Zhang-O
commented
2 years ago 你用的代码分支是？
paddleOcr 2.3 里面加载 pretrained model 用的下面的函数 这个是根据shape匹配权重的
def load_dygraph_params(config, model, logger, optimizer): ckp = config['Global']['checkpoints'] if ckp and os.path.exists(ckp + ".pdparams"): pre_best_model_dict = init_model(config, model, optimizer) return pre_best_model_dict else: pm = config['Global']['pretrained_model'] if pm is None: return {} if not os.path.exists(pm) and not os.path.exists(pm + ".pdparams"): logger.info(f"The pretrained_model {pm} does not exists!") return {} pm = pm if pm.endswith('.pdparams') else pm + '.pdparams' params = paddle.load(pm) state_dict = model.state_dict() new_state_dict = {} for k1, k2 in zip(state_dict.keys(), params.keys()): if list(state_dict[k1].shape) == list(params[k2].shape): new_state_dict[k1] = params[k2] else: logger.info( f"The shape of model params {k1} {state_dict[k1].shape} not matched with loaded params {k2} {params[k2].shape} !" ) model.set_state_dict(new_state_dict) logger.info(f"loaded pretrained_model successful from {pm}") return {}paddleOcr 2.5 里面加载 pretrained model 用的下面的函数 这个是根据 key 的 key name 匹配权重的
def load_pretrained_params(model, path): logger = get_logger() if path.endswith('.pdparams'): path = path.replace('.pdparams', '') assert os.path.exists(path + ".pdparams"), \ "The {}.pdparams does not exists!".format(path) params = paddle.load(path + '.pdparams') state_dict = model.state_dict() new_state_dict = {} for k1 in params.keys(): if k1 not in state_dict.keys(): logger.warning("The pretrained params {} not in model".format(k1)) else: if list(state_dict[k1].shape) == list(params[k1].shape): new_state_dict[k1] = params[k1] else: logger.warning( "The shape of model params {} {} not matched with loaded params {} {} !". format(k1, state_dict[k1].shape, k1, params[k1].shape)) model.set_state_dict(new_state_dict) logger.info("load pretrain successful from {}".format(path)) return model上面的问题就是由于这个改动造成的。
另外在使用 ch_PP-OCRv3_det_cml.yml 进行cml 蒸馏时，student 模型加载预训练模型，原始的日志是作者上面发的那些，改用2.3的 load_dygraph_params 加载 预训练模型，输出的日志是下面的这些，new_state_dict 大约匹配84个key。 这里 student 模型 是否加载预训练模型 区别大吗？
[2022/07/17 14:08:07] ppocr INFO: Architecture : [2022/07/17 14:08:07] ppocr INFO: Models : [2022/07/17 14:08:07] ppocr INFO: Student : [2022/07/17 14:08:07] ppocr INFO: Backbone : [2022/07/17 14:08:07] ppocr INFO: disable_se : True [2022/07/17 14:08:07] ppocr INFO: model_name : large [2022/07/17 14:08:07] ppocr INFO: name : MobileNetV3 [2022/07/17 14:08:07] ppocr INFO: scale : 0.5 [2022/07/17 14:08:07] ppocr INFO: Head : [2022/07/17 14:08:07] ppocr INFO: k : 50 [2022/07/17 14:08:07] ppocr INFO: name : DBHead [2022/07/17 14:08:07] ppocr INFO: Neck : [2022/07/17 14:08:07] ppocr INFO: name : RSEFPN [2022/07/17 14:08:07] ppocr INFO: out_channels : 96 [2022/07/17 14:08:07] ppocr INFO: shortcut : True [2022/07/17 14:08:07] ppocr INFO: Transform : None [2022/07/17 14:08:07] ppocr INFO: algorithm : DB [2022/07/17 14:08:07] ppocr INFO: model_type : det [2022/07/17 14:08:07] ppocr INFO: pretrained : ./models/det/pretrained/MobileNetV3_large_x0_5_pretrained [2022/07/17 14:08:07] ppocr INFO: Student2 : [2022/07/17 14:08:07] ppocr INFO: Backbone : [2022/07/17 14:08:07] ppocr INFO: disable_se : True [2022/07/17 14:08:07] ppocr INFO: model_name : large [2022/07/17 14:08:07] ppocr INFO: name : MobileNetV3 [2022/07/17 14:08:07] ppocr INFO: scale : 0.5 [2022/07/17 14:08:07] ppocr INFO: Head : [2022/07/17 14:08:07] ppocr INFO: k : 50 [2022/07/17 14:08:07] ppocr INFO: name : DBHead [2022/07/17 14:08:07] ppocr INFO: Neck : [2022/07/17 14:08:07] ppocr INFO: name : RSEFPN [2022/07/17 14:08:07] ppocr INFO: out_channels : 96 [2022/07/17 14:08:07] ppocr INFO: shortcut : True [2022/07/17 14:08:07] ppocr INFO: Transform : None [2022/07/17 14:08:07] ppocr INFO: algorithm : DB [2022/07/17 14:08:07] ppocr INFO: model_type : det [2022/07/17 14:08:07] ppocr INFO: pretrained : ./models/det/pretrained/MobileNetV3_large_x0_5_pretrained [2022/07/17 14:08:07] ppocr INFO: Teacher : [2022/07/17 14:08:07] ppocr INFO: Backbone : [2022/07/17 14:08:07] ppocr INFO: in_channels : 3 [2022/07/17 14:08:07] ppocr INFO: layers : 50 [2022/07/17 14:08:07] ppocr INFO: name : ResNet [2022/07/17 14:08:07] ppocr INFO: Head : [2022/07/17 14:08:07] ppocr INFO: k : 50 [2022/07/17 14:08:07] ppocr INFO: kernel_list : [7, 2, 2] [2022/07/17 14:08:07] ppocr INFO: name : DBHead [2022/07/17 14:08:07] ppocr INFO: Neck : [2022/07/17 14:08:07] ppocr INFO: name : LKPAN [2022/07/17 14:08:07] ppocr INFO: out_channels : 224 [2022/07/17 14:08:07] ppocr INFO: algorithm : DB [2022/07/17 14:08:07] ppocr INFO: freeze_params : True [2022/07/17 14:08:07] ppocr INFO: model_type : det [2022/07/17 14:08:07] ppocr INFO: pretrained : ./models/det/db_0629_v1/student [2022/07/17 14:08:07] ppocr INFO: return_all_feats : False [2022/07/17 14:08:07] ppocr INFO: algorithm : Distillation [2022/07/17 14:08:07] ppocr INFO: model_type : det [2022/07/17 14:08:07] ppocr INFO: name : DistillationModel [2022/07/17 14:08:07] ppocr INFO: Eval : [2022/07/17 14:08:07] ppocr INFO: dataset : [2022/07/17 14:08:07] ppocr INFO: data_dir : None [2022/07/17 14:08:07] ppocr INFO: label_file_list : ['custom/data/det_word_0421_val.txt'] [2022/07/17 14:08:07] ppocr INFO: name : SimpleDataSet [2022/07/17 14:08:07] ppocr INFO: transforms : [2022/07/17 14:08:07] ppocr INFO: DecodeImage : [2022/07/17 14:08:07] ppocr INFO: channel_first : False [2022/07/17 14:08:07] ppocr INFO: img_mode : BGR [2022/07/17 14:08:07] ppocr INFO: DetLabelEncode : None [2022/07/17 14:08:07] ppocr INFO: DetResizeForTest : None [2022/07/17 14:08:07] ppocr INFO: NormalizeImage : [2022/07/17 14:08:07] ppocr INFO: mean : [0.485, 0.456, 0.406] [2022/07/17 14:08:07] ppocr INFO: order : hwc [2022/07/17 14:08:07] ppocr INFO: scale : 1./255. [2022/07/17 14:08:07] ppocr INFO: std : [0.229, 0.224, 0.225] [2022/07/17 14:08:07] ppocr INFO: ToCHWImage : None [2022/07/17 14:08:07] ppocr INFO: KeepKeys : [2022/07/17 14:08:07] ppocr INFO: keep_keys : ['image', 'shape', 'polys', 'ignore_tags'] [2022/07/17 14:08:07] ppocr INFO: loader : [2022/07/17 14:08:07] ppocr INFO: batch_size_per_card : 1 [2022/07/17 14:08:07] ppocr INFO: drop_last : False [2022/07/17 14:08:07] ppocr INFO: num_workers : 1 [2022/07/17 14:08:07] ppocr INFO: shuffle : False [2022/07/17 14:08:07] ppocr INFO: use_shared_memory : False [2022/07/17 14:08:07] ppocr INFO: Global : [2022/07/17 14:08:07] ppocr INFO: cal_metric_during_train : False [2022/07/17 14:08:07] ppocr INFO: checkpoints : None [2022/07/17 14:08:07] ppocr INFO: debug : False [2022/07/17 14:08:07] ppocr INFO: distributed : False [2022/07/17 14:08:07] ppocr INFO: epoch_num : 500 [2022/07/17 14:08:07] ppocr INFO: eval_batch_step : [0, 400] [2022/07/17 14:08:07] ppocr INFO: infer_img : doc/imgs_en/img_10.jpg [2022/07/17 14:08:07] ppocr INFO: log_smooth_window : 20 [2022/07/17 14:08:07] ppocr INFO: pretrained_model : None [2022/07/17 14:08:07] ppocr INFO: print_batch_step : 10 [2022/07/17 14:08:07] ppocr INFO: save_epoch_step : 100 [2022/07/17 14:08:07] ppocr INFO: save_inference_dir : None [2022/07/17 14:08:07] ppocr INFO: save_model_dir : ./models/det/db_test/ [2022/07/17 14:08:07] ppocr INFO: save_res_path : ./checkpoints/det_db/predicts_db.txt [2022/07/17 14:08:07] ppocr INFO: use_gpu : False [2022/07/17 14:08:07] ppocr INFO: use_visualdl : False [2022/07/17 14:08:07] ppocr INFO: Loss : [2022/07/17 14:08:07] ppocr INFO: loss_config_list : [2022/07/17 14:08:07] ppocr INFO: DistillationDilaDBLoss : [2022/07/17 14:08:07] ppocr INFO: alpha : 5 [2022/07/17 14:08:07] ppocr INFO: balance_loss : True [2022/07/17 14:08:07] ppocr INFO: beta : 10 [2022/07/17 14:08:07] ppocr INFO: key : maps [2022/07/17 14:08:07] ppocr INFO: main_loss_type : DiceLoss [2022/07/17 14:08:07] ppocr INFO: model_name_pairs : [['Student', 'Teacher'], ['Student2', 'Teacher']] [2022/07/17 14:08:07] ppocr INFO: ohem_ratio : 3 [2022/07/17 14:08:07] ppocr INFO: weight : 1.0 [2022/07/17 14:08:07] ppocr INFO: DistillationDMLLoss : [2022/07/17 14:08:07] ppocr INFO: key : maps [2022/07/17 14:08:07] ppocr INFO: maps_name : thrink_maps [2022/07/17 14:08:07] ppocr INFO: model_name_pairs : ['Student', 'Student2'] [2022/07/17 14:08:07] ppocr INFO: weight : 1.0 [2022/07/17 14:08:07] ppocr INFO: DistillationDBLoss : [2022/07/17 14:08:07] ppocr INFO: alpha : 5 [2022/07/17 14:08:07] ppocr INFO: balance_loss : True [2022/07/17 14:08:07] ppocr INFO: beta : 10 [2022/07/17 14:08:07] ppocr INFO: main_loss_type : DiceLoss [2022/07/17 14:08:07] ppocr INFO: model_name_list : ['Student', 'Student2'] [2022/07/17 14:08:07] ppocr INFO: ohem_ratio : 3 [2022/07/17 14:08:07] ppocr INFO: weight : 1.0 [2022/07/17 14:08:07] ppocr INFO: name : CombinedLoss [2022/07/17 14:08:07] ppocr INFO: Metric : [2022/07/17 14:08:07] ppocr INFO: base_metric_name : DetMetric [2022/07/17 14:08:07] ppocr INFO: key : Student [2022/07/17 14:08:07] ppocr INFO: main_indicator : hmean [2022/07/17 14:08:07] ppocr INFO: name : DistillationMetric [2022/07/17 14:08:07] ppocr INFO: Optimizer : [2022/07/17 14:08:07] ppocr INFO: beta1 : 0.9 [2022/07/17 14:08:07] ppocr INFO: beta2 : 0.999 [2022/07/17 14:08:07] ppocr INFO: lr : [2022/07/17 14:08:07] ppocr INFO: learning_rate : 0.001 [2022/07/17 14:08:07] ppocr INFO: name : Cosine [2022/07/17 14:08:07] ppocr INFO: warmup_epoch : 2 [2022/07/17 14:08:07] ppocr INFO: name : Adam [2022/07/17 14:08:07] ppocr INFO: regularizer : [2022/07/17 14:08:07] ppocr INFO: factor : 5e-05 [2022/07/17 14:08:07] ppocr INFO: name : L2 [2022/07/17 14:08:07] ppocr INFO: PostProcess : [2022/07/17 14:08:07] ppocr INFO: box_thresh : 0.6 [2022/07/17 14:08:07] ppocr INFO: key : head_out [2022/07/17 14:08:07] ppocr INFO: max_candidates : 1000 [2022/07/17 14:08:07] ppocr INFO: model_name : ['Student'] [2022/07/17 14:08:07] ppocr INFO: name : DistillationDBPostProcess [2022/07/17 14:08:07] ppocr INFO: thresh : 0.3 [2022/07/17 14:08:07] ppocr INFO: unclip_ratio : 1.5 [2022/07/17 14:08:07] ppocr INFO: Train : [2022/07/17 14:08:07] ppocr INFO: dataset : [2022/07/17 14:08:07] ppocr INFO: data_dir : None [2022/07/17 14:08:07] ppocr INFO: label_file_list : ['custom/data/det_word_0421_train.txt'] [2022/07/17 14:08:07] ppocr INFO: name : SimpleDataSet [2022/07/17 14:08:07] ppocr INFO: ratio_list : [1.0] [2022/07/17 14:08:07] ppocr INFO: transforms : [2022/07/17 14:08:07] ppocr INFO: DecodeImage : [2022/07/17 14:08:07] ppocr INFO: channel_first : False [2022/07/17 14:08:07] ppocr INFO: img_mode : BGR [2022/07/17 14:08:07] ppocr INFO: DetLabelEncode : None [2022/07/17 14:08:07] ppocr INFO: CopyPaste : None [2022/07/17 14:08:07] ppocr INFO: IaaAugment : [2022/07/17 14:08:07] ppocr INFO: augmenter_args : [2022/07/17 14:08:07] ppocr INFO: args : [2022/07/17 14:08:07] ppocr INFO: p : 0.5 [2022/07/17 14:08:07] ppocr INFO: type : Fliplr [2022/07/17 14:08:07] ppocr INFO: args : [2022/07/17 14:08:07] ppocr INFO: rotate : [-10, 10] [2022/07/17 14:08:07] ppocr INFO: type : Affine [2022/07/17 14:08:07] ppocr INFO: args : [2022/07/17 14:08:07] ppocr INFO: size : [0.5, 3] [2022/07/17 14:08:07] ppocr INFO: type : Resize [2022/07/17 14:08:07] ppocr INFO: EastRandomCropData : [2022/07/17 14:08:07] ppocr INFO: keep_ratio : True [2022/07/17 14:08:07] ppocr INFO: max_tries : 50 [2022/07/17 14:08:07] ppocr INFO: size : [640, 640] [2022/07/17 14:08:07] ppocr INFO: MakeBorderMap : [2022/07/17 14:08:07] ppocr INFO: shrink_ratio : 0.4 [2022/07/17 14:08:07] ppocr INFO: thresh_max : 0.7 [2022/07/17 14:08:07] ppocr INFO: thresh_min : 0.3 [2022/07/17 14:08:07] ppocr INFO: MakeShrinkMap : [2022/07/17 14:08:07] ppocr INFO: min_text_size : 8 [2022/07/17 14:08:07] ppocr INFO: shrink_ratio : 0.4 [2022/07/17 14:08:07] ppocr INFO: NormalizeImage : [2022/07/17 14:08:07] ppocr INFO: mean : [0.485, 0.456, 0.406] [2022/07/17 14:08:07] ppocr INFO: order : hwc [2022/07/17 14:08:07] ppocr INFO: scale : 1./255. [2022/07/17 14:08:07] ppocr INFO: std : [0.229, 0.224, 0.225] [2022/07/17 14:08:07] ppocr INFO: ToCHWImage : None [2022/07/17 14:08:07] ppocr INFO: KeepKeys : [2022/07/17 14:08:07] ppocr INFO: keep_keys : ['image', 'threshold_map', 'threshold_mask', 'shrink_map', 'shrink_mask'] [2022/07/17 14:08:07] ppocr INFO: loader : [2022/07/17 14:08:07] ppocr INFO: batch_size_per_card : 4 [2022/07/17 14:08:07] ppocr INFO: drop_last : False [2022/07/17 14:08:07] ppocr INFO: num_workers : 1 [2022/07/17 14:08:07] ppocr INFO: shuffle : True [2022/07/17 14:08:07] ppocr INFO: use_shared_memory : False [2022/07/17 14:08:07] ppocr INFO: profiler_options : None [2022/07/17 14:08:07] ppocr INFO: train with paddle 2.1.2 and device CPUPlace [2022/07/17 14:08:14] ppocr INFO: Initialize indexs of datasets:['custom/data/det_word_0421_train.txt'] [2022/07/17 14:08:14] ppocr INFO: Initialize indexs of datasets:['custom/data/det_word_0421_val.txt'] [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.0.linear_conv.conv.weight [24, 40, 1, 1] not matched with loaded params conv5.mid_se.conv1.weight [10, 40, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.0.linear_conv.bn.weight [24] not matched with loaded params conv5.mid_se.conv1.bias [10] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.0.linear_conv.bn.bias [24] not matched with loaded params conv5.mid_se.conv2.weight [40, 10, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.0.linear_conv.bn._mean [24] not matched with loaded params conv5.mid_se.conv2.bias [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.0.linear_conv.bn._variance [24] not matched with loaded params conv5.linear_conv.conv.weight [24, 40, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.expand_conv.conv.weight [64, 24, 1, 1] not matched with loaded params conv5.linear_conv.bn.weight [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.expand_conv.bn.weight [64] not matched with loaded params conv5.linear_conv.bn.bias [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.expand_conv.bn.bias [64] not matched with loaded params conv5.linear_conv.bn._mean [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.expand_conv.bn._mean [64] not matched with loaded params conv5.linear_conv.bn._variance [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.expand_conv.bn._variance [64] not matched with loaded params conv6.expand_conv.conv.weight [64, 24, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.bottleneck_conv.conv.weight [64, 1, 5, 5] not matched with loaded params conv6.expand_conv.bn.weight [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.bottleneck_conv.bn._variance [64] not matched with loaded params conv6.bottleneck_conv.conv.weight [64, 1, 5, 5] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.linear_conv.conv.weight [24, 64, 1, 1] not matched with loaded params conv6.bottleneck_conv.bn.weight [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.linear_conv.bn.weight [24] not matched with loaded params conv6.bottleneck_conv.bn.bias [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.linear_conv.bn.bias [24] not matched with loaded params conv6.bottleneck_conv.bn._mean [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.linear_conv.bn._mean [24] not matched with loaded params conv6.bottleneck_conv.bn._variance [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.1.linear_conv.bn._variance [24] not matched with loaded params conv6.mid_se.conv1.weight [16, 64, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.expand_conv.conv.weight [64, 24, 1, 1] not matched with loaded params conv6.mid_se.conv1.bias [16] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.expand_conv.bn.weight [64] not matched with loaded params conv6.mid_se.conv2.weight [64, 16, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.expand_conv.bn._mean [64] not matched with loaded params conv6.linear_conv.conv.weight [24, 64, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.expand_conv.bn._variance [64] not matched with loaded params conv6.linear_conv.bn.weight [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.bottleneck_conv.conv.weight [64, 1, 5, 5] not matched with loaded params conv6.linear_conv.bn.bias [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.bottleneck_conv.bn.weight [64] not matched with loaded params conv6.linear_conv.bn._mean [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.bottleneck_conv.bn.bias [64] not matched with loaded params conv6.linear_conv.bn._variance [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.bottleneck_conv.bn._mean [64] not matched with loaded params conv7.expand_conv.conv.weight [64, 24, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.linear_conv.conv.weight [24, 64, 1, 1] not matched with loaded params conv7.expand_conv.bn.bias [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.linear_conv.bn.weight [24] not matched with loaded params conv7.expand_conv.bn._mean [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.linear_conv.bn.bias [24] not matched with loaded params conv7.expand_conv.bn._variance [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.linear_conv.bn._mean [24] not matched with loaded params conv7.bottleneck_conv.conv.weight [64, 1, 5, 5] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage1.2.linear_conv.bn._variance [24] not matched with loaded params conv7.bottleneck_conv.bn.weight [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.expand_conv.conv.weight [120, 24, 1, 1] not matched with loaded params conv7.bottleneck_conv.bn.bias [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.expand_conv.bn.weight [120] not matched with loaded params conv7.bottleneck_conv.bn._mean [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.expand_conv.bn.bias [120] not matched with loaded params conv7.bottleneck_conv.bn._variance [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.expand_conv.bn._mean [120] not matched with loaded params conv7.mid_se.conv1.weight [16, 64, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.expand_conv.bn._variance [120] not matched with loaded params conv7.mid_se.conv1.bias [16] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.bottleneck_conv.conv.weight [120, 1, 3, 3] not matched with loaded params conv7.mid_se.conv2.weight [64, 16, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.bottleneck_conv.bn.weight [120] not matched with loaded params conv7.mid_se.conv2.bias [64] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.bottleneck_conv.bn.bias [120] not matched with loaded params conv7.linear_conv.conv.weight [24, 64, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.bottleneck_conv.bn._mean [120] not matched with loaded params conv7.linear_conv.bn.weight [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.bottleneck_conv.bn._variance [120] not matched with loaded params conv7.linear_conv.bn.bias [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.linear_conv.conv.weight [40, 120, 1, 1] not matched with loaded params conv7.linear_conv.bn._mean [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.linear_conv.bn.weight [40] not matched with loaded params conv7.linear_conv.bn._variance [24] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.linear_conv.bn.bias [40] not matched with loaded params conv8.expand_conv.conv.weight [120, 24, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.linear_conv.bn._mean [40] not matched with loaded params conv8.expand_conv.bn.weight [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.0.linear_conv.bn._variance [40] not matched with loaded params conv8.expand_conv.bn.bias [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.expand_conv.conv.weight [104, 40, 1, 1] not matched with loaded params conv8.expand_conv.bn._mean [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.expand_conv.bn.weight [104] not matched with loaded params conv8.expand_conv.bn._variance [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.expand_conv.bn.bias [104] not matched with loaded params conv8.bottleneck_conv.conv.weight [120, 1, 3, 3] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.expand_conv.bn._mean [104] not matched with loaded params conv8.bottleneck_conv.bn.weight [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.expand_conv.bn._variance [104] not matched with loaded params conv8.bottleneck_conv.bn.bias [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.bottleneck_conv.conv.weight [104, 1, 3, 3] not matched with loaded params conv8.bottleneck_conv.bn._mean [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.bottleneck_conv.bn.weight [104] not matched with loaded params conv8.bottleneck_conv.bn._variance [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.bottleneck_conv.bn.bias [104] not matched with loaded params conv8.linear_conv.conv.weight [40, 120, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.bottleneck_conv.bn._mean [104] not matched with loaded params conv8.linear_conv.bn.weight [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.bottleneck_conv.bn._variance [104] not matched with loaded params conv8.linear_conv.bn.bias [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.linear_conv.conv.weight [40, 104, 1, 1] not matched with loaded params conv8.linear_conv.bn._mean [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.linear_conv.bn.bias [40] not matched with loaded params conv9.expand_conv.conv.weight [104, 40, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.linear_conv.bn._mean [40] not matched with loaded params conv9.expand_conv.bn.weight [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.1.linear_conv.bn._variance [40] not matched with loaded params conv9.expand_conv.bn.bias [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.expand_conv.conv.weight [96, 40, 1, 1] not matched with loaded params conv9.expand_conv.bn._mean [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.expand_conv.bn.weight [96] not matched with loaded params conv9.expand_conv.bn._variance [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.expand_conv.bn.bias [96] not matched with loaded params conv9.bottleneck_conv.conv.weight [104, 1, 3, 3] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.expand_conv.bn._mean [96] not matched with loaded params conv9.bottleneck_conv.bn.weight [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.expand_conv.bn._variance [96] not matched with loaded params conv9.bottleneck_conv.bn.bias [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.bottleneck_conv.conv.weight [96, 1, 3, 3] not matched with loaded params conv9.bottleneck_conv.bn._mean [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.bottleneck_conv.bn.weight [96] not matched with loaded params conv9.bottleneck_conv.bn._variance [104] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.bottleneck_conv.bn.bias [96] not matched with loaded params conv9.linear_conv.conv.weight [40, 104, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.bottleneck_conv.bn._mean [96] not matched with loaded params conv9.linear_conv.bn.weight [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.bottleneck_conv.bn._variance [96] not matched with loaded params conv9.linear_conv.bn.bias [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.linear_conv.conv.weight [40, 96, 1, 1] not matched with loaded params conv9.linear_conv.bn._mean [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.linear_conv.bn.bias [40] not matched with loaded params conv10.expand_conv.conv.weight [96, 40, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.linear_conv.bn._mean [40] not matched with loaded params conv10.expand_conv.bn.weight [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.2.linear_conv.bn._variance [40] not matched with loaded params conv10.expand_conv.bn.bias [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.expand_conv.conv.weight [96, 40, 1, 1] not matched with loaded params conv10.expand_conv.bn._mean [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.expand_conv.bn.bias [96] not matched with loaded params conv10.bottleneck_conv.conv.weight [96, 1, 3, 3] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.bottleneck_conv.conv.weight [96, 1, 3, 3] not matched with loaded params conv10.bottleneck_conv.bn._mean [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.bottleneck_conv.bn.bias [96] not matched with loaded params conv10.linear_conv.conv.weight [40, 96, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.bottleneck_conv.bn._mean [96] not matched with loaded params conv10.linear_conv.bn.weight [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.bottleneck_conv.bn._variance [96] not matched with loaded params conv10.linear_conv.bn.bias [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.linear_conv.conv.weight [40, 96, 1, 1] not matched with loaded params conv10.linear_conv.bn._mean [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.linear_conv.bn.bias [40] not matched with loaded params conv11.expand_conv.conv.weight [96, 40, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.linear_conv.bn._mean [40] not matched with loaded params conv11.expand_conv.bn.weight [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.3.linear_conv.bn._variance [40] not matched with loaded params conv11.expand_conv.bn.bias [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.expand_conv.conv.weight [240, 40, 1, 1] not matched with loaded params conv11.expand_conv.bn._mean [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.expand_conv.bn.weight [240] not matched with loaded params conv11.expand_conv.bn._variance [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.expand_conv.bn.bias [240] not matched with loaded params conv11.bottleneck_conv.conv.weight [96, 1, 3, 3] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.expand_conv.bn._mean [240] not matched with loaded params conv11.bottleneck_conv.bn.weight [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.expand_conv.bn._variance [240] not matched with loaded params conv11.bottleneck_conv.bn.bias [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.bottleneck_conv.conv.weight [240, 1, 3, 3] not matched with loaded params conv11.bottleneck_conv.bn._mean [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.bottleneck_conv.bn.weight [240] not matched with loaded params conv11.bottleneck_conv.bn._variance [96] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.bottleneck_conv.bn.bias [240] not matched with loaded params conv11.linear_conv.conv.weight [40, 96, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.bottleneck_conv.bn._mean [240] not matched with loaded params conv11.linear_conv.bn.weight [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.bottleneck_conv.bn._variance [240] not matched with loaded params conv11.linear_conv.bn.bias [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.linear_conv.conv.weight [56, 240, 1, 1] not matched with loaded params conv11.linear_conv.bn._mean [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.linear_conv.bn.weight [56] not matched with loaded params conv11.linear_conv.bn._variance [40] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.linear_conv.bn.bias [56] not matched with loaded params conv12.expand_conv.conv.weight [240, 40, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.linear_conv.bn._mean [56] not matched with loaded params conv12.expand_conv.bn.weight [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.4.linear_conv.bn._variance [56] not matched with loaded params conv12.expand_conv.bn.bias [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.expand_conv.conv.weight [336, 56, 1, 1] not matched with loaded params conv12.expand_conv.bn._mean [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.expand_conv.bn.weight [336] not matched with loaded params conv12.expand_conv.bn._variance [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.expand_conv.bn.bias [336] not matched with loaded params conv12.bottleneck_conv.conv.weight [240, 1, 3, 3] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.expand_conv.bn._mean [336] not matched with loaded params conv12.bottleneck_conv.bn.weight [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.expand_conv.bn._variance [336] not matched with loaded params conv12.bottleneck_conv.bn.bias [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.bottleneck_conv.conv.weight [336, 1, 3, 3] not matched with loaded params conv12.bottleneck_conv.bn._mean [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.bottleneck_conv.bn.weight [336] not matched with loaded params conv12.bottleneck_conv.bn._variance [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.bottleneck_conv.bn.bias [336] not matched with loaded params conv12.mid_se.conv1.weight [60, 240, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.bottleneck_conv.bn._mean [336] not matched with loaded params conv12.mid_se.conv1.bias [60] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.bottleneck_conv.bn._variance [336] not matched with loaded params conv12.mid_se.conv2.weight [240, 60, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.linear_conv.conv.weight [56, 336, 1, 1] not matched with loaded params conv12.mid_se.conv2.bias [240] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage2.5.linear_conv.bn.weight [56] not matched with loaded params conv12.linear_conv.conv.weight [56, 240, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.expand_conv.conv.weight [336, 56, 1, 1] not matched with loaded params conv12.linear_conv.bn._variance [56] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.expand_conv.bn.weight [336] not matched with loaded params conv13.expand_conv.conv.weight [336, 56, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.bottleneck_conv.conv.weight [336, 1, 5, 5] not matched with loaded params conv13.expand_conv.bn._variance [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.bottleneck_conv.bn.weight [336] not matched with loaded params conv13.bottleneck_conv.conv.weight [336, 1, 3, 3] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.linear_conv.conv.weight [80, 336, 1, 1] not matched with loaded params conv13.bottleneck_conv.bn._variance [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.linear_conv.bn.weight [80] not matched with loaded params conv13.mid_se.conv1.weight [84, 336, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.linear_conv.bn.bias [80] not matched with loaded params conv13.mid_se.conv1.bias [84] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.linear_conv.bn._mean [80] not matched with loaded params conv13.mid_se.conv2.weight [336, 84, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.0.linear_conv.bn._variance [80] not matched with loaded params conv13.mid_se.conv2.bias [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.expand_conv.conv.weight [480, 80, 1, 1] not matched with loaded params conv13.linear_conv.conv.weight [56, 336, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.expand_conv.bn.weight [480] not matched with loaded params conv13.linear_conv.bn.weight [56] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.expand_conv.bn.bias [480] not matched with loaded params conv13.linear_conv.bn.bias [56] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.expand_conv.bn._mean [480] not matched with loaded params conv13.linear_conv.bn._mean [56] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.expand_conv.bn._variance [480] not matched with loaded params conv13.linear_conv.bn._variance [56] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.bottleneck_conv.conv.weight [480, 1, 5, 5] not matched with loaded params conv14.expand_conv.conv.weight [336, 56, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.bottleneck_conv.bn.weight [480] not matched with loaded params conv14.expand_conv.bn.weight [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.bottleneck_conv.bn.bias [480] not matched with loaded params conv14.expand_conv.bn.bias [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.bottleneck_conv.bn._mean [480] not matched with loaded params conv14.expand_conv.bn._mean [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.bottleneck_conv.bn._variance [480] not matched with loaded params conv14.expand_conv.bn._variance [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.linear_conv.conv.weight [80, 480, 1, 1] not matched with loaded params conv14.bottleneck_conv.conv.weight [336, 1, 5, 5] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.linear_conv.bn.weight [80] not matched with loaded params conv14.bottleneck_conv.bn.weight [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.linear_conv.bn.bias [80] not matched with loaded params conv14.bottleneck_conv.bn.bias [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.linear_conv.bn._mean [80] not matched with loaded params conv14.bottleneck_conv.bn._mean [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.1.linear_conv.bn._variance [80] not matched with loaded params conv14.bottleneck_conv.bn._variance [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.expand_conv.conv.weight [480, 80, 1, 1] not matched with loaded params conv14.mid_se.conv1.weight [84, 336, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.expand_conv.bn.weight [480] not matched with loaded params conv14.mid_se.conv1.bias [84] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.expand_conv.bn.bias [480] not matched with loaded params conv14.mid_se.conv2.weight [336, 84, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.expand_conv.bn._mean [480] not matched with loaded params conv14.mid_se.conv2.bias [336] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.expand_conv.bn._variance [480] not matched with loaded params conv14.linear_conv.conv.weight [80, 336, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.bottleneck_conv.conv.weight [480, 1, 5, 5] not matched with loaded params conv14.linear_conv.bn.weight [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.bottleneck_conv.bn.weight [480] not matched with loaded params conv14.linear_conv.bn.bias [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.bottleneck_conv.bn.bias [480] not matched with loaded params conv14.linear_conv.bn._mean [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.bottleneck_conv.bn._mean [480] not matched with loaded params conv14.linear_conv.bn._variance [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.bottleneck_conv.bn._variance [480] not matched with loaded params conv15.expand_conv.conv.weight [480, 80, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.linear_conv.conv.weight [80, 480, 1, 1] not matched with loaded params conv15.expand_conv.bn.weight [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.linear_conv.bn.weight [80] not matched with loaded params conv15.expand_conv.bn.bias [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.linear_conv.bn.bias [80] not matched with loaded params conv15.expand_conv.bn._mean [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.linear_conv.bn._mean [80] not matched with loaded params conv15.expand_conv.bn._variance [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.2.linear_conv.bn._variance [80] not matched with loaded params conv15.bottleneck_conv.conv.weight [480, 1, 5, 5] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.3.conv.weight [480, 80, 1, 1] not matched with loaded params conv15.bottleneck_conv.bn.weight [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params backbone.stage3.3.bn._variance [480] not matched with loaded params conv15.mid_se.conv1.weight [120, 480, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.0.in_conv.weight [96, 16, 1, 1] not matched with loaded params conv15.mid_se.conv1.bias [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.0.se_block.conv1.weight [24, 96, 1, 1] not matched with loaded params conv15.mid_se.conv2.weight [480, 120, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.0.se_block.conv1.bias [24] not matched with loaded params conv15.mid_se.conv2.bias [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.0.se_block.conv2.weight [96, 24, 1, 1] not matched with loaded params conv15.linear_conv.conv.weight [80, 480, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.0.se_block.conv2.bias [96] not matched with loaded params conv15.linear_conv.bn.weight [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.1.in_conv.weight [96, 24, 1, 1] not matched with loaded params conv15.linear_conv.bn.bias [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.1.se_block.conv1.weight [24, 96, 1, 1] not matched with loaded params conv15.linear_conv.bn._mean [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.1.se_block.conv1.bias [24] not matched with loaded params conv15.linear_conv.bn._variance [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.1.se_block.conv2.weight [96, 24, 1, 1] not matched with loaded params conv16.expand_conv.conv.weight [480, 80, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.1.se_block.conv2.bias [96] not matched with loaded params conv16.expand_conv.bn.weight [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.2.in_conv.weight [96, 56, 1, 1] not matched with loaded params conv16.expand_conv.bn.bias [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.2.se_block.conv1.weight [24, 96, 1, 1] not matched with loaded params conv16.expand_conv.bn._mean [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.2.se_block.conv1.bias [24] not matched with loaded params conv16.expand_conv.bn._variance [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.2.se_block.conv2.weight [96, 24, 1, 1] not matched with loaded params conv16.bottleneck_conv.conv.weight [480, 1, 5, 5] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.2.se_block.conv2.bias [96] not matched with loaded params conv16.bottleneck_conv.bn.weight [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.3.in_conv.weight [96, 480, 1, 1] not matched with loaded params conv16.bottleneck_conv.bn.bias [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.3.se_block.conv1.weight [24, 96, 1, 1] not matched with loaded params conv16.bottleneck_conv.bn._mean [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.3.se_block.conv1.bias [24] not matched with loaded params conv16.bottleneck_conv.bn._variance [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.3.se_block.conv2.weight [96, 24, 1, 1] not matched with loaded params conv16.mid_se.conv1.weight [120, 480, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.ins_conv.3.se_block.conv2.bias [96] not matched with loaded params conv16.mid_se.conv1.bias [120] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.0.in_conv.weight [24, 96, 3, 3] not matched with loaded params conv16.mid_se.conv2.weight [480, 120, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.0.se_block.conv1.weight [6, 24, 1, 1] not matched with loaded params conv16.mid_se.conv2.bias [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.0.se_block.conv1.bias [6] not matched with loaded params conv16.linear_conv.conv.weight [80, 480, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.0.se_block.conv2.weight [24, 6, 1, 1] not matched with loaded params conv16.linear_conv.bn.weight [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.0.se_block.conv2.bias [24] not matched with loaded params conv16.linear_conv.bn.bias [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.1.in_conv.weight [24, 96, 3, 3] not matched with loaded params conv16.linear_conv.bn._mean [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.1.se_block.conv1.weight [6, 24, 1, 1] not matched with loaded params conv16.linear_conv.bn._variance [80] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.1.se_block.conv1.bias [6] not matched with loaded params last_second_conv.conv.weight [480, 80, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.1.se_block.conv2.weight [24, 6, 1, 1] not matched with loaded params last_second_conv.bn.weight [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.1.se_block.conv2.bias [24] not matched with loaded params last_second_conv.bn.bias [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.2.in_conv.weight [24, 96, 3, 3] not matched with loaded params last_second_conv.bn._mean [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.2.se_block.conv1.weight [6, 24, 1, 1] not matched with loaded params last_second_conv.bn._variance [480] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.2.se_block.conv1.bias [6] not matched with loaded params last_conv.weight [1280, 480, 1, 1] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.2.se_block.conv2.weight [24, 6, 1, 1] not matched with loaded params out.weight [1280, 1000] ! [2022/07/17 14:08:41] ppocr INFO: The shape of model params neck.inp_conv.2.se_block.conv2.bias [24] not matched with loaded params out.bias [1000] !Originally posted by @Zhang-O in #6684 (comment)
2.3 和 2.5 都用，目前蒸馏DBnet 用2.5
Akumio
ankangGood
paddleOcr 2.3 里面加载 pretrained model 用的下面的函数 这个是根据shape匹配权重的
paddleOcr 2.5 里面加载 pretrained model 用的下面的函数 这个是根据 key 的 key name 匹配权重的
上面的问题就是由于这个改动造成的。
另外在使用 ch_PP-OCRv3_det_cml.yml 进行cml 蒸馏时，student 模型加载预训练模型，原始的日志是作者上面发的那些，改用2.3的 load_dygraph_params 加载 预训练模型，输出的日志是下面的这些，new_state_dict 大约匹配84个key。 这里 student 模型 是否加载预训练模型 区别大吗？
Originally posted by @Zhang-O in https://github.com/PaddlePaddle/PaddleOCR/issues/6684#issuecomment-1186534966