156 lines
2.7 KiB
YAML
156 lines
2.7 KiB
YAML
Global:
|
|
use_gpu: true
|
|
epoch_num: 100
|
|
log_smooth_window: 20
|
|
print_batch_step: 10
|
|
save_model_dir: ./output/rec/svtr_ch_all/
|
|
save_epoch_step: 10
|
|
eval_batch_step:
|
|
- 0
|
|
- 2000
|
|
cal_metric_during_train: true
|
|
pretrained_model: null
|
|
checkpoints: null
|
|
save_inference_dir: null
|
|
use_visualdl: false
|
|
infer_img: doc/imgs_words/ch/word_1.jpg
|
|
character_dict_path: ppocr/utils/ppocr_keys_v1.txt
|
|
max_text_length: 25
|
|
infer_mode: false
|
|
use_space_char: true
|
|
save_res_path: ./output/rec/predicts_svtr_tiny_ch_all.txt
|
|
Optimizer:
|
|
name: AdamW
|
|
beta1: 0.9
|
|
beta2: 0.99
|
|
epsilon: 8.0e-08
|
|
weight_decay: 0.05
|
|
no_weight_decay_name: norm pos_embed
|
|
one_dim_param_no_weight_decay: true
|
|
lr:
|
|
name: Cosine
|
|
learning_rate: 0.0005
|
|
warmup_epoch: 2
|
|
Architecture:
|
|
model_type: rec
|
|
algorithm: SVTR
|
|
Transform: null
|
|
Backbone:
|
|
name: SVTRNet
|
|
img_size:
|
|
- 32
|
|
- 320
|
|
out_char_num: 40
|
|
out_channels: 96
|
|
patch_merging: Conv
|
|
embed_dim:
|
|
- 64
|
|
- 128
|
|
- 256
|
|
depth:
|
|
- 3
|
|
- 6
|
|
- 3
|
|
num_heads:
|
|
- 2
|
|
- 4
|
|
- 8
|
|
mixer:
|
|
- Local
|
|
- Local
|
|
- Local
|
|
- Local
|
|
- Local
|
|
- Local
|
|
- Global
|
|
- Global
|
|
- Global
|
|
- Global
|
|
- Global
|
|
- Global
|
|
local_mixer:
|
|
- - 7
|
|
- 11
|
|
- - 7
|
|
- 11
|
|
- - 7
|
|
- 11
|
|
last_stage: true
|
|
prenorm: false
|
|
Neck:
|
|
name: SequenceEncoder
|
|
encoder_type: reshape
|
|
Head:
|
|
name: CTCHead
|
|
Loss:
|
|
name: CTCLoss
|
|
PostProcess:
|
|
name: CTCLabelDecode
|
|
Metric:
|
|
name: RecMetric
|
|
main_indicator: acc
|
|
Train:
|
|
dataset:
|
|
name: SimpleDataSet
|
|
data_dir: ./train_data
|
|
label_file_list:
|
|
- ./train_data/train_list.txt
|
|
ext_op_transform_idx: 1
|
|
transforms:
|
|
- DecodeImage:
|
|
img_mode: BGR
|
|
channel_first: false
|
|
- RecConAug:
|
|
prob: 0.5
|
|
ext_data_num: 2
|
|
image_shape:
|
|
- 32
|
|
- 320
|
|
- 3
|
|
- RecAug: null
|
|
- CTCLabelEncode: null
|
|
- SVTRRecResizeImg:
|
|
image_shape:
|
|
- 3
|
|
- 32
|
|
- 320
|
|
padding: true
|
|
- KeepKeys:
|
|
keep_keys:
|
|
- image
|
|
- label
|
|
- length
|
|
loader:
|
|
shuffle: true
|
|
batch_size_per_card: 256
|
|
drop_last: true
|
|
num_workers: 8
|
|
Eval:
|
|
dataset:
|
|
name: SimpleDataSet
|
|
data_dir: ./train_data
|
|
label_file_list:
|
|
- ./train_data/val_list.txt
|
|
transforms:
|
|
- DecodeImage:
|
|
img_mode: BGR
|
|
channel_first: false
|
|
- CTCLabelEncode: null
|
|
- SVTRRecResizeImg:
|
|
image_shape:
|
|
- 3
|
|
- 32
|
|
- 320
|
|
padding: true
|
|
- KeepKeys:
|
|
keep_keys:
|
|
- image
|
|
- label
|
|
- length
|
|
loader:
|
|
shuffle: false
|
|
drop_last: false
|
|
batch_size_per_card: 256
|
|
num_workers: 2
|
|
profiler_options: null
|