mirror of
https://github.com/PaddlePaddle/FastDeploy.git
synced 2025-10-31 20:02:53 +08:00
d14828cb18
* add adaptivepool2d for tensorrt plugin * update code * update code * update code to fix bug
90 lines
2.5 KiB
C++
Executable File
90 lines
2.5 KiB
C++
Executable File
// 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 <map>
|
|
#include <string>
|
|
#include <algorithm>
|
|
#include <cmath>
|
|
#include "fastdeploy/core/fd_tensor.h"
|
|
#include "fastdeploy/utils/utils.h"
|
|
|
|
#ifndef NON_64_PLATFORM
|
|
#include "onnxruntime_cxx_api.h" // NOLINT
|
|
|
|
#ifdef WITH_GPU
|
|
#include "fastdeploy/backends/op_cuda_kernels/adaptive_pool2d_kernel.h"
|
|
#endif
|
|
|
|
namespace fastdeploy {
|
|
struct AdaptivePool2dKernel {
|
|
protected:
|
|
std::string pooling_type_ = "avg";
|
|
std::vector<int64_t> output_size_ = {};
|
|
Ort::CustomOpApi ort_;
|
|
void* compute_stream_;
|
|
const char* provider_;
|
|
|
|
public:
|
|
AdaptivePool2dKernel(Ort::CustomOpApi ort,
|
|
const OrtKernelInfo* info,
|
|
const char* provider)
|
|
: ort_(ort) {
|
|
GetAttribute(info);
|
|
provider_ = provider;
|
|
}
|
|
|
|
void GetAttribute(const OrtKernelInfo* info);
|
|
|
|
void Compute(OrtKernelContext* context);
|
|
|
|
void CpuAdaptivePool(const std::vector<int64_t>& input_size,
|
|
const std::vector<int64_t>& output_size,
|
|
const float* input_data,
|
|
float* output_data);
|
|
};
|
|
|
|
struct AdaptivePool2dOp
|
|
: Ort::CustomOpBase<AdaptivePool2dOp, AdaptivePool2dKernel> {
|
|
explicit AdaptivePool2dOp(const char* provider) : provider_(provider) {}
|
|
void* CreateKernel(Ort::CustomOpApi api, const OrtKernelInfo* info) const {
|
|
return new AdaptivePool2dKernel(api, info, provider_);
|
|
}
|
|
|
|
const char* GetName() const { return "AdaptivePool2d"; }
|
|
|
|
size_t GetInputTypeCount() const { return 1; }
|
|
|
|
ONNXTensorElementDataType GetInputType(size_t index) const {
|
|
return ONNX_TENSOR_ELEMENT_DATA_TYPE_FLOAT;
|
|
}
|
|
|
|
size_t GetOutputTypeCount() const { return 1; }
|
|
|
|
ONNXTensorElementDataType GetOutputType(size_t index) const {
|
|
return ONNX_TENSOR_ELEMENT_DATA_TYPE_FLOAT;
|
|
}
|
|
|
|
const char* GetExecutionProviderType() const {
|
|
return provider_;
|
|
}
|
|
private:
|
|
const char* provider_;
|
|
};
|
|
|
|
} // namespace fastdeploy
|
|
|
|
#endif
|