Apollo
11.0
自动驾驶开放平台
model_base.h
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/******************************************************************************
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* Copyright 2023 The Apollo Authors. All Rights Reserved.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*****************************************************************************/
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#pragma once
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#include <vector>
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#include <string>
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namespace
apollo
{
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namespace
prediction {
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class
ModelBase
{
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public
:
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ModelBase
() {}
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~ModelBase
() {}
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virtual
bool
Init
() = 0;
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virtual
bool
Inference
(
const
std::vector<void*>& input_buffer,
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unsigned
int
input_size,
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std::vector<void*>* output_buffer,
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unsigned
int
output_size) = 0;
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virtual
bool
LoadModel
() = 0;
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virtual
void
Destory
() = 0;
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std::string
model_path_
;
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uint8_t
init_
= 0;
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};
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}
// namespace prediction
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}
// namespace apollo
apollo::prediction::ModelBase
Definition
model_base.h:25
apollo::prediction::ModelBase::Init
virtual bool Init()=0
parse model description class and load the model
apollo::prediction::ModelBase::init_
uint8_t init_
Definition
model_base.h:67
apollo::prediction::ModelBase::model_path_
std::string model_path_
Definition
model_base.h:66
apollo::prediction::ModelBase::Inference
virtual bool Inference(const std::vector< void * > &input_buffer, unsigned int input_size, std::vector< void * > *output_buffer, unsigned int output_size)=0
performing network inference
apollo::prediction::ModelBase::Destory
virtual void Destory()=0
free all memory requested, gpu or cpu
apollo::prediction::ModelBase::ModelBase
ModelBase()
Definition
model_base.h:27
apollo::prediction::ModelBase::LoadModel
virtual bool LoadModel()=0
load the model from file
apollo::prediction::ModelBase::~ModelBase
~ModelBase()
Definition
model_base.h:28
apollo
class register implement
Definition
arena_queue.h:37
modules
prediction
evaluator
model_manager
model
model_base.h