/* 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 "glog/logging.h" #include "paddle/fluid/operators/jit/gen/act.h" #include "paddle/fluid/operators/jit/gen/jitcode.h" namespace paddle { namespace operators { namespace jit { namespace gen { class LSTMJitCode : public VActFunc { public: explicit LSTMJitCode(bool compute_c1h1, const lstm_attr_t& attr, size_t code_size, void* code_ptr = nullptr) : VActFunc(code_size, code_ptr), num_(attr.d), compute_c1h1_(compute_c1h1), use_peephole_(attr.use_peephole) { auto typeExchange = [](KernelType type) -> gen::operand_type { if (type == KernelType::vsigmoid) { return operand_type::sigmoid; } else if (type == KernelType::vrelu) { return operand_type::relu; } else if (type == KernelType::vtanh) { return operand_type::tanh; } else if (type == KernelType::videntity) { return operand_type::identity; } else { LOG(FATAL) << "Do not support this jit::KernelType: " << type; } return operand_type::identity; }; act_gate_ = typeExchange(attr.act_gate); act_cand_ = typeExchange(attr.act_cand); act_cell_ = typeExchange(attr.act_cell); this->genCode(); } const char* name() const override { std::string base = "LSTMJitCode"; if (use_peephole_) { base += "_Peephole"; } if (compute_c1h1_) { base += "_C1H1"; } auto AddTypeStr = [&](operand_type type) { switch (type) { case operand_type::relu: base += "_Relu"; break; case operand_type::exp: base += "_Exp"; break; case operand_type::sigmoid: base += "_Sigmoid"; break; case operand_type::tanh: base += "_Tanh"; break; case operand_type::identity: base += "_Identity"; break; default: break; } }; AddTypeStr(act_gate_); AddTypeStr(act_cand_); AddTypeStr(act_cell_); return base.c_str(); } void genCode() override; protected: int num_; bool compute_c1h1_; bool use_peephole_; operand_type act_gate_; operand_type act_cand_; operand_type act_cell_; reg64_t param1{abi_param1}; }; #define DECLARE_LSTM_JITCODE(name, compute_c1h1) \ class name##JitCode : public LSTMJitCode { \ public: \ explicit name##JitCode(const lstm_attr_t& attr, size_t code_size, \ void* code_ptr = nullptr) \ : LSTMJitCode(compute_c1h1, attr, code_size, code_ptr) {} \ }; DECLARE_LSTM_JITCODE(LSTMCtHt, false); DECLARE_LSTM_JITCODE(LSTMC1H1, true); #undef DECLARE_LSTM_JITCODE } // namespace gen } // namespace jit } // namespace operators } // namespace paddle