/* Copyright (c) 2018 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 #include "paddle/fluid/operators/math/jit_gen.h" namespace paddle { namespace operators { namespace math { namespace jitkernel { namespace gen { using reg64_t = const Xbyak::Reg64; using reg32_t = const Xbyak::Reg32; using xmm_t = const Xbyak::Xmm; using ymm_t = const Xbyak::Ymm; using zmm_t = const Xbyak::Zmm; using Label = Xbyak::Label; typedef enum { mul = 0, add } operand_type; // function: vec = Operand(vec(or scalar), vec(or scalar)) (maybe with relu) class VXXJitCode : public JitCode { public: const char* name() const override { std::string base = "VXXJitCode"; if (scalar_index_ == 1) { base += "_Scalar"; } else { base += "_Vec"; } if (type_ == operand_type::mul) { base += "_Mul"; } else if (type_ == operand_type::add) { base += "_Add"; } if (scalar_index_ == 2) { base += "_Scalar"; } else { base += "_Vec"; } base += (with_relu_ ? "_Relu" : ""); return base.c_str(); } explicit VXXJitCode(int d, operand_type type, int scalar_index, bool with_relu, size_t code_size = 256 * 1024, void* code_ptr = nullptr) : JitCode(code_size, code_ptr), num_(d), type_(type), scalar_index_(scalar_index), with_relu_(with_relu) {} static bool init(int d, int scalar_index = 0); void generate() override; private: int num_; operand_type type_; int scalar_index_; bool with_relu_; reg64_t param1{abi_param1}; reg64_t param2{abi_param2}; reg64_t param3{abi_param3}; xmm_t xmm_src1 = xmm_t(0); xmm_t xmm_src2 = xmm_t(1); xmm_t xmm_dst = xmm_t(2); xmm_t xmm_zero = xmm_t(3); ymm_t ymm_src1 = ymm_t(0); ymm_t ymm_src2 = ymm_t(1); ymm_t ymm_dst = ymm_t(2); ymm_t ymm_zero = ymm_t(3); }; class ReluJitCode : public JitCode { public: DECLARE_JIT_CODE(ReluJitCode); explicit ReluJitCode(int d, size_t code_size = 256 * 1024, void* code_ptr = nullptr) : JitCode(code_size, code_ptr), num_(d) {} static bool init(int d); void generate() override; private: int num_; reg64_t param1{abi_param1}; reg64_t param2{abi_param2}; xmm_t xmm_zero = xmm_t(0); xmm_t xmm_src = xmm_t(1); xmm_t xmm_dst = xmm_t(1); ymm_t ymm_zero = ymm_t(0); ymm_t ymm_src = ymm_t(1); ymm_t ymm_dst = ymm_t(1); }; class VExpJitCode : public JitCode { public: DECLARE_JIT_CODE(VExpJitCode); explicit VExpJitCode(int d, size_t code_size = 256 * 1024, void* code_ptr = nullptr) : JitCode(code_size, code_ptr), num_(d) {} static bool init(int d); void generate() override; protected: // compute exp with ymm void exp_ymm(const Xbyak::Ymm& src, const Xbyak::Ymm& dst); private: int num_; reg64_t param1{abi_param1}; reg64_t param2{abi_param2}; ymm_t ymm_src = ymm_t(0); ymm_t ymm_dst = ymm_t(1); }; class VSigmoidJitCode : public VExpJitCode { public: DECLARE_JIT_CODE(VSigmoidJitCode); explicit VSigmoidJitCode(int d, size_t code_size = 256 * 1024, void* code_ptr = nullptr) : VExpJitCode(d, code_size, code_ptr), num_(d) {} static bool init(int d); void generate() override; // compute sigmoid with ymm void sigmoid_ymm(const Xbyak::Ymm& src, const Xbyak::Ymm& dst); private: int num_; reg64_t param1{abi_param1}; reg64_t param2{abi_param2}; ymm_t ymm_src = ymm_t(0); ymm_t ymm_dst = ymm_t(1); }; class VTanhJitCode : public VExpJitCode { public: DECLARE_JIT_CODE(VTanhJitCode); explicit VTanhJitCode(int d, size_t code_size = 256 * 1024, void* code_ptr = nullptr) : VExpJitCode(d, code_size, code_ptr), num_(d) {} static bool init(int d); void generate() override; // compute sigmoid with ymm void vtanh_ymm(const Xbyak::Ymm& src, const Xbyak::Ymm& dst); private: int num_; reg64_t param1{abi_param1}; reg64_t param2{abi_param2}; ymm_t ymm_src = ymm_t(0); ymm_t ymm_dst = ymm_t(1); }; } // namespace gen } // namespace jitkernel } // namespace math } // namespace operators } // namespace paddle