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127 lines
5.8 KiB
C++
127 lines
5.8 KiB
C++
// Copyright (c) 2022 PaddlePaddle 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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#pragma once
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#include "fastdeploy/core/fd_tensor.h"
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namespace fastdeploy {
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/** Excute the maximum operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void Max(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the minimum operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void Min(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the sum operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void Sum(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the all operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void All(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the any operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void Any(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the mean operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void Mean(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the product operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param dims The vector of axis which will be reduced.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param reduce_all Whether to reduce all dims, default false.
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*/
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FASTDEPLOY_DECL void Prod(const FDTensor& x, FDTensor* out,
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const std::vector<int64_t>& dims,
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bool keep_dim = false, bool reduce_all = false);
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/** Excute the argmax operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param axis The axis which will be reduced.
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@param output_dtype The data type of output FDTensor, INT64 or INT32,
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default to INT64.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param flatten Whether to flatten FDTensor to get the argmin index, default
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false.
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*/
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FASTDEPLOY_DECL void ArgMax(const FDTensor& x, FDTensor* out, int64_t axis,
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FDDataType output_dtype = FDDataType::INT64,
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bool keep_dim = false, bool flatten = false);
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/** Excute the argmin operation for input FDTensor along given dims.
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@param x The input tensor.
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@param out The output tensor which stores the result.
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@param axis The axis which will be reduced.
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@param output_dtype The data type of output FDTensor, INT64 or INT32,
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default to INT64.
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@param keep_dim Whether to keep the reduced dims, default false.
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@param flatten Whether to flatten FDTensor to get the argmin index, default
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false.
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*/
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FASTDEPLOY_DECL void ArgMin(const FDTensor& x, FDTensor* out, int64_t axis,
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FDDataType output_dtype = FDDataType::INT64,
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bool keep_dim = false, bool flatten = false);
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} // namespace fastdeploy
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