Files
FastDeploy/fastdeploy/vision/ocr/ppocr/structurev2_ser_vi_layoutxlm.cc
zengshao0622 709ba51612 [WIP]Add VI-LayoutXLM (#2048)
* WIP, add VI-LayoutXLM

* fix pybind

* update the dir of ser_vi_layoutxlm model

* update dir and name of ser_vi_layoutxlm model

* update model name to StructureV2SerViLayoutXLMModel

* fix import paddle bug

---------

Co-authored-by: DefTruth <31974251+DefTruth@users.noreply.github.com>
2023-06-26 16:40:05 +08:00

72 lines
2.6 KiB
C++

// Copyright (c) 2022 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.
#include "fastdeploy/vision/ocr/ppocr/structurev2_ser_vi_layoutxlm.h"
#include "fastdeploy/utils/unique_ptr.h"
namespace fastdeploy {
namespace vision {
namespace ocr {
StructureV2SERViLayoutXLMModel::StructureV2SERViLayoutXLMModel(
const std::string& model_file, const std::string& params_file,
const std::string& config_file, const RuntimeOption& custom_option,
const ModelFormat& model_format) {
if (model_format == ModelFormat::PADDLE) {
valid_cpu_backends = {Backend::OPENVINO, Backend::PDINFER, Backend::ORT,
Backend::LITE};
valid_gpu_backends = {Backend::ORT, Backend::PDINFER, Backend::TRT};
valid_timvx_backends = {Backend::LITE};
valid_ascend_backends = {Backend::LITE};
valid_kunlunxin_backends = {Backend::LITE};
valid_ipu_backends = {Backend::PDINFER};
valid_directml_backends = {Backend::ORT};
} else if (model_format == ModelFormat::SOPHGO) {
valid_sophgonpu_backends = {Backend::SOPHGOTPU};
} else {
valid_cpu_backends = {Backend::ORT, Backend::OPENVINO};
valid_gpu_backends = {Backend::ORT, Backend::TRT};
valid_rknpu_backends = {Backend::RKNPU2};
valid_directml_backends = {Backend::ORT};
valid_horizon_backends = {Backend::HORIZONNPU};
}
runtime_option = custom_option;
runtime_option.model_format = model_format;
runtime_option.model_file = model_file;
runtime_option.params_file = params_file;
initialized = Initialize();
}
std::unique_ptr<StructureV2SERViLayoutXLMModel>
StructureV2SERViLayoutXLMModel::Clone() const {
std::unique_ptr<StructureV2SERViLayoutXLMModel> clone_model =
utils::make_unique<StructureV2SERViLayoutXLMModel>(
StructureV2SERViLayoutXLMModel(*this));
clone_model->SetRuntime(clone_model->CloneRuntime());
return clone_model;
}
bool StructureV2SERViLayoutXLMModel::Initialize() {
if (!InitRuntime()) {
FDERROR << "Failed to initialize fastdeploy backend." << std::endl;
return false;
}
return true;
}
} // namespace ocr
} // namespace vision
} // namespace fastdeploy