// 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 "paddle/fluid/framework/convert_utils.h" #include "paddle/fluid/framework/data_type.h" #include "paddle/fluid/ir/dialect/pd_type_storage.h" #include "paddle/ir/core/builtin_type.h" #include "paddle/phi/core/dense_tensor.h" namespace paddle { namespace dialect { // TODO(zhangbo): The builtin type needs to cover all data types of // phi::DataType. inline phi::DataType TransToPhiDataType(ir::Type dtype) { if (dtype.isa()) { return phi::DataType::FLOAT16; } else if (dtype.isa()) { return phi::DataType::FLOAT32; } else if (dtype.isa()) { return phi::DataType::FLOAT64; } else if (dtype.isa()) { return phi::DataType::INT16; } else if (dtype.isa()) { return phi::DataType::INT32; } else if (dtype.isa()) { return phi::DataType::INT64; } else { PADDLE_THROW(phi::errors::Unimplemented( "Unsupported ir data type when casting it into " "phi data type.")); } } inline ir::Type TransToIrDataType(phi::DataType dtype, ir::IrContext *ctx = nullptr) { if (ctx == nullptr) { ctx = ir::IrContext::Instance(); } switch (dtype) { case phi::DataType::FLOAT16: return ir::Float16Type::get(ctx); case phi::DataType::FLOAT32: return ir::Float32Type::get(ctx); case phi::DataType::FLOAT64: return ir::Float64Type::get(ctx); case phi::DataType::INT16: return ir::Int16Type::get(ctx); case phi::DataType::INT32: return ir::Int32Type::get(ctx); case phi::DataType::INT64: return ir::Int64Type::get(ctx); default: PADDLE_THROW(phi::errors::Unimplemented( "Unsupported phi data type `%s` when casting it into " "ir data type.", dtype)); } } // inline phi::DataLayout TransToPhiDataLayout( // DenseTensorTypeStorage::DataLayout data_layout) { // switch (data_layout) { // case DenseTensorTypeStorage::DataLayout::NHWC: // return phi::DataLayout::NHWC; // case DenseTensorTypeStorage::DataLayout::NCHW: // return phi::DataLayout::NCHW; // case DenseTensorTypeStorage::DataLayout::NCDHW: // return phi::DataLayout::NCDHW; // case DenseTensorTypeStorage::DataLayout::NDHWC: // return phi::DataLayout::NDHWC; // case DenseTensorTypeStorage::DataLayout::ONEDNN: // return phi::DataLayout::ONEDNN; // case DenseTensorTypeStorage::DataLayout::SPARSE_COO: // return phi::DataLayout::SPARSE_COO; // case DenseTensorTypeStorage::DataLayout::SPARSE_CSR: // return phi::DataLayout::SPARSE_CSR; // case DenseTensorTypeStorage::DataLayout::PSTRING_UNION: // return phi::DataLayout::PSTRING_UNION; // case DenseTensorTypeStorage::DataLayout::NUM_DATA_LAYOUTS: // return phi::DataLayout::NUM_DATA_LAYOUTS; // case DenseTensorTypeStorage::DataLayout::ALL_LAYOUT: // return phi::DataLayout::ALL_LAYOUT; // default: // PADDLE_THROW(phi::errors::Unimplemented( // "Unsupported ir data layout `%s` when casting it into " // "phi data type.", // static_cast(data_layout))); // } // } // inline DenseTensorTypeStorage::DataLayout TransToIrDataLayout( // phi::DataLayout data_layout) { // switch (data_layout) { // case phi::DataLayout::NHWC: // return DenseTensorTypeStorage::DataLayout::NHWC; // case phi::DataLayout::NCHW: // return DenseTensorTypeStorage::DataLayout::NCHW; // case phi::DataLayout::NCDHW: // return DenseTensorTypeStorage::DataLayout::NCDHW; // case phi::DataLayout::NDHWC: // return DenseTensorTypeStorage::DataLayout::NDHWC; // case phi::DataLayout::ONEDNN: // return DenseTensorTypeStorage::DataLayout::ONEDNN; // case phi::DataLayout::SPARSE_COO: // return DenseTensorTypeStorage::DataLayout::SPARSE_COO; // case phi::DataLayout::SPARSE_CSR: // return DenseTensorTypeStorage::DataLayout::SPARSE_CSR; // case phi::DataLayout::PSTRING_UNION: // return DenseTensorTypeStorage::DataLayout::PSTRING_UNION; // case phi::DataLayout::NUM_DATA_LAYOUTS: // return DenseTensorTypeStorage::DataLayout::NUM_DATA_LAYOUTS; // case phi::DataLayout::ALL_LAYOUT: // return DenseTensorTypeStorage::DataLayout::ALL_LAYOUT; // default: // PADDLE_THROW(phi::errors::Unimplemented( // "Unsupported phi data layout `%s` when casting it into " // "ir data type.", // static_cast(data_layout))); // } // } // inline phi::DenseTensorMeta TransToDenseTensorMeta( // paddle::dialect::DenseTensorType type) { // return phi::DenseTensorMeta(TransToPhiDataType(type.dtype()), // type.dim(), // type.data_layout(), // type.lod(), // type.offset()); // } struct OpInputInfo { std::string name; std::string type_name; bool optional = false; bool no_need_buffer = false; OpInputInfo(std::string name, std::string type_name, bool optional, bool no_need_buffer) : name(name), type_name(type_name), optional(optional), no_need_buffer(no_need_buffer) {} }; struct OpOutputInfo { std::string name; std::string type_name; bool optional = false; bool intermediate = false; OpOutputInfo(std::string name, std::string type_name, bool optional, bool intermediate) : name(name), type_name(type_name), optional(optional), intermediate(intermediate) {} }; struct OpAttributeInfo { std::string name; std::string type_name; std::string data_type; OpAttributeInfo(std::string name, std::string type_name, std::string data_type) : name(name), type_name(type_name), data_type(data_type) {} }; struct OpRunTimeInfo { std::string infer_meta_func; std::vector infer_meta_param; std::vector kernel_func; std::vector kernel_param; OpRunTimeInfo(std::string infer_meta_func, std::vector infer_meta_param, std::vector kernel_func, std::vector kernel_param) : infer_meta_func(infer_meta_func), infer_meta_param(infer_meta_param), kernel_func(kernel_func), kernel_param(kernel_param) {} }; } // namespace dialect } // namespace paddle