// 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/framework/op_compatible_info.h" #include #include #include #include "paddle/fluid/platform/enforce.h" #include "paddle/fluid/string/string_helper.h" namespace paddle { namespace framework { inline std::vector ConvertStr2Int(const std::string& str_text) { auto vec_text = string::split_string(str_text, "."); PADDLE_ENFORCE( (vec_text.size() == 2 || vec_text.size() == 3), platform::errors::InvalidArgument( "Input[%s] is not a right version format [1.6 or 1.6.0].", str_text)); std::vector vec_res; vec_res.reserve(3); for (auto& val : vec_text) { vec_res.emplace_back(atoi(val.c_str())); } if (vec_res.size() == 2) { vec_res.emplace_back(0); } return vec_res; } /* first version >= second version return true */ inline bool CompareVersion(const std::string& str_first, const std::string& str_second) { auto vec_first_version = ConvertStr2Int(str_first); auto vec_second_version = ConvertStr2Int(str_second); // first version id PADDLE_ENFORCE_EQ(vec_first_version.size(), vec_second_version.size(), platform::errors::InvalidArgument( "Version information size is not equal, the first is " "[%d], the second is [%d].", vec_first_version.size(), vec_second_version.size())); for (size_t i = 0; i < vec_first_version.size() - 1; ++i) { if (vec_first_version[i] != vec_second_version[i]) { return vec_first_version[i] > vec_second_version[i]; } } return vec_first_version[2] >= vec_second_version[2]; } void OpCompatibleMap::InitOpCompatibleMap() { op_compatible_map_["sequence_pad"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["sequence_unpad"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["center_loss"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["coalesce_tensor"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["crop_tensor"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["deformable_conv"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["deformable_conv_v1"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["dpsgd"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["eye"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["fill_any_like"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["filter_by_instag"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["hard_swish"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["gather_nd"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["instance_norm"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["lookup_table_v2"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["match_matrix_tensor"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["multiclass_nms2"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["one_hot_v2"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["prroi_pool"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["pull_box_sparse"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["scatter_nd_add"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["sequence_topk_avg_pooling"] = { "1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["shard_index"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["size"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["strided_slice"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["trilinear_interp"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["unfold"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["unique"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["unique_with_counts"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["var_conv_2d"] = {"1.6.0", OpCompatibleType::DEFIN_NOT}; op_compatible_map_["reshape2"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["slice"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["expand"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["bilinear_interp"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["chunk_eval"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["conditional_block"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["conditional_block_infer"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["conv2d"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["conv2d_transpose"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["conv3d"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["conv3d_transpose"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["crf_decoding"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["ctc_align"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["data_norm"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["depthwise_conv2d"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["depthwise_conv2d_transpose"] = { "1.6.0", OpCompatibleType::possible}; op_compatible_map_["edit_distance"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["fc"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["fused_embedding_seq_pool"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["group_norm"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["hash"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["leaky_relu"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["linear_chain_crf"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["lod_reset"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["matmul"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["mul"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["nearest_interp"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["one_hot"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["pow"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["prior_box"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["uniform_random"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["uniform_random_batch_size_like"] = { "1.6.0", OpCompatibleType::possible}; op_compatible_map_["warpctc"] = {"1.6.0", OpCompatibleType::possible}; op_compatible_map_["layer_norm"] = {"1.6.0", OpCompatibleType::bug_fix}; } CompatibleInfo OpCompatibleMap::GetOpCompatibleInfo(std::string op_name) const { auto it = op_compatible_map_.find(op_name); if (it != op_compatible_map_.end()) { return it->second; } else { return {default_required_version_, OpCompatibleType::DEFIN_NOT}; } } OpCompatibleType OpCompatibleMap::IsRequireMiniVersion( std::string op_name, std::string str_current_version) const { auto it = op_compatible_map_.find(op_name); if (it != op_compatible_map_.end()) { if (CompareVersion(str_current_version, it->second.required_version_)) { return OpCompatibleType::compatible; } else { return it->second.compatible_type_; } } else { if (CompareVersion(str_current_version, default_required_version_)) { return OpCompatibleType::compatible; } else { return OpCompatibleType::DEFIN_NOT; } } } bool OpCompatibleMap::ConvertToProto(proto::OpCompatibleMap* desc) const { desc->Clear(); desc->set_default_required_version(default_required_version_); for (auto pair : op_compatible_map_) { const CompatibleInfo& info = pair.second; auto* pair_desc = desc->add_pair(); pair_desc->set_op_name(pair.first); auto* info_desc = pair_desc->mutable_compatible_info(); info_desc->set_version(info.required_version_); info_desc->set_type( static_cast(info.compatible_type_)); } return true; } bool OpCompatibleMap::ReadFromProto(const proto::OpCompatibleMap& desc) { std::string version = desc.default_required_version(); if (version.empty()) { LOG(INFO) << "The default operator required version is missing." " Please update the model version."; return false; } op_compatible_map_.clear(); default_required_version_ = desc.default_required_version(); for (int i = 0; i < desc.pair_size(); ++i) { const auto& pair_desc = desc.pair(i); auto info_desc = pair_desc.compatible_info(); CompatibleInfo info(info_desc.version(), static_cast(info_desc.type())); std::pair pair(pair_desc.op_name(), info); op_compatible_map_.insert(pair); } return true; } } // namespace framework } // namespace paddle