// 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/dialect/pd_type_storage.h" #include "paddle/fluid/framework/convert_utils.h" #include "paddle/fluid/framework/data_type.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))); } } } // namespace dialect } // namespace paddle