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Browse files- .gitattributes +6 -0
- best_accuracy.pdopt +3 -0
- best_accuracy/metric.states +0 -0
- best_accuracy/model_config.json +45 -0
- best_accuracy/model_state.pdparams +3 -0
- best_model/model.pdopt +3 -0
- best_model/model_config.json +45 -0
- best_model/model_state.pdparams +3 -0
- config.yml +161 -0
- latest.pdopt +3 -0
- latest/metric.states +0 -0
- latest/model_config.json +45 -0
- latest/model_state.pdparams +3 -0
- train.log +0 -0
.gitattributes
CHANGED
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@@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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best_accuracy/model_state.pdparams filter=lfs diff=lfs merge=lfs -text
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best_accuracy.pdopt filter=lfs diff=lfs merge=lfs -text
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best_model/model.pdopt filter=lfs diff=lfs merge=lfs -text
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best_model/model_state.pdparams filter=lfs diff=lfs merge=lfs -text
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latest/model_state.pdparams filter=lfs diff=lfs merge=lfs -text
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latest.pdopt filter=lfs diff=lfs merge=lfs -text
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best_accuracy.pdopt
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version https://git-lfs.github.com/spec/v1
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size 2224406688
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best_accuracy/metric.states
ADDED
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Binary file (384 Bytes). View file
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best_accuracy/model_config.json
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"model_type": "layoutlmv2",
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"num_attention_heads": 12,
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}
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"init_class": "LayoutXLMForTokenClassification"
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}
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best_accuracy/model_state.pdparams
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc2883904bf8874460c2771be1fd97a9d45950b770216d8ebf18a21a79da1832
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size 1114551884
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best_model/model.pdopt
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version https://git-lfs.github.com/spec/v1
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size 2224406688
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best_model/model_config.json
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{
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"init_args": [
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"fast_qkv": false,
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"gradient_checkpointing": false,
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"has_relative_attention_bias": false,
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"has_spatial_attention_bias": false,
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"has_visual_segment_embedding": true,
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"use_visual_backbone": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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256
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_2d_position_embeddings": 1024,
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"max_position_embeddings": 514,
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"max_rel_2d_pos": 256,
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"max_rel_pos": 128,
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| 31 |
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"model_type": "layoutlmv2",
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| 32 |
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"num_attention_heads": 12,
|
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"num_hidden_layers": 12,
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"output_past": true,
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"shape_size": 128,
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"rel_2d_pos_bins": 64,
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"rel_pos_bins": 32,
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"type_vocab_size": 1,
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"vocab_size": 250002,
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| 41 |
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"init_class": "LayoutXLMModel"
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| 42 |
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}
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| 43 |
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],
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| 44 |
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"init_class": "LayoutXLMForTokenClassification"
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}
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best_model/model_state.pdparams
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:bc2883904bf8874460c2771be1fd97a9d45950b770216d8ebf18a21a79da1832
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size 1114551884
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config.yml
ADDED
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@@ -0,0 +1,161 @@
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| 1 |
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Global:
|
| 2 |
+
use_gpu: true
|
| 3 |
+
epoch_num: 200
|
| 4 |
+
log_smooth_window: 10
|
| 5 |
+
print_batch_step: 10
|
| 6 |
+
save_model_dir: ./output/ser_vi_layoutxlm_xfund_zh
|
| 7 |
+
save_epoch_step: 2000
|
| 8 |
+
eval_batch_step:
|
| 9 |
+
- 0
|
| 10 |
+
- 19
|
| 11 |
+
cal_metric_during_train: false
|
| 12 |
+
save_inference_dir: null
|
| 13 |
+
use_visualdl: false
|
| 14 |
+
seed: 2022
|
| 15 |
+
infer_img: ppstructure/docs/kie/input/zh_val_42.jpg
|
| 16 |
+
d2s_train_image_shape:
|
| 17 |
+
- 3
|
| 18 |
+
- 224
|
| 19 |
+
- 224
|
| 20 |
+
save_res_path: /content/PaddleOCR/output/ser_layoutxlm_xfund_zh/res
|
| 21 |
+
kie_rec_model_dir: null
|
| 22 |
+
kie_det_model_dir: null
|
| 23 |
+
amp_custom_white_list:
|
| 24 |
+
- scale
|
| 25 |
+
- concat
|
| 26 |
+
- elementwise_add
|
| 27 |
+
Architecture:
|
| 28 |
+
model_type: kie
|
| 29 |
+
algorithm: LayoutXLM
|
| 30 |
+
Transform: null
|
| 31 |
+
Backbone:
|
| 32 |
+
name: LayoutXLMForSer
|
| 33 |
+
pretrained: true
|
| 34 |
+
checkpoints: null
|
| 35 |
+
mode: vi
|
| 36 |
+
num_classes: 79
|
| 37 |
+
Loss:
|
| 38 |
+
name: VQASerTokenLayoutLMLoss
|
| 39 |
+
num_classes: 79
|
| 40 |
+
key: backbone_out
|
| 41 |
+
Optimizer:
|
| 42 |
+
name: AdamW
|
| 43 |
+
beta1: 0.9
|
| 44 |
+
beta2: 0.999
|
| 45 |
+
lr:
|
| 46 |
+
name: Linear
|
| 47 |
+
learning_rate: 5.0e-05
|
| 48 |
+
epochs: 200
|
| 49 |
+
warmup_epoch: 2
|
| 50 |
+
regularizer:
|
| 51 |
+
name: L2
|
| 52 |
+
factor: 0.0
|
| 53 |
+
PostProcess:
|
| 54 |
+
name: VQASerTokenLayoutLMPostProcess
|
| 55 |
+
class_path: /content/PaddleOCR/dataset/class_list_jmfunsd.txt
|
| 56 |
+
Metric:
|
| 57 |
+
name: VQASerTokenMetric
|
| 58 |
+
main_indicator: hmean
|
| 59 |
+
Train:
|
| 60 |
+
dataset:
|
| 61 |
+
name: SimpleDataSet
|
| 62 |
+
data_dir: /content/PaddleOCR/dataset/training_data/images
|
| 63 |
+
label_file_list:
|
| 64 |
+
- /content/PaddleOCR/dataset/train.json
|
| 65 |
+
ratio_list:
|
| 66 |
+
- 1.0
|
| 67 |
+
transforms:
|
| 68 |
+
- DecodeImage:
|
| 69 |
+
img_mode: RGB
|
| 70 |
+
channel_first: false
|
| 71 |
+
- VQATokenLabelEncode:
|
| 72 |
+
contains_re: false
|
| 73 |
+
algorithm: LayoutXLM
|
| 74 |
+
class_path: /content/PaddleOCR/dataset/class_list_jmfunsd.txt
|
| 75 |
+
use_textline_bbox_info: true
|
| 76 |
+
order_method: tb-yx
|
| 77 |
+
- VQATokenPad:
|
| 78 |
+
max_seq_len: 512
|
| 79 |
+
return_attention_mask: true
|
| 80 |
+
- VQASerTokenChunk:
|
| 81 |
+
max_seq_len: 512
|
| 82 |
+
- Resize:
|
| 83 |
+
size:
|
| 84 |
+
- 224
|
| 85 |
+
- 224
|
| 86 |
+
- NormalizeImage:
|
| 87 |
+
scale: 1
|
| 88 |
+
mean:
|
| 89 |
+
- 123.675
|
| 90 |
+
- 116.28
|
| 91 |
+
- 103.53
|
| 92 |
+
std:
|
| 93 |
+
- 58.395
|
| 94 |
+
- 57.12
|
| 95 |
+
- 57.375
|
| 96 |
+
order: hwc
|
| 97 |
+
- ToCHWImage: null
|
| 98 |
+
- KeepKeys:
|
| 99 |
+
keep_keys:
|
| 100 |
+
- input_ids
|
| 101 |
+
- bbox
|
| 102 |
+
- attention_mask
|
| 103 |
+
- token_type_ids
|
| 104 |
+
- image
|
| 105 |
+
- labels
|
| 106 |
+
loader:
|
| 107 |
+
shuffle: true
|
| 108 |
+
drop_last: false
|
| 109 |
+
batch_size_per_card: 8
|
| 110 |
+
num_workers: 4
|
| 111 |
+
Eval:
|
| 112 |
+
dataset:
|
| 113 |
+
name: SimpleDataSet
|
| 114 |
+
data_dir: /content/PaddleOCR/dataset/testing_data/images
|
| 115 |
+
label_file_list:
|
| 116 |
+
- /content/PaddleOCR/dataset/test.json
|
| 117 |
+
transforms:
|
| 118 |
+
- DecodeImage:
|
| 119 |
+
img_mode: RGB
|
| 120 |
+
channel_first: false
|
| 121 |
+
- VQATokenLabelEncode:
|
| 122 |
+
contains_re: false
|
| 123 |
+
algorithm: LayoutXLM
|
| 124 |
+
class_path: /content/PaddleOCR/dataset/class_list_jmfunsd.txt
|
| 125 |
+
use_textline_bbox_info: true
|
| 126 |
+
order_method: tb-yx
|
| 127 |
+
- VQATokenPad:
|
| 128 |
+
max_seq_len: 512
|
| 129 |
+
return_attention_mask: true
|
| 130 |
+
- VQASerTokenChunk:
|
| 131 |
+
max_seq_len: 512
|
| 132 |
+
- Resize:
|
| 133 |
+
size:
|
| 134 |
+
- 224
|
| 135 |
+
- 224
|
| 136 |
+
- NormalizeImage:
|
| 137 |
+
scale: 1
|
| 138 |
+
mean:
|
| 139 |
+
- 123.675
|
| 140 |
+
- 116.28
|
| 141 |
+
- 103.53
|
| 142 |
+
std:
|
| 143 |
+
- 58.395
|
| 144 |
+
- 57.12
|
| 145 |
+
- 57.375
|
| 146 |
+
order: hwc
|
| 147 |
+
- ToCHWImage: null
|
| 148 |
+
- KeepKeys:
|
| 149 |
+
keep_keys:
|
| 150 |
+
- input_ids
|
| 151 |
+
- bbox
|
| 152 |
+
- attention_mask
|
| 153 |
+
- token_type_ids
|
| 154 |
+
- image
|
| 155 |
+
- labels
|
| 156 |
+
loader:
|
| 157 |
+
shuffle: false
|
| 158 |
+
drop_last: false
|
| 159 |
+
batch_size_per_card: 8
|
| 160 |
+
num_workers: 4
|
| 161 |
+
profiler_options: null
|
latest.pdopt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:521df5a5ebcf90aa3402b2370452cce35023c6381d7e92fed9b99e1942462e6a
|
| 3 |
+
size 2224406688
|
latest/metric.states
ADDED
|
Binary file (384 Bytes). View file
|
|
|
latest/model_config.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"num_classes": 79,
|
| 3 |
+
"dropout": null,
|
| 4 |
+
"init_args": [
|
| 5 |
+
{
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"bos_token_id": 0,
|
| 8 |
+
"coordinate_size": 128,
|
| 9 |
+
"eos_token_id": 2,
|
| 10 |
+
"fast_qkv": false,
|
| 11 |
+
"gradient_checkpointing": false,
|
| 12 |
+
"has_relative_attention_bias": false,
|
| 13 |
+
"has_spatial_attention_bias": false,
|
| 14 |
+
"has_visual_segment_embedding": true,
|
| 15 |
+
"use_visual_backbone": false,
|
| 16 |
+
"hidden_act": "gelu",
|
| 17 |
+
"hidden_dropout_prob": 0.1,
|
| 18 |
+
"hidden_size": 768,
|
| 19 |
+
"image_feature_pool_shape": [
|
| 20 |
+
7,
|
| 21 |
+
7,
|
| 22 |
+
256
|
| 23 |
+
],
|
| 24 |
+
"initializer_range": 0.02,
|
| 25 |
+
"intermediate_size": 3072,
|
| 26 |
+
"layer_norm_eps": 1e-05,
|
| 27 |
+
"max_2d_position_embeddings": 1024,
|
| 28 |
+
"max_position_embeddings": 514,
|
| 29 |
+
"max_rel_2d_pos": 256,
|
| 30 |
+
"max_rel_pos": 128,
|
| 31 |
+
"model_type": "layoutlmv2",
|
| 32 |
+
"num_attention_heads": 12,
|
| 33 |
+
"num_hidden_layers": 12,
|
| 34 |
+
"output_past": true,
|
| 35 |
+
"pad_token_id": 1,
|
| 36 |
+
"shape_size": 128,
|
| 37 |
+
"rel_2d_pos_bins": 64,
|
| 38 |
+
"rel_pos_bins": 32,
|
| 39 |
+
"type_vocab_size": 1,
|
| 40 |
+
"vocab_size": 250002,
|
| 41 |
+
"init_class": "LayoutXLMModel"
|
| 42 |
+
}
|
| 43 |
+
],
|
| 44 |
+
"init_class": "LayoutXLMForTokenClassification"
|
| 45 |
+
}
|
latest/model_state.pdparams
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:25a3c91294ea276505641f8f223f66e6006e8860ee50715b1d16d977bedb799c
|
| 3 |
+
size 1114551884
|
train.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|