/******************************************************************************* * * MIT License * * Copyright (C) 2022 Advanced Micro Devices, Inc. All rights reserved. * * 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. * *******************************************************************************/ #pragma once #include #include #include #include namespace TensileLite { /** * \addtogroup Problem * @{ */ using TensorOps = std::vector; /** * Represents a tensor operation that can be performed inline to a kernel. * For now can represent a complex conjugate but this could be where we * represent inline activation layers later. */ class TENSILELITEHOST_EXPORT TensorOp { public: enum class Type : int { None, ComplexConjugate, Count }; Type type = Type::None; TensorOp(); TensorOp(Type type); static TensorOp ComplexConjugate() { return TensorOp(Type::ComplexConjugate); } std::string name() const; std::string suffix() const; // static TensorOp ReLU(); // static TensorOp LeakyReLU(float alpha); // ... bool operator==(TensorOp const& rhs) const { return this->type == rhs.type; } bool operator<(TensorOp const& rhs) const { return this->type < rhs.type; } bool operator>(TensorOp const& rhs) const { return rhs < *this; } bool operator!=(TensorOp const& rhs) const { return !(*this == rhs); } bool operator<=(TensorOp const& rhs) const { return !(*this > rhs); } bool operator>=(TensorOp const& rhs) const { return !(*this < rhs); } static Type GetType(std::string const& name); private: static void InitTypeNames(); static std::map typeNames; }; TENSILELITEHOST_EXPORT std::string ToString(TensorOp::Type t); TENSILELITEHOST_EXPORT std::string Suffix(TensorOp::Type t); TENSILELITEHOST_EXPORT std::ostream& operator<<(std::ostream& stream, TensorOp const& t); TENSILELITEHOST_EXPORT std::istream& operator>>(std::istream& stream, TensorOp& t); TENSILELITEHOST_EXPORT std::ostream& operator<<(std::ostream& stream, TensorOp::Type const& t); TENSILELITEHOST_EXPORT std::istream& operator>>(std::istream& stream, TensorOp::Type& t); /** * @} */ } // namespace TensileLite