// Copyright (c) 2023 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 #include "paddle/cinn/common/type.h" #include "paddle/cinn/utils/type_defs.h" #include "paddle/fluid/ir/dialect/paddle_dialect/ir/pd_attribute.h" #include "paddle/ir/core/builtin_type.h" #include "paddle/phi/common/data_type.h" namespace cinn { namespace utils { using NewIR_AttributeMap = std::unordered_map; Attribute ConvertAttribute(const ::ir::Attribute& src_attr) { Attribute dst_attr; if (src_attr.isa<::ir::BoolAttribute>()) { dst_attr = src_attr.dyn_cast<::ir::BoolAttribute>().data(); } else if (src_attr.isa<::ir::FloatAttribute>()) { dst_attr = src_attr.dyn_cast<::ir::FloatAttribute>().data(); } else if (src_attr.isa<::ir::Int32Attribute>()) { dst_attr = src_attr.dyn_cast<::ir::Int32Attribute>().data(); } else if (src_attr.isa<::ir::StrAttribute>()) { dst_attr = src_attr.dyn_cast<::ir::StrAttribute>().AsString(); } else if (src_attr.isa<::ir::Int64Attribute>()) { dst_attr = src_attr.dyn_cast<::ir::Int64Attribute>().data(); } else if (src_attr.isa<::ir::DoubleAttribute>()) { dst_attr = src_attr.dyn_cast<::ir::DoubleAttribute>().data(); } else if (src_attr.isa()) { auto& arr = src_attr.dyn_cast() .data() .GetData(); std::vector val(arr.begin(), arr.end()); dst_attr = val; } else if (src_attr.isa()) { auto dtype = src_attr.dyn_cast().data(); dst_attr = phi::DataTypeToString(dtype); } else { LOG(FATAL) << "unknown Attribute: " << src_attr; } return dst_attr; } AttributeMap ConvertAttributes(const NewIR_AttributeMap& src_attrs) { AttributeMap dst_attrs; for (auto& item : src_attrs) { VLOG(4) << "deal with " << item.first; if (item.second.isa()) { auto is_cpu = item.second.dyn_cast().data() == phi::CPUPlace(); dst_attrs["force_cpu"] = is_cpu; } else { dst_attrs[item.first] = std::move(ConvertAttribute(item.second)); } } VLOG(4) << "dst_attrs.size(): " << dst_attrs.size(); return dst_attrs; } #define CASE_TYPE(src, dst) \ else if (type.isa<::ir::src>()) return common::dst(); common::Type ConvertIRType(::ir::Type type) { if (type.isa<::ir::BFloat16Type>()) return common::BF16(); CASE_TYPE(Float16Type, F16) CASE_TYPE(Float32Type, F32) CASE_TYPE(Float64Type, F64) CASE_TYPE(Int8Type, I8) CASE_TYPE(UInt8Type, UI8) CASE_TYPE(Int16Type, I16) CASE_TYPE(Int32Type, I32) CASE_TYPE(Int64Type, I64) CASE_TYPE(IndexType, I32) CASE_TYPE(BoolType, UI1) LOG(FATAL) << "unknown ir::Type " << type; } } // namespace utils } // namespace cinn