Back up Bina 0.2 stream stage 006: config.yml

training-stream/stage-006/config.yml

@@ -0,0 +1,160 @@
+Global:
+  model_name: PP-OCRv6_medium_rec
+  debug: false
+  use_gpu: true
+  epoch_num: 1
+  log_smooth_window: 20
+  print_batch_step: 20
+  save_model_dir: /workspace/bina02-ppocr/training/stage-006
+  save_epoch_step: 1
+  eval_batch_step:
+  - 0
+  - 100
+  cal_metric_during_train: false
+  pretrained_model: /workspace/bina02-ppocr/training/stage-005/best_accuracy
+  checkpoints: null
+  save_inference_dir: null
+  use_visualdl: false
+  infer_img: doc/imgs_words/ch/word_1.jpg
+  character_dict_path: /workspace/bina02-ppocr/stream/datasets/chunk-006/persian_arabic_bina02_dict.txt
+  max_text_length: 128
+  infer_mode: false
+  use_space_char: true
+  distributed: true
+  save_res_path: /workspace/bina02-ppocr/training/stage-006/predicts.txt
+  d2s_train_image_shape:
+  - 3
+  - 48
+  - 768
+  freeze_batch_norm: true
+  trainable_parameter_prefixes:
+  - head.ctc_head.fc.
+Optimizer:
+  name: Adam
+  beta1: 0.9
+  beta2: 0.999
+  lr:
+    name: Cosine
+    learning_rate: 1.0e-05
+    warmup_epoch: 0
+  regularizer:
+    name: L2
+    factor: 0.0
+Architecture:
+  model_type: rec
+  algorithm: SVTR_LCNet
+  Transform: null
+  Backbone:
+    name: PPLCNetV4
+    model_size: medium
+    train_pool_width: 96
+    force_pool_width: true
+  Head:
+    name: MultiHead
+    head_list:
+    - CTCHead:
+        Neck:
+          name: lightsvtr
+          dims: 192
+          depth: 2
+          mlp_ratio: 4.0
+          local_kernel: 7
+          use_guide: false
+        Head:
+          fc_decay: 1.0e-05
+    - NRTRHead:
+        nrtr_dim: 512
+        max_text_length: 128
+Loss:
+  name: MultiLoss
+  weight_1: 1.0
+  weight_2: 0.0
+  loss_config_list:
+  - CTCLoss: null
+  - NRTRLoss: null
+PostProcess:
+  name: CTCLabelDecode
+Metric:
+  name: RecMetric
+  main_indicator: norm_edit_dis
+  ignore_space: false
+Train:
+  dataset:
+    name: MultiScaleDataSet
+    ds_width: false
+    data_dir: /
+    ext_op_transform_idx: 1
+    label_file_list:
+    - /workspace/bina02-ppocr/stream/datasets/chunk-006/train_ctc.txt
+    ratio_list:
+    - 1.0
+    transforms:
+    - DecodeImage:
+        img_mode: BGR
+        channel_first: false
+    - RecConAug:
+        prob: 0.0
+        ext_data_num: 0
+        image_shape:
+        - 48
+        - 768
+        - 3
+        max_text_length: 128
+    - RecAug: null
+    - MultiLabelEncode:
+        gtc_encode: NRTRLabelEncode
+    - KeepKeys:
+        keep_keys:
+        - image
+        - label_ctc
+        - label_gtc
+        - length
+        - valid_ratio
+    padding: false
+  sampler:
+    name: MultiScaleSampler
+    scales:
+    - - 768
+      - 48
+    first_bs: 32
+    fix_bs: true
+    divided_factor:
+    - 8
+    - 16
+    is_training: true
+  loader:
+    shuffle: true
+    batch_size_per_card: 32
+    drop_last: false
+    num_workers: 4
+Eval:
+  dataset:
+    name: SimpleDataSet
+    data_dir: /
+    label_file_list:
+    - /workspace/bina02-ppocr/stream/datasets/chunk-006/eval_ctc.txt
+    transforms:
+    - DecodeImage:
+        img_mode: BGR
+        channel_first: false
+    - MultiLabelEncode:
+        gtc_encode: NRTRLabelEncode
+    - RecResizeImg:
+        image_shape:
+        - 3
+        - 48
+        - 768
+        padding: false
+    - KeepKeys:
+        keep_keys:
+        - image
+        - label_ctc
+        - label_gtc
+        - length
+        - valid_ratio
+  loader:
+    shuffle: false
+    drop_last: false
+    batch_size_per_card: 32
+    num_workers: 4
+profiler_options: null