Files
FastDeploy/fastdeploy/runtime/backends/sophgo/sophgo_backend.h
Jason 0fb2f26352 [Other] Optimize sophgo backend (#1273)
optimize sophgo backend
2023-02-08 19:50:37 +08:00

73 lines
2.2 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.
#pragma once
#include "fastdeploy/runtime/backends/backend.h"
#include "fastdeploy/core/fd_tensor.h"
#include "bmruntime_interface.h" // NOLINT
#include "bmlib_runtime.h" // NOLINT
#include "fastdeploy/runtime/backends/sophgo/option.h"
#include <cstring>
#include <iostream>
#include <memory>
#include <string>
#include <vector>
namespace fastdeploy {
class SophgoBackend : public BaseBackend {
public:
SophgoBackend() = default;
virtual ~SophgoBackend();
bool Init(const RuntimeOption& option);
int NumInputs() const override {
return static_cast<int>(inputs_desc_.size());
}
int NumOutputs() const override {
return static_cast<int>(outputs_desc_.size());
}
TensorInfo GetInputInfo(int index) override;
TensorInfo GetOutputInfo(int index) override;
std::vector<TensorInfo> GetInputInfos() override;
std::vector<TensorInfo> GetOutputInfos() override;
bool Infer(std::vector<FDTensor>& inputs,
std::vector<FDTensor>* outputs,
bool copy_to_fd = true) override;
private:
bool LoadModel(void* model);
bool GetSDKAndDeviceVersion();
bool GetModelInputOutputInfos();
std::vector<TensorInfo> inputs_desc_;
std::vector<TensorInfo> outputs_desc_;
std::string net_name_;
bm_handle_t handle_;
void * p_bmrt_ = nullptr;
bool infer_init = false;
const bm_net_info_t* net_info_ = nullptr;
// SophgoTPU2BackendOption option_;
static FDDataType SophgoTensorTypeToFDDataType(bm_data_type_t type);
static bm_data_type_t FDDataTypeToSophgoTensorType(FDDataType type);
};
} // namespace fastdeploy