// 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 "ultra_infer/core/fd_tensor.h" namespace ultra_infer { namespace function { /** Execute the maximum operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void Max(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the minimum operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void Min(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the sum operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void Sum(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the all operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void All(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the any operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void Any(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the mean operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void Mean(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the product operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param dims The vector of axis which will be reduced. @param keep_dim Whether to keep the reduced dims, default false. @param reduce_all Whether to reduce all dims, default false. */ ULTRAINFER_DECL void Prod(const FDTensor &x, FDTensor *out, const std::vector &dims, bool keep_dim = false, bool reduce_all = false); /** Execute the argmax operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param axis The axis which will be reduced. @param output_dtype The data type of output FDTensor, INT64 or INT32, default to INT64. @param keep_dim Whether to keep the reduced dims, default false. @param flatten Whether to flatten FDTensor to get the argmin index, default false. */ ULTRAINFER_DECL void ArgMax(const FDTensor &x, FDTensor *out, int64_t axis, FDDataType output_dtype = FDDataType::INT64, bool keep_dim = false, bool flatten = false); /** Execute the argmin operation for input FDTensor along given dims. @param x The input tensor. @param out The output tensor which stores the result. @param axis The axis which will be reduced. @param output_dtype The data type of output FDTensor, INT64 or INT32, default to INT64. @param keep_dim Whether to keep the reduced dims, default false. @param flatten Whether to flatten FDTensor to get the argmin index, default false. */ ULTRAINFER_DECL void ArgMin(const FDTensor &x, FDTensor *out, int64_t axis, FDDataType output_dtype = FDDataType::INT64, bool keep_dim = false, bool flatten = false); } // namespace function } // namespace ultra_infer