# 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 # basic_loss from .basic_loss import LossFromOutput # det loss from .det_db_loss import DBLoss from .det_east_loss import EASTLoss from .det_sast_loss import SASTLoss from .det_pse_loss import PSELoss from .det_fce_loss import FCELoss from .det_ct_loss import CTLoss from .det_drrg_loss import DRRGLoss # rec loss from .rec_ctc_loss import CTCLoss from .rec_att_loss import AttentionLoss from .rec_srn_loss import SRNLoss from .rec_ce_loss import CELoss from .rec_sar_loss import SARLoss from .rec_aster_loss import AsterLoss from .rec_pren_loss import PRENLoss from .rec_multi_loss import MultiLoss from .rec_vl_loss import VLLoss from .rec_spin_att_loss import SPINAttentionLoss from .rec_rfl_loss import RFLLoss from .rec_can_loss import CANLoss from .rec_satrn_loss import SATRNLoss from .rec_nrtr_loss import NRTRLoss from .rec_parseq_loss import ParseQLoss from .rec_cppd_loss import CPPDLoss from .rec_latexocr_loss import LaTeXOCRLoss # cls loss from .cls_loss import ClsLoss # e2e loss from .e2e_pg_loss import PGLoss from .kie_sdmgr_loss import SDMGRLoss # basic loss function from .basic_loss import DistanceLoss # combined loss function from .combined_loss import CombinedLoss # table loss from .table_att_loss import TableAttentionLoss, SLALoss from .table_master_loss import TableMasterLoss # vqa token loss from .vqa_token_layoutlm_loss import VQASerTokenLayoutLMLoss # sr loss from .stroke_focus_loss import StrokeFocusLoss from .text_focus_loss import TelescopeLoss def build_loss(config): support_dict = [ "DBLoss", "PSELoss", "EASTLoss", "SASTLoss", "FCELoss", "CTCLoss", "ClsLoss", "AttentionLoss", "SRNLoss", "PGLoss", "CombinedLoss", "CELoss", "TableAttentionLoss", "SARLoss", "AsterLoss", "SDMGRLoss", "VQASerTokenLayoutLMLoss", "LossFromOutput", "PRENLoss", "MultiLoss", "TableMasterLoss", "SPINAttentionLoss", "VLLoss", "StrokeFocusLoss", "SLALoss", "CTLoss", "RFLLoss", "DRRGLoss", "CANLoss", "TelescopeLoss", "SATRNLoss", "NRTRLoss", "ParseQLoss", "CPPDLoss", "LaTeXOCRLoss", ] 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