# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import copy import paddle import paddle.nn as nn # det loss from .det_db_loss import DBLoss from .det_east_loss import EASTLoss from .det_sast_loss import SASTLoss # rec loss from .rec_ctc_loss import CTCLoss from .rec_att_loss import AttentionLoss from .rec_srn_loss import SRNLoss from .rec_nrtr_loss import NRTRLoss from .rec_sar_loss import SARLoss # cls loss from .cls_loss import ClsLoss # e2e loss from .e2e_pg_loss import PGLoss # basic loss function from .basic_loss import DistanceLoss # combined loss function from .combined_loss import CombinedLoss # table loss from .table_att_loss import TableAttentionLoss from .rec_aster_loss import AsterLoss def build_loss(config): support_dict = [ 'DBLoss', 'EASTLoss', 'SASTLoss', 'CTCLoss', 'ClsLoss', 'AttentionLoss', 'SRNLoss', 'PGLoss', 'CombinedLoss', 'NRTRLoss', 'TableAttentionLoss', 'SARLoss', 'AsterLoss' ] config = copy.deepcopy(config) module_name = config.pop('name') assert module_name in support_dict, Exception('loss only support {}'.format( support_dict)) module_class = eval(module_name)(**config) return module_class