Merge branch 'develop' of https://github.com/PaddlePaddle/Paddle into add_sample_logits_op
test=developrevert-15774-anakin_subgraph_engine
xuezhong
6 years ago
commit
d12252e6a6
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/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License. */
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#include "paddle/fluid/operators/jit/gen/embseqpool.h"
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#include <stddef.h> // offsetof
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#include <vector>
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#include "paddle/fluid/operators/jit/gen/act.h" // for exp_float_consts ones
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#include "paddle/fluid/operators/jit/registry.h"
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#include "paddle/fluid/platform/cpu_info.h"
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namespace paddle {
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namespace operators {
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namespace jit {
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namespace gen {
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void EmbSeqPoolJitCode::genCode() {
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preCode();
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constexpr int block = YMM_FLOAT_BLOCK;
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constexpr int max_num_regs = 8;
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const int num_block = tbl_w_ / block;
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const int num_groups = num_block / max_num_regs;
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const size_t block_size = sizeof(float) * block;
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std::vector<int> groups(num_groups, max_num_regs);
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int rest_num_regs = num_block % max_num_regs;
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if (rest_num_regs > 0) {
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groups.push_back(rest_num_regs);
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}
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// protect param_dst
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mov(reg_ptr_param_dst, param_dst);
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mov(reg_idx_width_in_byte,
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qword[param_attr + offsetof(emb_seq_pool_attr_t, index_width)]);
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mov(reg_idx_height,
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qword[param_attr + offsetof(emb_seq_pool_attr_t, index_height)]);
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mov(rax, sizeof(int64_t));
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mul(reg_idx_width_in_byte);
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mov(reg_idx_width_in_byte, rax);
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const size_t tbl_width_in_byte = sizeof(float) * tbl_w_;
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int acc_num_regs = 0;
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for (int num_regs : groups) {
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Label l_next_idx_w, l_next_idx_h, l_save_now;
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xor_(reg_idx_w_i_in_byte, reg_idx_w_i_in_byte);
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mov(reg_ptr_dst_i, reg_ptr_param_dst);
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add(reg_ptr_dst_i, acc_num_regs * block_size);
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L(l_next_idx_w);
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{
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// h == 0
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mov(reg_ptr_idx_i, param_idx);
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add(reg_ptr_idx_i, reg_idx_w_i_in_byte);
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mov(reg_idx, qword[reg_ptr_idx_i]);
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mov(rax, tbl_width_in_byte);
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mul(reg_idx);
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mov(reg_ptr_tbl_i, rax); // reg is offset now
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add(reg_ptr_tbl_i, param_tbl); // reg is ptr_i now
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size_t w_offset = 0;
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for (int reg_i = 0; reg_i < num_regs; ++reg_i) {
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vmovups(ymm_t(reg_i + num_regs), ptr[reg_ptr_tbl_i + w_offset]);
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w_offset += block_size;
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}
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add(reg_ptr_idx_i, reg_idx_width_in_byte);
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// end condition of idx h
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mov(reg_idx_h_end, reg_idx_height);
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mov(rax, reg_idx_width_in_byte);
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mul(reg_idx_h_end);
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mov(reg_idx_h_end, rax);
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add(reg_idx_h_end, reg_idx_w_i_in_byte);
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add(reg_idx_h_end, param_idx);
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cmp(reg_ptr_idx_i, reg_idx_h_end);
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jge(l_save_now, T_NEAR);
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L(l_next_idx_h);
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{
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mov(reg_idx, qword[reg_ptr_idx_i]);
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mov(reg_ptr_tbl_i, reg_idx);
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mov(rax, tbl_width_in_byte);
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mul(reg_idx);
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mov(reg_ptr_tbl_i, rax);
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add(reg_ptr_tbl_i, param_tbl);
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size_t w_offset = 0;
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for (int reg_i = 0; reg_i < num_regs; ++reg_i) {
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vmovups(ymm_t(reg_i), ptr[reg_ptr_tbl_i + w_offset]);
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vaddps(ymm_t(reg_i + num_regs), ymm_t(reg_i + num_regs),
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ymm_t(reg_i));
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w_offset += block_size;
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}
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add(reg_ptr_idx_i, reg_idx_width_in_byte);
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cmp(reg_ptr_idx_i, reg_idx_h_end);
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jl(l_next_idx_h, T_NEAR);
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} // end of idx h
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L(l_save_now);
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// avg or sqrt here, if needed
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w_offset = 0;
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for (int reg_i = 0; reg_i < num_regs; ++reg_i) {
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vmovups(ptr[reg_ptr_dst_i + w_offset], ymm_t(reg_i + num_regs));
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w_offset += block_size;
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}
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add(reg_ptr_dst_i, tbl_width_in_byte);
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add(reg_idx_w_i_in_byte, sizeof(int64_t));
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cmp(reg_idx_w_i_in_byte, reg_idx_width_in_byte);
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jl(l_next_idx_w, T_NEAR);
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} // end of idx w
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acc_num_regs += num_regs;
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add(param_tbl, num_regs * block_size); // do not use acc_num_regs
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} // end of groups
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postCode();
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}
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class EmbSeqPoolCreator : public JitCodeCreator<emb_seq_pool_attr_t> {
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public:
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bool UseMe(const emb_seq_pool_attr_t& attr) const override {
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return platform::MayIUse(platform::avx) &&
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attr.table_width % YMM_FLOAT_BLOCK == 0;
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}
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size_t CodeSize(const emb_seq_pool_attr_t& attr) const override {
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return 96 + (attr.table_width / YMM_FLOAT_BLOCK) * 96 * 8;
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}
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std::unique_ptr<GenBase> CreateJitCode(
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const emb_seq_pool_attr_t& attr) const override {
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PADDLE_ENFORCE_GT(attr.table_height, 0);
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PADDLE_ENFORCE_GT(attr.table_width, 0);
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PADDLE_ENFORCE_GT(attr.index_height, 0);
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PADDLE_ENFORCE_GT(attr.index_width, 0);
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PADDLE_ENFORCE_GT(attr.out_width, 0);
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return make_unique<EmbSeqPoolJitCode>(attr, CodeSize(attr));
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}
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};
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} // namespace gen
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} // namespace jit
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} // namespace operators
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} // namespace paddle
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namespace gen = paddle::operators::jit::gen;
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REGISTER_JITKERNEL_GEN(kEmbSeqPool, gen::EmbSeqPoolCreator);
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@ -0,0 +1,81 @@
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/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License. */
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#pragma once
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#include <string>
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#include "glog/logging.h"
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#include "paddle/fluid/operators/jit/gen/jitcode.h"
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#include "paddle/fluid/platform/enforce.h"
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namespace paddle {
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namespace operators {
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namespace jit {
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namespace gen {
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class EmbSeqPoolJitCode : public JitCode {
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public:
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explicit EmbSeqPoolJitCode(const emb_seq_pool_attr_t& attr,
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size_t code_size = 256 * 1024,
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void* code_ptr = nullptr)
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: JitCode(code_size, code_ptr),
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tbl_w_(attr.table_width),
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type_(attr.pool_type) {
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if (type_ != SeqPoolType::kSum) {
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LOG(FATAL) << "Only support sum pool yet ";
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}
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this->genCode();
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}
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std::string name() const override {
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std::string base = "EmbSeqPoolJitCode";
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if (type_ == SeqPoolType::kSum) {
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base += "_Sum";
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} else if (type_ == SeqPoolType::kAvg) {
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base += "_Avg";
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} else if (type_ == SeqPoolType::kSqrt) {
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base += "_Sqrt";
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}
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base += ("_W" + std::to_string(tbl_w_));
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return base;
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}
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void genCode() override;
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private:
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int tbl_w_;
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SeqPoolType type_;
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reg64_t param_tbl{abi_param1};
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reg64_t param_idx{abi_param2};
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reg64_t param_dst{abi_param3};
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reg64_t param_attr{abi_param4};
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reg64_t reg_tmp{rax};
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reg64_t reg_idx_width_in_byte{r8};
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reg64_t reg_idx_height{r9};
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reg64_t reg_ptr_tbl_i{r10};
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reg64_t reg_idx{r10}; // could use same of reg_ptr_tbl_i
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reg64_t reg_ptr_idx_i{r11};
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reg64_t reg_ptr_dst_i{r12};
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reg64_t reg_ptr_param_dst{r13}; // rdx is used in mul so protect param_dst
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reg64_t reg_idx_w_i_in_byte{r14};
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reg64_t reg_idx_h_end{r15};
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};
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} // namespace gen
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} // namespace jit
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} // namespace operators
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} // namespace paddle
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