlipImage:
- flip_code: 1
- - NormalizeImage:
- scale: 1./255.
- mean: [0.485, 0.456, 0.406]
- std: [0.229, 0.224, 0.225]
- order: ''
- - ToCHWImage:
- VALID:
- batch_size: 20
- num_workers: 0
- file_list: "/home/xiongweixp/Documents/vscode_project/paddle-handwrite/data/trade/val_list.txt"
- data_dir: "/home/xiongweixp/Documents/vscode_project/paddle-handwrite/data/trade/"
- shuffle_seed: 0
- transforms:
- - DecodeImage:
- to_rgb: True
- to_np: False
- channel_first: False
- - ResizeImage:
- resize_short: 256
- - CropImage:
- size: 224
- - NormalizeImage:
- scale: 1.0/255.0
- mean: [0.485, 0.456, 0.406]
- std: [0.229, 0.224, 0.225]
- order: ''
- - ToCHWImage:
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