使用预训练模型前几个epoch acc为0 正常吗？ #13952
使用预训练模型前几个epoch acc为0 正常吗？
#13952
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我看这权重应该是加载成功了，但是根据经验， 使用了预训练权重应该一开始的acc不会为0，而且收敛很快。但是现在的实际情况是和不使用预训练权重的情况差不多。 (paddleOCR) PS D:\Ted\paddle\PaddleOCR> python tools/train.py -c configs/rec/PP-OCRv4/ch_PP-OCRv4_rec-test.yml -o Global.log_file=output/my_log2.txt Global.use_amp=True Global.scale_loss=1024.0 Global.use_dynamic_loss_scali
ng=True -o Global.pretrained_model=./pretrained_models/MobileNetV3_large_x0_5_pretrained
[2024/10/08 19:55:17] ppocr INFO: Architecture :
[2024/10/08 19:55:17] ppocr INFO: Backbone :
[2024/10/08 19:55:17] ppocr INFO: name : PPLCNetV3
[2024/10/08 19:55:17] ppocr INFO: scale : 0.95
[2024/10/08 19:55:17] ppocr INFO: Head :
[2024/10/08 19:55:17] ppocr INFO: head_list :
[2024/10/08 19:55:17] ppocr INFO: CTCHead :
[2024/10/08 19:55:17] ppocr INFO: Head :
[2024/10/08 19:55:17] ppocr INFO: fc_decay : 1e-05
[2024/10/08 19:55:17] ppocr INFO: Neck :
[2024/10/08 19:55:17] ppocr INFO: depth : 2
[2024/10/08 19:55:17] ppocr INFO: dims : 120
[2024/10/08 19:55:17] ppocr INFO: hidden_dims : 120
[2024/10/08 19:55:17] ppocr INFO: kernel_size : [1, 3]
[2024/10/08 19:55:17] ppocr INFO: name : svtr
[2024/10/08 19:55:17] ppocr INFO: use_guide : True
[2024/10/08 19:55:17] ppocr INFO: NRTRHead :
[2024/10/08 19:55:17] ppocr INFO: max_text_length : 25
[2024/10/08 19:55:17] ppocr INFO: nrtr_dim : 384
[2024/10/08 19:55:17] ppocr INFO: name : MultiHead
[2024/10/08 19:55:17] ppocr INFO: Transform : None
[2024/10/08 19:55:17] ppocr INFO: algorithm : SVTR_LCNet
[2024/10/08 19:55:17] ppocr INFO: model_type : rec
[2024/10/08 19:55:17] ppocr INFO: Eval :
[2024/10/08 19:55:17] ppocr INFO: dataset :
[2024/10/08 19:55:17] ppocr INFO: data_dir : ../../HW_Chinese/
[2024/10/08 19:55:17] ppocr INFO: label_file_list : ['../../HW_Chinese/test.txt']
[2024/10/08 19:55:17] ppocr INFO: name : SimpleDataSet
[2024/10/08 19:55:17] ppocr INFO: transforms :
[2024/10/08 19:55:17] ppocr INFO: DecodeImage :
[2024/10/08 19:55:17] ppocr INFO: channel_first : False
[2024/10/08 19:55:17] ppocr INFO: img_mode : BGR
[2024/10/08 19:55:17] ppocr INFO: MultiLabelEncode :
[2024/10/08 19:55:17] ppocr INFO: gtc_encode : NRTRLabelEncode
[2024/10/08 19:55:17] ppocr INFO: RecResizeImg :
[2024/10/08 19:55:17] ppocr INFO: image_shape : [3, 48, 320]
[2024/10/08 19:55:17] ppocr INFO: KeepKeys :
[2024/10/08 19:55:17] ppocr INFO: keep_keys : ['image', 'label_ctc', 'label_gtc', 'length', 'valid_ratio']
[2024/10/08 19:55:17] ppocr INFO: loader :
[2024/10/08 19:55:17] ppocr INFO: batch_size_per_card : 128
[2024/10/08 19:55:17] ppocr INFO: drop_last : False
[2024/10/08 19:55:17] ppocr INFO: num_workers : 4
[2024/10/08 19:55:17] ppocr INFO: shuffle : False
[2024/10/08 19:55:17] ppocr INFO: Global :
[2024/10/08 19:55:17] ppocr INFO: cal_metric_during_train : True
[2024/10/08 19:55:17] ppocr INFO: character_dict_path : ppocr/utils/ppocr_keys_v1.txt
[2024/10/08 19:55:17] ppocr INFO: checkpoints : None
[2024/10/08 19:55:17] ppocr INFO: debug : False
[2024/10/08 19:55:17] ppocr INFO: distributed : False
[2024/10/08 19:55:17] ppocr INFO: epoch_num : 20
[2024/10/08 19:55:17] ppocr INFO: eval_batch_step : [0, 2000]
[2024/10/08 19:55:17] ppocr INFO: infer_img : doc/imgs_words/ch/word_1.jpg
[2024/10/08 19:55:17] ppocr INFO: infer_mode : False
[2024/10/08 19:55:17] ppocr INFO: log_smooth_window : 20
[2024/10/08 19:55:17] ppocr INFO: max_text_length : 25
[2024/10/08 19:55:17] ppocr INFO: pretrained_model : ./pretrained_models/MobileNetV3_large_x0_5_pretrained
[2024/10/08 19:55:17] ppocr INFO: print_batch_step : 10
[2024/10/08 19:55:17] ppocr INFO: save_epoch_step : 10
[2024/10/08 19:55:17] ppocr INFO: save_inference_dir : None
[2024/10/08 19:55:17] ppocr INFO: save_model_dir : ./output/rec_ppocr_v4
[2024/10/08 19:55:17] ppocr INFO: save_res_path : ./output/rec/predicts_ppocrv3.txt
[2024/10/08 19:55:17] ppocr INFO: use_gpu : True
[2024/10/08 19:55:17] ppocr INFO: use_space_char : True
[2024/10/08 19:55:17] ppocr INFO: use_visualdl : False
[2024/10/08 19:55:17] ppocr INFO: Loss :
[2024/10/08 19:55:17] ppocr INFO: loss_config_list :
[2024/10/08 19:55:17] ppocr INFO: CTCLoss : None
[2024/10/08 19:55:17] ppocr INFO: NRTRLoss : None
[2024/10/08 19:55:17] ppocr INFO: name : MultiLoss
[2024/10/08 19:55:17] ppocr INFO: Metric :
[2024/10/08 19:55:17] ppocr INFO: main_indicator : acc
[2024/10/08 19:55:17] ppocr INFO: name : RecMetric
[2024/10/08 19:55:17] ppocr INFO: Optimizer :
[2024/10/08 19:55:17] ppocr INFO: beta1 : 0.9
[2024/10/08 19:55:17] ppocr INFO: beta2 : 0.999
[2024/10/08 19:55:17] ppocr INFO: lr :
[2024/10/08 19:55:17] ppocr INFO: learning_rate : 0.001
[2024/10/08 19:55:17] ppocr INFO: name : Cosine
[2024/10/08 19:55:17] ppocr INFO: warmup_epoch : 5
[2024/10/08 19:55:17] ppocr INFO: name : Adam
[2024/10/08 19:55:17] ppocr INFO: regularizer :
[2024/10/08 19:55:17] ppocr INFO: factor : 3e-05
[2024/10/08 19:55:17] ppocr INFO: name : L2
[2024/10/08 19:55:17] ppocr INFO: PostProcess :
[2024/10/08 19:55:17] ppocr INFO: name : CTCLabelDecode
[2024/10/08 19:55:17] ppocr INFO: Train :
[2024/10/08 19:55:17] ppocr INFO: dataset :
[2024/10/08 19:55:17] ppocr INFO: data_dir : ../../HW_Chinese/
[2024/10/08 19:55:17] ppocr INFO: ds_width : False
[2024/10/08 19:55:17] ppocr INFO: ext_op_transform_idx : 1
[2024/10/08 19:55:17] ppocr INFO: label_file_list : ['../../HW_Chinese/train.txt']
[2024/10/08 19:55:17] ppocr INFO: name : MultiScaleDataSet
[2024/10/08 19:55:17] ppocr INFO: transforms :
[2024/10/08 19:55:17] ppocr INFO: DecodeImage :
[2024/10/08 19:55:17] ppocr INFO: channel_first : False
[2024/10/08 19:55:17] ppocr INFO: img_mode : BGR
[2024/10/08 19:55:17] ppocr INFO: RecConAug :
[2024/10/08 19:55:17] ppocr INFO: ext_data_num : 2
[2024/10/08 19:55:17] ppocr INFO: image_shape : [48, 320, 3]
[2024/10/08 19:55:17] ppocr INFO: max_text_length : 25
[2024/10/08 19:55:17] ppocr INFO: prob : 0.5
[2024/10/08 19:55:17] ppocr INFO: RecAug : None
[2024/10/08 19:55:17] ppocr INFO: MultiLabelEncode :
[2024/10/08 19:55:17] ppocr INFO: gtc_encode : NRTRLabelEncode
[2024/10/08 19:55:17] ppocr INFO: KeepKeys :
[2024/10/08 19:55:17] ppocr INFO: keep_keys : ['image', 'label_ctc', 'label_gtc', 'length', 'valid_ratio']
[2024/10/08 19:55:17] ppocr INFO: loader :
[2024/10/08 19:55:17] ppocr INFO: batch_size_per_card : 128
[2024/10/08 19:55:17] ppocr INFO: drop_last : True
[2024/10/08 19:55:17] ppocr INFO: num_workers : 8
[2024/10/08 19:55:17] ppocr INFO: shuffle : True
[2024/10/08 19:55:17] ppocr INFO: sampler :
[2024/10/08 19:55:17] ppocr INFO: divided_factor : [8, 16]
[2024/10/08 19:55:17] ppocr INFO: first_bs : 128
[2024/10/08 19:55:17] ppocr INFO: fix_bs : False
[2024/10/08 19:55:17] ppocr INFO: is_training : True
[2024/10/08 19:55:17] ppocr INFO: name : MultiScaleSampler
[2024/10/08 19:55:17] ppocr INFO: scales : [[320, 32], [320, 48], [320, 64]]
[2024/10/08 19:55:17] ppocr INFO: profiler_options : None
[2024/10/08 19:55:17] ppocr INFO: train with paddle 2.6.0 and device Place(gpu:0)
[2024/10/08 19:55:17] ppocr INFO: Initialize indexs of datasets:['../../HW_Chinese/train.txt']
list index out of range
[2024/10/08 19:55:18] ppocr INFO: Initialize indexs of datasets:['../../HW_Chinese/test.txt']
W1008 19:55:18.973273 14156 gpu_resources.cc:119] Please NOTE: device: 0, GPU Compute Capability: 8.6, Driver API Version: 12.2, Runtime API Version: 11.8
W1008 19:55:18.984217 14156 gpu_resources.cc:164] device: 0, cuDNN Version: 8.5.
[2024/10/08 19:55:22] ppocr INFO: train dataloader has 2598 iters
[2024/10/08 19:55:22] ppocr INFO: valid dataloader has 135 iters
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.0.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.1.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage0.2.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.0.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.1.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage1.2.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.0.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.1.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.2.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.3.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.4.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage2.5.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.0.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.1.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.expand_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.expand_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.expand_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.expand_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.expand_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.bottleneck_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.bottleneck_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.bottleneck_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.bottleneck_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.bottleneck_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.mid_se.conv1.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.mid_se.conv1.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.mid_se.conv2.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.mid_se.conv2.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.linear_conv.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.linear_conv.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.linear_conv.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.linear_conv.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.2.linear_conv.bn._variance not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.3.conv.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.3.bn.weight not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.3.bn.bias not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.3.bn._mean not in model
[2024/10/08 19:55:23] ppocr WARNING: The pretrained params backbone.stage3.3.bn._variance not in model
[2024/10/08 19:55:23] ppocr INFO: load pretrain successful from ./pretrained_models/MobileNetV3_large_x0_5_pretrained
[2024/10/08 19:55:23] ppocr INFO: During the training process, after the 0th iteration, an evaluation is run every 2000 iterations
W1008 19:55:28.699344 14156 gpu_resources.cc:299] WARNING: device: . The installed Paddle is compiled with CUDNN 8.6, but CUDNN version in your machine is 8.5, which may cause serious incompatible bug. Please recompile or reinst
all Paddle with compatible CUDNN version.
[2024/10/08 19:56:23] ppocr INFO: epoch: [1/20], global_step: 10, lr: 0.000000, acc: 0.000000, norm_edit_dis: 0.001552, CTCLoss: 320.775391, NRTRLoss: 9.346118, loss: 330.104111, avg_reader_cost: 3.78084 s, avg_batch_cost: 6.025
74 s, avg_samples: 93.7, ips: 15.54996 samples/s, eta: 3 days, 14:57:17, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 19:57:21] ppocr INFO: epoch: [1/20], global_step: 20, lr: 0.000001, acc: 0.000000, norm_edit_dis: 0.001350, CTCLoss: 320.775391, NRTRLoss: 9.329854, loss: 330.072342, avg_reader_cost: 4.67203 s, avg_batch_cost: 5.728
56 s, avg_samples: 95.8, ips: 16.72324 samples/s, eta: 3 days, 12:47:39, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 19:58:13] ppocr INFO: epoch: [1/20], global_step: 30, lr: 0.000002, acc: 0.000000, norm_edit_dis: 0.000949, CTCLoss: 320.765869, NRTRLoss: 9.291701, loss: 330.063858, avg_reader_cost: 4.18126 s, avg_batch_cost: 5.243
07 s, avg_samples: 85.2, ips: 16.25001 samples/s, eta: 3 days, 9:43:44, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 19:59:13] ppocr INFO: epoch: [1/20], global_step: 40, lr: 0.000002, acc: 0.000000, norm_edit_dis: 0.000949, CTCLoss: 320.586411, NRTRLoss: 9.204146, loss: 329.741089, avg_reader_cost: 4.93482 s, avg_batch_cost: 5.988
80 s, avg_samples: 93.7, ips: 15.64586 samples/s, eta: 3 days, 10:52:40, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:00:04] ppocr INFO: epoch: [1/20], global_step: 50, lr: 0.000003, acc: 0.000000, norm_edit_dis: 0.000855, CTCLoss: 320.365051, NRTRLoss: 9.065470, loss: 329.445480, avg_reader_cost: 4.13577 s, avg_batch_cost: 5.151
47 s, avg_samples: 87.3, ips: 16.94661 samples/s, eta: 3 days, 9:08:45, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:01:03] ppocr INFO: epoch: [1/20], global_step: 60, lr: 0.000004, acc: 0.000000, norm_edit_dis: 0.000855, CTCLoss: 320.184937, NRTRLoss: 8.936441, loss: 329.058426, avg_reader_cost: 4.86582 s, avg_batch_cost: 5.879
92 s, avg_samples: 89.4, ips: 15.20428 samples/s, eta: 3 days, 9:44:11, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:02:10] ppocr INFO: epoch: [1/20], global_step: 70, lr: 0.000005, acc: 0.000000, norm_edit_dis: 0.000893, CTCLoss: 319.888840, NRTRLoss: 8.783477, loss: 328.702362, avg_reader_cost: 5.52477 s, avg_batch_cost: 6.627
53 s, avg_samples: 100.2, ips: 15.11876 samples/s, eta: 3 days, 11:41:36, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:03:13] ppocr INFO: epoch: [1/20], global_step: 80, lr: 0.000005, acc: 0.000000, norm_edit_dis: 0.000856, CTCLoss: 319.132523, NRTRLoss: 8.643023, loss: 327.743469, avg_reader_cost: 5.29195 s, avg_batch_cost: 6.305
73 s, avg_samples: 95.9, ips: 15.20840 samples/s, eta: 3 days, 12:34:36, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:04:10] ppocr INFO: epoch: [1/20], global_step: 90, lr: 0.000006, acc: 0.000000, norm_edit_dis: 0.000858, CTCLoss: 318.376587, NRTRLoss: 8.543011, loss: 326.967957, avg_reader_cost: 4.69777 s, avg_batch_cost: 5.744
21 s, avg_samples: 89.4, ips: 15.56349 samples/s, eta: 3 days, 12:21:39, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:05:11] ppocr INFO: epoch: [1/20], global_step: 100, lr: 0.000007, acc: 0.000000, norm_edit_dis: 0.000842, CTCLoss: 317.889343, NRTRLoss: 8.474763, loss: 326.407959, avg_reader_cost: 4.99340 s, avg_batch_cost: 6.04
102 s, avg_samples: 95.9, ips: 15.87481 samples/s, eta: 3 days, 12:36:45, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:06:06] ppocr INFO: epoch: [1/20], global_step: 110, lr: 0.000008, acc: 0.000000, norm_edit_dis: 0.000924, CTCLoss: 316.373566, NRTRLoss: 8.354362, loss: 324.768967, avg_reader_cost: 4.57562 s, avg_batch_cost: 5.59
454 s, avg_samples: 89.5, ips: 15.99775 samples/s, eta: 3 days, 12:13:51, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:07:04] ppocr INFO: epoch: [1/20], global_step: 120, lr: 0.000008, acc: 0.000000, norm_edit_dis: 0.000848, CTCLoss: 315.251251, NRTRLoss: 8.322884, loss: 323.573257, avg_reader_cost: 4.67923 s, avg_batch_cost: 5.75
398 s, avg_samples: 89.5, ips: 15.55445 samples/s, eta: 3 days, 12:06:05, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:08:13] ppocr INFO: epoch: [1/20], global_step: 130, lr: 0.000009, acc: 0.000000, norm_edit_dis: 0.000883, CTCLoss: 313.956909, NRTRLoss: 8.232011, loss: 322.197830, avg_reader_cost: 5.79568 s, avg_batch_cost: 6.88
618 s, avg_samples: 108.7, ips: 15.78524 samples/s, eta: 3 days, 13:14:36, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:09:12] ppocr INFO: epoch: [1/20], global_step: 140, lr: 0.000010, acc: 0.000000, norm_edit_dis: 0.000942, CTCLoss: 312.805328, NRTRLoss: 8.141442, loss: 320.914810, avg_reader_cost: 4.76478 s, avg_batch_cost: 5.87
865 s, avg_samples: 100.1, ips: 17.02771 samples/s, eta: 3 days, 13:11:01, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:10:07] ppocr INFO: epoch: [1/20], global_step: 150, lr: 0.000011, acc: 0.000000, norm_edit_dis: 0.001108, CTCLoss: 311.523544, NRTRLoss: 8.094974, loss: 319.616730, avg_reader_cost: 4.44007 s, avg_batch_cost: 5.49
537 s, avg_samples: 89.5, ips: 16.28642 samples/s, eta: 3 days, 12:45:42, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:11:05] ppocr INFO: epoch: [1/20], global_step: 160, lr: 0.000012, acc: 0.000000, norm_edit_dis: 0.000946, CTCLoss: 310.269882, NRTRLoss: 8.063227, loss: 318.373688, avg_reader_cost: 4.69486 s, avg_batch_cost: 5.79
143 s, avg_samples: 89.5, ips: 15.45388 samples/s, eta: 3 days, 12:39:25, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:11:53] ppocr INFO: epoch: [1/20], global_step: 170, lr: 0.000012, acc: 0.000000, norm_edit_dis: 0.000978, CTCLoss: 309.021637, NRTRLoss: 8.007763, loss: 317.012634, avg_reader_cost: 3.80426 s, avg_batch_cost: 4.84
387 s, avg_samples: 78.9, ips: 16.28864 samples/s, eta: 3 days, 11:45:39, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB
[2024/10/08 20:12:43] ppocr INFO: epoch: [1/20], global_step: 180, lr: 0.000013, acc: 0.000000, norm_edit_dis: 0.000852, CTCLoss: 307.588593, NRTRLoss: 7.931654, loss: 315.496567, avg_reader_cost: 3.98686 s, avg_batch_cost: 4.99
104 s, avg_samples: 76.7, ips: 15.36754 samples/s, eta: 3 days, 11:04:50, max_mem_reserved: 23441 MB, max_mem_allocated: 16701 MB |
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Answered by
UserWangZz
Oct 9, 2024
Replies: 1 comment 2 replies
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配置文件和预训练模型不一致，参数没有加载进去，和重新训练效果差不多 |
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2 replies
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大佬， 请问怎么改啊？ |
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我现在只训练了20轮， 一会训练完了，我再试试别的模型， 可能确实是模型的问题。 |
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Answer selected by
a01163125
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配置文件和预训练模型不一致，参数没有加载进去，和重新训练效果差不多