/**************************************************************************** * * Copyright (c) 2020 Vivante Corporation * * Permission is hereby granted, free of charge, to any person obtaining a * copy of this software and associated documentation files (the "Software"), * to deal in the Software without restriction, including without limitation * the rights to use, copy, modify, merge, publish, distribute, sublicense, * and/or sell copies of the Software, and to permit persons to whom the * Software is furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER * DEALINGS IN THE SOFTWARE. * *****************************************************************************/ #ifndef TIM_VX_OPS_ELEMENTWISE_H_ #define TIM_VX_OPS_ELEMENTWISE_H_ #include "tim/vx/operation.h" namespace tim { namespace vx { namespace ops { /** * ## Add * * Add(x, y) : x + y. This operation supports broadcasting. * * ## Sub * * Sub(x, y) : x - y. This operation supports broadcasting. * * ## Multiply * * Multiply(x, y) : Multiplies two tensors, element-wise, also known as Hadamard * product. This operation supports broadcasting. * * - scale: scaling the product. * * ## Div * * Div(x, y) : x / y. This operation supports broadcasting. * * ## Pow * * Pow(x, y) : x ^ y. This operation supports broadcasting. * * ## Minimum * * Minimum(x, y) : min(x, y). This operation supports broadcasting. * * ## Maximum * * Maximum(x, y) : max(x, y). This operation supports broadcasting. * * ## FloorDiv * * FloorDiv(x, y): floor( x / y ). This operation supports broadcasting. */ #define DECLARE_ELEMENTWISE_OP(NAME) \ class NAME : public Operation { \ public: \ NAME(Graph* graph); \ std::shared_ptr Clone( \ std::shared_ptr& graph) const override; \ }; DECLARE_ELEMENTWISE_OP(Minimum) DECLARE_ELEMENTWISE_OP(Maximum) DECLARE_ELEMENTWISE_OP(Add) DECLARE_ELEMENTWISE_OP(Sub) DECLARE_ELEMENTWISE_OP(Div) DECLARE_ELEMENTWISE_OP(Pow) DECLARE_ELEMENTWISE_OP(FloorDiv) class Multiply : public Operation { public: Multiply(Graph* graph, float scale = 1.0f); std::shared_ptr Clone(std::shared_ptr& graph) const override; }; #undef DECLARE_ELEMENTWISE_OP } // namespace ops } // namespace vx } // namespace tim #endif /* TIM_VX_OPS_ELEMENTWISE_H_ */