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- Global:
- model: PP-FormulaNet_plus-M
- mode: check_dataset # check_dataset/train/evaluate/predict
- dataset_dir: "./dataset/ocr_rec_latexocr_dataset_example"
- device: gpu:0,1,2,3
- output: "output"
- CheckDataset:
- convert:
- enable: False
- src_dataset_type: FormulaRecDataset
- split:
- enable: False
- train_percent: null
- val_percent: null
- Train:
- epochs_iters: 20
- batch_size: 14
- learning_rate: 0.0001
- pretrain_weight_path: https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-FormulaNet_plus-M_pretrained.pdparams
- resume_path: null
- log_interval: 20
- eval_interval: 1
- save_interval: 1
- Evaluate:
- batch_size: 20
- weight_path: output/best_accuracy/best_accuracy.pdparams
- log_interval: 1
- Export:
- weight_path: https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-FormulaNet_plus-M_pretrained.pdparams
- Predict:
- batch_size: 1
- model_dir: "output/best_accuracy/inference"
- input: "https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/general_formula_rec_001.png"
- kernel_option:
- run_mode: paddle
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