/* Copyright (c) 2019 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. */ #include "paddle/fluid/operators/jit/gen/vbroadcast.h" #include #include #include "paddle/fluid/operators/jit/registry.h" #include "paddle/fluid/platform/cpu_info.h" namespace paddle { namespace operators { namespace jit { namespace gen { void VBroadcastJitCode::genCode() { preCode(); constexpr int block = YMM_FLOAT_BLOCK; constexpr int max_num_regs = 16; const int num_block = w_ / block; const int num_groups = num_block / max_num_regs; const size_t block_size = sizeof(float) * block; std::vector groups(num_groups, max_num_regs); int rest_num_regs = num_block % max_num_regs; if (rest_num_regs > 0) { groups.push_back(rest_num_regs); } // protect param_h const size_t width_in_byte = sizeof(float) * w_; mov(reg_height, param_h); int acc_num_regs = 0; for (int num_regs : groups) { mov(reg_ptr_src_i, param_src); add(reg_ptr_src_i, acc_num_regs * block_size); size_t w_offset = 0; for (int reg_i = 0; reg_i < num_regs; ++reg_i) { vmovups(ymm_t(reg_i), ptr[reg_ptr_src_i + w_offset]); w_offset += block_size; } Label l_next_h; xor_(reg_h_i, reg_h_i); mov(reg_ptr_dst_i, param_dst); add(reg_ptr_dst_i, acc_num_regs * block_size); L(l_next_h); { w_offset = 0; for (int reg_i = 0; reg_i < num_regs; ++reg_i) { vmovups(ptr[reg_ptr_dst_i + w_offset], ymm_t(reg_i)); w_offset += block_size; } add(reg_ptr_dst_i, width_in_byte); inc(reg_h_i); cmp(reg_h_i, reg_height); jl(l_next_h, T_NEAR); } // end of l_next_h acc_num_regs += num_regs; } // end of groups postCode(); } class VBroadcastCreator : public JitCodeCreator { public: bool UseMe(const int64_t& w) const override { return platform::MayIUse(platform::avx) && w % YMM_FLOAT_BLOCK == 0; } size_t CodeSize(const int64_t& w) const override { return 96 + (w / YMM_FLOAT_BLOCK) * 16 * 8; } std::unique_ptr CreateJitCode(const int64_t& w) const override { PADDLE_ENFORCE_GT(w, 0); return make_unique(w, CodeSize(w)); } }; } // namespace gen } // namespace jit } // namespace operators } // namespace paddle namespace gen = paddle::operators::jit::gen; REGISTER_JITKERNEL_GEN(kVBroadcast, gen::VBroadcastCreator);