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PaddleOCR
提交 f9e379ab 编写于 作者: xuyang2233's avatar xuyang2233
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D:\Projects\3rdparty\anaconda\envs\pd2\lib\site-packages\socks.py:58: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working
from collections import Callable
D:\Projects\3rdparty\anaconda\envs\pd2\lib\site-packages\win32\lib\pywintypes.py:2: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses
import imp, sys, os
D:\Projects\3rdparty\anaconda\envs\pd2\lib\site-packages\pkg_resources\_vendor\pyparsing.py:943: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working
collections.MutableMapping.register(ParseResults)
D:\Projects\3rdparty\anaconda\envs\pd2\lib\site-packages\pkg_resources\_vendor\pyparsing.py:3245: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working
elif isinstance( exprs, collections.Iterable ):
[2022/06/12 13:42:08] ppocr INFO: Architecture :
[2022/06/12 13:42:08] ppocr INFO: Backbone :
[2022/06/12 13:42:08] ppocr INFO: name : ResNet32
[2022/06/12 13:42:08] ppocr INFO: out_channels : 512
[2022/06/12 13:42:08] ppocr INFO: Head :
[2022/06/12 13:42:08] ppocr INFO: hidden_size : 256
[2022/06/12 13:42:08] ppocr INFO: name : SPINAttentionHead
[2022/06/12 13:42:08] ppocr INFO: Neck :
[2022/06/12 13:42:08] ppocr INFO: encoder_type : cascadernn
[2022/06/12 13:42:08] ppocr INFO: hidden_size : 256
[2022/06/12 13:42:08] ppocr INFO: name : SequenceEncoder
[2022/06/12 13:42:08] ppocr INFO: out_channels : [256, 512]
[2022/06/12 13:42:08] ppocr INFO: with_linear : True
[2022/06/12 13:42:08] ppocr INFO: Transform :
[2022/06/12 13:42:08] ppocr INFO: default_type : 6
[2022/06/12 13:42:08] ppocr INFO: loc_lr : 0.1
[2022/06/12 13:42:08] ppocr INFO: name : GA_SPIN
[2022/06/12 13:42:08] ppocr INFO: offsets : True
[2022/06/12 13:42:08] ppocr INFO: stn : True
[2022/06/12 13:42:08] ppocr INFO: algorithm : SPIN
[2022/06/12 13:42:08] ppocr INFO: in_channels : 1
[2022/06/12 13:42:08] ppocr INFO: model_type : rec
[2022/06/12 13:42:08] ppocr INFO: Eval :
[2022/06/12 13:42:08] ppocr INFO: dataset :
[2022/06/12 13:42:08] ppocr INFO: data_dir : ./train_data/ic15_data
[2022/06/12 13:42:08] ppocr INFO: label_file_list : ['./train_data/ic15_data/rec_gt_test.txt']
[2022/06/12 13:42:08] ppocr INFO: name : SimpleDataSet
[2022/06/12 13:42:08] ppocr INFO: transforms :
[2022/06/12 13:42:08] ppocr INFO: NRTRDecodeImage :
[2022/06/12 13:42:08] ppocr INFO: channel_first : False
[2022/06/12 13:42:08] ppocr INFO: img_mode : BGR
[2022/06/12 13:42:08] ppocr INFO: SPINAttnLabelEncode : None
[2022/06/12 13:42:08] ppocr INFO: SPINRecResizeImg :
[2022/06/12 13:42:08] ppocr INFO: image_shape : [100, 32]
[2022/06/12 13:42:08] ppocr INFO: interpolation : 2
[2022/06/12 13:42:08] ppocr INFO: mean : [127.5]
[2022/06/12 13:42:08] ppocr INFO: std : [127.5]
[2022/06/12 13:42:08] ppocr INFO: KeepKeys :
[2022/06/12 13:42:08] ppocr INFO: keep_keys : ['image', 'label', 'length']
[2022/06/12 13:42:08] ppocr INFO: loader :
[2022/06/12 13:42:08] ppocr INFO: batch_size_per_card : 8
[2022/06/12 13:42:08] ppocr INFO: drop_last : False
[2022/06/12 13:42:08] ppocr INFO: num_workers : 2
[2022/06/12 13:42:08] ppocr INFO: shuffle : False
[2022/06/12 13:42:08] ppocr INFO: Global :
[2022/06/12 13:42:08] ppocr INFO: cal_metric_during_train : True
[2022/06/12 13:42:08] ppocr INFO: character_dict_path : ./ppocr/utils/dict/spin_dict.txt
[2022/06/12 13:42:08] ppocr INFO: checkpoints : ./inference/rec_r32_gaspin_bilstm_att/best_accuracy
[2022/06/12 13:42:08] ppocr INFO: distributed : False
[2022/06/12 13:42:08] ppocr INFO: epoch_num : 6
[2022/06/12 13:42:08] ppocr INFO: eval_batch_step : [0, 2000]
[2022/06/12 13:42:08] ppocr INFO: infer_img : doc/imgs_words/ch/word_1.jpg
[2022/06/12 13:42:08] ppocr INFO: infer_mode : False
[2022/06/12 13:42:08] ppocr INFO: log_smooth_window : 50
[2022/06/12 13:42:08] ppocr INFO: max_text_length : 25
[2022/06/12 13:42:08] ppocr INFO: pretrained_model : None
[2022/06/12 13:42:08] ppocr INFO: print_batch_step : 50
[2022/06/12 13:42:08] ppocr INFO: save_epoch_step : 3
[2022/06/12 13:42:08] ppocr INFO: save_inference_dir : None
[2022/06/12 13:42:08] ppocr INFO: save_model_dir : ./output/rec/rec_r32_gaspin_bilstm_att/
[2022/06/12 13:42:08] ppocr INFO: save_res_path : ./output/rec/predicts_r32_gaspin_bilstm_att.txt
[2022/06/12 13:42:08] ppocr INFO: use_gpu : True
[2022/06/12 13:42:08] ppocr INFO: use_space_char : False
[2022/06/12 13:42:08] ppocr INFO: use_visualdl : False
[2022/06/12 13:42:08] ppocr INFO: Loss :
[2022/06/12 13:42:08] ppocr INFO: ignore_index : 0
[2022/06/12 13:42:08] ppocr INFO: name : SPINAttentionLoss
[2022/06/12 13:42:08] ppocr INFO: Metric :
[2022/06/12 13:42:08] ppocr INFO: is_filter : True
[2022/06/12 13:42:08] ppocr INFO: main_indicator : acc
[2022/06/12 13:42:08] ppocr INFO: name : RecMetric
[2022/06/12 13:42:08] ppocr INFO: Optimizer :
[2022/06/12 13:42:08] ppocr INFO: beta1 : 0.9
[2022/06/12 13:42:08] ppocr INFO: beta2 : 0.999
[2022/06/12 13:42:08] ppocr INFO: clip_norm : 5
[2022/06/12 13:42:08] ppocr INFO: lr :
[2022/06/12 13:42:08] ppocr INFO: decay_epochs : [3, 4, 5]
[2022/06/12 13:42:08] ppocr INFO: name : Piecewise
[2022/06/12 13:42:08] ppocr INFO: values : [0.001, 0.0003, 9e-05, 2.7e-05]
[2022/06/12 13:42:08] ppocr INFO: name : AdamW
[2022/06/12 13:42:08] ppocr INFO: PostProcess :
[2022/06/12 13:42:08] ppocr INFO: character_dict_path : ./ppocr/utils/dict/spin_dict.txt
[2022/06/12 13:42:08] ppocr INFO: name : SPINAttnLabelDecode
[2022/06/12 13:42:08] ppocr INFO: use_space_char : False
[2022/06/12 13:42:08] ppocr INFO: Train :
[2022/06/12 13:42:08] ppocr INFO: dataset :
[2022/06/12 13:42:08] ppocr INFO: data_dir : ./train_data/ic15_data/
[2022/06/12 13:42:08] ppocr INFO: label_file_list : ['./train_data/ic15_data/rec_gt_train.txt']
[2022/06/12 13:42:08] ppocr INFO: name : SimpleDataSet
[2022/06/12 13:42:08] ppocr INFO: transforms :
[2022/06/12 13:42:08] ppocr INFO: NRTRDecodeImage :
[2022/06/12 13:42:08] ppocr INFO: channel_first : False
[2022/06/12 13:42:08] ppocr INFO: img_mode : BGR
[2022/06/12 13:42:08] ppocr INFO: SPINAttnLabelEncode : None
[2022/06/12 13:42:08] ppocr INFO: SPINRecResizeImg :
[2022/06/12 13:42:08] ppocr INFO: image_shape : [100, 32]
[2022/06/12 13:42:08] ppocr INFO: interpolation : 2
[2022/06/12 13:42:08] ppocr INFO: mean : [127.5]
[2022/06/12 13:42:08] ppocr INFO: std : [127.5]
[2022/06/12 13:42:08] ppocr INFO: KeepKeys :
[2022/06/12 13:42:08] ppocr INFO: keep_keys : ['image', 'label', 'length']
[2022/06/12 13:42:08] ppocr INFO: loader :
[2022/06/12 13:42:08] ppocr INFO: batch_size_per_card : 8
[2022/06/12 13:42:08] ppocr INFO: drop_last : True
[2022/06/12 13:42:08] ppocr INFO: num_workers : 4
[2022/06/12 13:42:08] ppocr INFO: shuffle : True
[2022/06/12 13:42:08] ppocr INFO: profiler_options : None
[2022/06/12 13:42:08] ppocr INFO: train with paddle 2.2.2 and device CUDAPlace(0)
[2022/06/12 13:42:08] ppocr INFO: Initialize indexs of datasets:['./train_data/ic15_data/rec_gt_test.txt']
W0612 13:42:08.814790 17600 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 7.5, Driver API Version: 11.1, Runtime API Version: 10.2
W0612 13:42:08.832805 17600 device_context.cc:465] device: 0, cuDNN Version: 7.6.
[2022/06/12 13:42:12] ppocr INFO: resume from ./inference/rec_r32_gaspin_bilstm_att/best_accuracy
[2022/06/12 13:42:12] ppocr INFO: metric in ckpt ***************
[2022/06/12 13:42:12] ppocr INFO: acc:0.90589541082154
[2022/06/12 13:42:12] ppocr INFO: norm_edit_dis:0.9627389225663741
[2022/06/12 13:42:12] ppocr INFO: fps:1802.1068940938283
[2022/06/12 13:42:12] ppocr INFO: best_epoch:6
[2022/06/12 13:42:12] ppocr INFO: start_epoch:7
eval model:: 0%| | 0/2 [00:00<?, ?it/s] eval model:: 50%| | 1/2 [00:00<00:00, 4.67it/s]
[2022/06/12 13:42:12] ppocr INFO: metric eval ***************
[2022/06/12 13:42:12] ppocr INFO: acc:0.9999987500015626
[2022/06/12 13:42:12] ppocr INFO: norm_edit_dis:1.0
[2022/06/12 13:42:12] ppocr INFO: fps:57.50210270524082
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